Datasets:
job_id int64 2.15B 4.46B | job_title stringlengths 17 115 | advertiser_name stringlengths 2 64 | advertised_location stringlengths 8 44 | posted_date stringlengths 24 24 | job_url stringlengths 75 216 | entry_level_basis stringclasses 5
values | experience_status stringclasses 5
values | minimum_professional_years float64 0 2 ⌀ | minimum_operator stringclasses 2
values | experience_notes stringlengths 21 485 ⌀ | inclusion_status stringclasses 2
values | software_testing stringclasses 3
values | debugging stringclasses 3
values | code_review stringclasses 2
values | existing_code_work stringclasses 3
values | development_workflow stringclasses 2
values | communication_collaboration stringclasses 2
values | ai_context stringclasses 3
values | ai_ml_development stringclasses 2
values | ai_integration stringclasses 3
values | ai_assisted_development stringclasses 3
values | ai_output_checking stringclasses 2
values | ai_work_security_provenance stringclasses 3
values | programming_languages stringclasses 3
values | frameworks_libraries stringclasses 3
values | data_work stringclasses 2
values | cloud_infrastructure stringclasses 3
values | software_security stringclasses 2
values | computing_foundations stringclasses 2
values | software_design stringclasses 3
values | production_operations stringclasses 2
values | performance_optimization stringclasses 3
values | embedded_systems stringclasses 3
values | safety_assurance stringclasses 3
values | product_problem_solving stringclasses 2
values | education_qualifications stringclasses 3
values | education_details stringlengths 2 9.21k | applicant_project_evidence stringclasses 3
values | applicant_project_details stringclasses 447
values | employer_training stringclasses 3
values | training_details stringclasses 303
values | work_arrangement stringlengths 39 715 | work_authorization stringclasses 351
values | visa_sponsorship stringclasses 183
values | security_clearance stringlengths 75 1.97k | work_conditions_notes stringlengths 102 1.03k | hiring_assessment stringclasses 2
values | assessment_details stringclasses 188
values | assessment_ai_policy stringclasses 48
values | skill_details stringlengths 115 8.29k | role_context stringlengths 2 1.5k | work_expectations stringlengths 2 1.79k | research_notes stringclasses 333
values | same_text_group_id stringlengths 9 9 | advert_family_id stringlengths 11 11 | us_citizenship_required stringclasses 2
values | citizen_pr_or_us_person_required stringclasses 2
values | clearance_required_at_hire stringclasses 2
values | clearance_required_after_hire stringclasses 2
values | clearance_preferred_only stringclasses 2
values | public_trust stringclasses 2
values | sponsorship_unavailable stringclasses 2
values | sponsorship_unavailable_future stringclasses 2
values | sponsorship_available stringclasses 2
values | required_clearance_level stringclasses 6
values | work_authorization_stated stringclasses 2
values | opt_cpt_mentioned stringclasses 2
values | education_requirement stringclasses 6
values | lowest_required_degree stringclasses 4
values | degree_alternative_type stringclasses 6
values | degree_alternative_years stringclasses 11
values | bootcamp_mentioned stringclasses 2
values | self_taught_mentioned stringclasses 2
values | degree_explicitly_downplayed stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,147,625,734 | Software Engineer - Associate | Aura Health | Greenville, TX | 2026-08-16T00:26:05.707Z | https://www.linkedin.com/jobs/view/software-engineer-associate-at-aura-health-2147625734?_l=en | academic_internship_route | not_stated | null | null | Degree pursuit/recent completion accepted; technical skills are preferred and no required professional years stated. Pursuing or recently completed bachelor's. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | explicit | not_stated | explicit | not_stated | explicit | explicit | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's degree","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_completion","value":"pursuing or have recently completed"}]},{"attribute":"education_completion","value":"pursuing or have recently completed","... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["EMBED"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["EMBED","DESIGN","PERF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["TS","WF"],"context":"responsibility","relationship":"... | [{"attribute":"role_specialty","value":"Software Engineer - Associate","context":["responsibility"],"relationship":["standalone"]}] | [] | null | text-1448 | family-0866 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
3,761,769,427 | C++ Software Engineer | Old Mission | Chicago, IL | 2026-08-28T14:06:05.123Z | https://www.linkedin.com/jobs/view/c%2B%2B-software-engineer-at-old-mission-3761769427?_l=en | metadata_only | ambiguous | null | null | The only required duration is two years developing applications in C++, which is not stated as professional experience, so the professional minimum is unclear. Low-latency systems experience is preferred. | retained | not_stated | not_stated | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"BS/BA degree","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_subject","value":"Computer Science, Engineering, or another technical related field","context":["required_qualification"],"relationship":["standalone"]}] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"In office M-F with 10 remote days per year","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"onsite_cadence","value":"M-F","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["PERF","EM","CO"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["PERF","DESIGN"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CO"],"context":"responsibility","relationship":"stan... | [{"attribute":"employer_industry","value":"global proprietary trading firm","context":["company_context"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"automated trading infrastructure","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"problem_solving","value":"solving challenging problems","context":["required_qualification"],"relationship":["standalone"]}] | null | text-1776 | family-0349 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,258,793,195 | Software Engineer | WalkMe | New York, NY | 2026-08-22T15:12:40.085Z | https://www.linkedin.com/jobs/view/software-engineer-at-walkme-4258793195?_l=en | metadata_only | ambiguous | null | null | The duration refers to technology exposure, not explicitly professional work; it remains within the retained bound even if employment-based. CS bachelor's degree and at least two years with web technologies. | retained | explicit | explicit | not_stated | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor’s degree","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_subject","value":"Computer Science","context":["required_qualification"],"relationship":["standalone"]}] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":[]}] | [{"attribute":"arrangement","value":"Hybrid","context":["employment_condition"],"relationship":["standalone"]}] | [{"attribute":"work_authorization","value":"US Citizenship","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"onsite_cadence","value":"3 days a week","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"locality","value":"NYC","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["DB","WF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["TS","DB"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["PERF"],"context":"responsibility","relationship":"standalone","pr... | [{"attribute":"role_specialty","value":"Software Engineer","context":["responsibility"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"AI adoption","context":["company_context"],"relationship":["standalone"]}] | [{"attribute":"problem_solving","value":"solve complex UI/Code problems","context":["required_qualification"],"relationship":["standalone"]}] | null | text-0263 | family-0242 | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,299,431,868 | Software Engineer | MIT Lincoln Laboratory | Lexington, MA | 2026-02-01T10:35:12.707Z | https://www.linkedin.com/jobs/view/software-engineer-at-mit-lincoln-laboratory-4299431868?_l=en | metadata_only | not_stated | null | null | Do not assign zero professional years to master's route; source is silent on its duration. Bachelor's alternative is higher but avoid treating it as universal. Master's degree route with no stated years; bachelor's substitution needs 3–5 years. | retained | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Master’s degree","context":["required_qualification"],"relationship":["alternative_route"],"scope":"Alternative bachelor subject not separately repeated; no extension of bachelor years to master branch.","same_condition":[{"attribute":"education_subject","value":"Computer Scienc... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":["TRAIN.education_support","TRAIN.formal_training"]},{"context":"employer_training","formats":["TRAIN.mentorship"]}] | [{"attribute":"arrangement","value":"onsite","context":["employment_condition"],"relationship":["standalone"]}] | [{"attribute":"work_authorization","value":"U.S. citizenship","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"sponsorship":"not_stated"}} | [{"attribute":"clearance_level","value":"Secret level DoD security clearance","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"clearance_timing","value":"obtain and maintain","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["DATA"],"context":"responsibility","relationship":"standalone","practices":["DATA.data_pipeline"],"artifact_scope":null,"note":"Actual role data harmonization/streaming; simulation alone not ML."},{"categories":["DEG","EXP"],"context":"required_qualification","relationship":"alternative_route","practice... | [{"attribute":"domain_background","value":"biological and medical data","context":["preferred_qualification"],"relationship":["standalone"]}] | [{"attribute":"problem_solving","value":"Strong problem-solving skills","context":["required_qualification"],"relationship":["standalone"]}] | null | text-0562 | family-0624 | explicit | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | secret | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,315,871,658 | Software Engineer | FinThrive | United States | 2026-08-18T02:54:32.699Z | https://www.linkedin.com/jobs/view/software-engineer-at-finthrive-4315871658?_l=en | metadata_only | not_stated | null | null | Bachelor's in software engineering or related field, alternatively four-plus software-engineering years. The degree route's professional minimum is unstated; generic development experience is requested. Flexibility of location is not a US workplace passage. Bachelor's degree route with no numeric professional minimum, ... | retained | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's degree","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"software engineering or related field"},{"attribute":"equivalence_route","value":"alternative 4+ years of software engineering... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["EM"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"standalone","practices":["OPS.production_support"],"artifact_scope":null},{"categories":["CLOUD","WF"],"context":"responsibility","r... | [{"attribute":"employer_industry","value":"healthcare software","context":["company_context"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"Patient to Payment technology suite","context":["responsibility"],"relationship":["standalone"]},{"attribute":"domain_background","value":"Patient Accou... | [] | null | text-1826 | family-1999 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | years | 4 | not_stated | not_stated | not_stated |
4,317,475,714 | Full Stack Software Engineer | SafeLease | Austin, NY | 2026-03-29T02:26:43.012Z | https://www.linkedin.com/jobs/view/full-stack-software-engineer-at-safelease-4317475714?_l=en | metadata_only | ambiguous | null | null | Requires 2+ years of full-stack software development. This duration covers one area of software work and is not stated as professional experience, so the professional minimum is unclear. | retained | explicit | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | positive | not_stated | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_subject","value":"CS/EE","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"accepted_evidence_type","value":"a coding bootcamp"},{"attribute":"equivalence_route","value":"equivalent hands-on experience building production systems"}]},{"attr... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"a coding bootcamp","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"CS/EE"},{"attribute":"equivalence_route","va... | not_stated | [] | [{"attribute":"arrangement","value":"in-person or hybrid","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"downtown Austin office","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["TS","WF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Shipping features supports generic delivery workflow, not a specified release-management process."},{"categories":["CO"],"context":"responsibility","relationship":"standalone","practices":[],"a... | [{"attribute":"role_specialty","value":"entire stack","context":["responsibility"],"relationship":["standalone"]},{"attribute":"employer_industry","value":"insurance business","context":["company_context"],"relationship":["standalone"],"scope":"Company self-description."}] | [{"attribute":"independent_ownership","value":"Take ownership of your work","context":["responsibility"],"relationship":["standalone"]},{"attribute":"learning_expectation","value":"open to feedback and opportunities to grow as an engineer","context":["responsibility"],"relationship":["standalone"]},{"attribute":"initia... | null | text-0505 | family-1185 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | other_or_unclear | null | null | null | explicit | not_stated | not_stated |
4,318,563,014 | Software Engineer (all teams) | Compa | Denver, CO | 2026-08-23T03:25:03.574Z | https://www.linkedin.com/jobs/view/software-engineer-all-teams-at-compa-4318563014?_l=en | metadata_only | quantified_required | 2 | >= | Requires two-plus years shipping production software in a collaborative environment, without a higher independent professional minimum. | retained | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | [] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["EM"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["DESIGN"],"context":"responsibility","relationship":"standalone","practices":["DESIGN.architecture"],"artifact_scope":null},{"categories":["CR"],"context":"responsibility","relationship":"st... | [{"attribute":"employer_industry","value":"compensation","context":["company_context"],"relationship":["standalone"]},{"attribute":"domain_background","value":"compensation, HR tech, or enterprise SaaS","context":["optional_qualification"],"relationship":["one_of"]}] | [{"attribute":"independent_ownership","value":"ownership and autonomy","context":["responsibility"],"relationship":["standalone"]},{"attribute":"independent_ownership","value":"work autonomously","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"ambiguity","value":"navigating ambiguity",... | null | text-0919 | family-1154 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,320,006,275 | Software Developer - GOLANG | Rincon Research Corporation | Tucson, AZ | 2026-07-23T15:07:56.477Z | https://www.linkedin.com/jobs/view/software-developer-golang-at-rincon-research-corporation-4320006275?_l=en | metadata_only | not_stated | null | null | Integration experience unquantified; preferred skills also unquantified. | retained | explicit | not_stated | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor’s Degree","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_subject","value":"Computer Engineering or Computer Science","context":["required_qualification"],"relationship":["standalone"]}] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | [{"attribute":"arrangement","value":"Remote work/telework is not available","context":["employment_condition"],"relationship":["standalone"]}] | [{"attribute":"work_authorization","value":"US CITIZENSHIP","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"sponsorship":"not_stated"}} | [{"attribute":"clearance_level","value":"TS/SCI security clearance","context":["preferred_qualification"],"relationship":["standalone"]},{"attribute":"clearance_timing","value":"Active","context":["preferred_qualification"],"relationship":["standalone"]}] | [{"attribute":"locality","value":"Tucson, AZ office","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["TS","WF","OPS"],"context":"responsibility","relationship":"standalone","practices":["WF.deployment","OPS.operational_ownership"],"artifact_scope":null},{"categories":["EM","WF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Integration duty not auto... | [{"attribute":"employer_industry","value":"digital communication products and services","context":["company_context"],"relationship":["standalone"]},{"attribute":"role_specialty","value":"Software Developer - GOLANG","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"independent_ownership","value":"work with minimal direction","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"initiative","value":"self-start","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"learning_expectation","value":"staying up-to-da... | null | text-0996 | family-0823 | explicit | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,321,442,518 | Full Stack Software Engineer | JustAI | San Francisco, CA | 2026-02-06T07:56:34.704Z | https://www.linkedin.com/jobs/view/full-stack-software-engineer-at-justai-4321442518?_l=en | metadata_only | quantified_required | 2 | >= | Two years of full-stack industry experience is explicitly required. Company/customer context mentions AI, while responsibilities are ordinary full-stack product engineering. No body workplace is given. | retained | explicit | not_stated | not_stated | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | [] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["TS"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CO","PRODUCT"],"context":"responsibility","relationship":"standalone","practices":["PRODUCT.user_discovery","PRODUCT.scoping"],"artifact_scope":null},{"categories":["PRODUCT","DESIGN"],"con... | [{"attribute":"role_specialty","value":"Full Stack Software Engineer","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"ambiguity","value":"ambiguous problems","context":["responsibility"],"relationship":["standalone"]}] | null | text-1254 | family-1081 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,321,496,444 | Founding Software Engineer | Aglide | San Francisco, CA | 2026-02-24T09:10:35.786Z | https://www.linkedin.com/jobs/view/founding-software-engineer-at-aglide-4321496444?_l=en | metadata_only | quantified_required | 1 | >= | 1+ years software experience building production software for real users. Significant ownership and long hours do not create an additional numeric minimum. | retained | explicit | explicit | not_stated | explicit | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | [] | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"alternative_route","practices":[],"artifact_scope":null,"note":"A nice-to-have skill (Puppeteer or Selenium) can be shown either in production or through side projects, so personal projects are accepted as evidence."}],"ac... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"London Shoreditch office, or SF office","context":["employment_condition"],"relationship":["one_of"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["AI"],"context":"company_context","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["EM","WF"],"context":"responsibility","relationship":"standalone","practices":["WF.development_tool_engineering"],"artifact_scope":null},{"categories":["SEC"],"context":"responsibility","re... | [{"attribute":"platform_specialty","value":"browser agent platform","context":["company_context"],"relationship":["standalone"]}] | [{"attribute":"independent_ownership","value":"significant ownership and autonomy","context":["responsibility"],"relationship":["standalone"]}] | null | text-0093 | family-2054 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,329,562,113 | Software Engineer, Early Career | IMC Trading | Chicago, IL | 2026-01-02T16:52:34.006Z | https://www.linkedin.com/jobs/view/software-engineer-early-career-at-imc-trading-4329562113?_l=en | title_explicit | quantified_required | 1 | >= | One to three years of full-time professional work after graduation are required; one is the lower bound. | retained | not_stated | not_stated | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"BA/BSc/MA/MSc","context":["required_qualification"],"relationship":["one_of"],"scope":"Applicant or role, as quoted.","same_condition":[{"attribute":"education_subject","value":"Engineering, Computer Science or related degree"}]},{"attribute":"education_subject","value":"Enginee... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["EM"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CO"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["EXP"],"context":"required_qualification","relationship":"standalone","pract... | [{"attribute":"platform_specialty","value":"trading platform and software stack","context":["responsibility"],"relationship":["standalone"],"scope":"Applicant or role, as quoted."},{"attribute":"domain_background","value":"Interest in the financial markets; previous knowledge is NOT required","context":["required_quali... | [{"attribute":"learning_expectation","value":"Develop expertise within the entire software development lifecycle","context":["responsibility"],"relationship":["standalone"],"scope":"Applicant or role, as quoted."},{"attribute":"learning_expectation","value":"Learn new technologies and programming languages","context":[... | null | text-0229 | family-0480 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,329,573,405 | Multidisciplinary Software Engineer | SURVICE Engineering | Churchville, MD | 2026-01-02T10:36:13.192Z | https://www.linkedin.com/jobs/view/multidisciplinary-software-engineer-at-survice-engineering-4329573405?_l=en | metadata_only | quantified_required | 1 | >= | CS/software engineering bachelor's and 1+ relevant year; C/C++/Java/Python development desired, AI/ML preferred. | retained | explicit | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | explicit | explicit | not_stated | not_stated | explicit | explicit | explicit | not_stated | explicit | explicit | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's Degree","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_subject","value":"Computer Science or Software Engineering","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_level","value":"... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | {"status":{"arrangement":"not_stated"}} | [{"attribute":"work_authorization","value":"U.S. citizenship required","context":["employment_condition"],"relationship":["alternative_route"],"same_condition":[{"attribute":"clearance_timing","value":"Active Clearance or Eligible to Obtain"}]}] | {"status":{"sponsorship":"not_stated"}} | [{"attribute":"clearance_timing","value":"Active Clearance or Eligible to Obtain","context":["employment_condition"],"relationship":["alternative_route"],"same_condition":[{"attribute":"work_authorization","value":"U.S. citizenship required"}]}] | [{"attribute":"locality","value":"Churchville, MD","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"10%","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["TRAIN"],"context":"employer_training","relationship":"standalone","practices":["TRAIN.education_support"],"artifact_scope":null},{"categories":["DESIGN"],"context":"responsibility","relationship":"standalone","practices":["DESIGN.architecture"],"artifact_scope":null},{"categories":["TS","EM","PERF"],"c... | [{"attribute":"role_specialty","value":"research & development (R&D) and building custom software applications","context":["responsibility"],"relationship":["standalone"]},{"attribute":"domain_background","value":"Unmanned aerial systems (UAS)","context":["preferred_qualification"],"relationship":["standalone"]},{"attr... | [{"attribute":"problem_solving","value":"technical design challenges","context":["responsibility"],"relationship":["standalone"]},{"attribute":"problem_solving","value":"Excellent analytical","context":["preferred_qualification"],"relationship":["standalone"]},{"attribute":"learning_expectation","value":"explore new an... | null | text-1542 | family-0426 | explicit | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | unspecified | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,336,243,457 | Software Engineer II | Foundation Medicine | Boston, MA | 2026-08-22T15:04:16.308Z | https://www.linkedin.com/jobs/view/software-engineer-ii-at-foundation-medicine-4336243457?_l=en | metadata_only | quantified_required | 2 | >= | Basic qualifications require bachelor's and 2+ years software engineering. The technology/domain items are preferred. No higher unavoidable requirement is stated. | retained | explicit | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor’s Degree","context":["required_qualification"],"relationship":["standalone"]}] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["WF","DATA","PERF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["TS","CR","WF"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["DESIGN"],"context":"responsibility","relationship":... | [{"attribute":"role_specialty","value":"Software Engineer II","context":["responsibility"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"Computational Biology (WebApps Team)","context":["company_context"],"relationship":["standalone"]},{"attribute":"domain_background","value":"Genomics","con... | [{"attribute":"guided_work","value":"with guidance","context":["responsibility"],"relationship":["standalone"]}] | null | text-0959 | family-1199 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,339,434,305 | Software Engineer (all teams) | Compa | Irvine, CA | 2026-08-25T06:22:36.701Z | https://www.linkedin.com/jobs/view/software-engineer-all-teams-at-compa-4339434305?_l=en | metadata_only | quantified_required | 2 | >= | Two or more years shipping production software in a collaborative environment is required. AI/ML infrastructure experience is only a plus. | retained | not_stated | not_stated | explicit | explicit | explicit | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | [] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["CO"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["EM","CO"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["DESIGN"],"context":"responsibility","relationship":"standalone","pract... | [{"attribute":"employer_industry","value":"compensation","context":["company_context"],"relationship":["standalone"]},{"attribute":"domain_background","value":"compensation, HR tech, or enterprise SaaS","context":["preferred_qualification"],"relationship":["standalone"]}] | [{"attribute":"independent_ownership","value":"significant ownership and autonomy","context":["responsibility"],"relationship":["standalone"]},{"attribute":"independent_ownership","value":"work autonomously and follow through on commitments","context":["required_qualification"],"relationship":["standalone"]},{"attribut... | null | text-0919 | family-1154 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,340,978,336 | Java Software Engineer | BeaconFire Inc. | Georgia, United States | 2026-02-17T00:40:25.475Z | https://www.linkedin.com/jobs/view/java-software-engineer-at-beaconfire-inc-4340978336?_l=en | metadata_only | ambiguous | null | null | Required Skills gives 0-1 year of practical Java coding, whose professional-versus-project scope is unresolved. The source range permits zero; no numeric professional minimum is asserted or imputed from other qualitative skills. | retained | explicit | explicit | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | explicit | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Master’s Degree","context":["required_qualification"],"relationship":["standalone"]},{"attribute":"education_subject","value":"Computer Science","context":["required_qualification"],"relationship":["standalone"]}] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | {"status":{"locality":"not_stated","on_call":"not_stated","onsite_cadence":"not_stated","relocation":"not_stated","travel":"not_stated"}} | not_stated | [] | {"status":"not_stated"} | [{"categories":["LANG","FRAME","DATA"],"context":"responsibility","relationship":"example","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Angular 2+","CSS","Express","HTML5","Java","Java EE","JavaScript","MongoDB","React","SQL","Spring","TypeScript"]},{"categories":["TS","WF","EM"],"context":"r... | [{"attribute":"role_specialty","value":"Java Software Engineer","context":["responsibility"],"relationship":["standalone"]}] | [] | It is unclear whether the 0-1 years of practical experience means professional or technical/project experience; the advert is included because either reading satisfies the experience screen. | text-1085 | family-0992 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | master | null | null | not_stated | not_stated | not_stated |
4,342,323,049 | Software Engineer II, Backend - Financial Product | Rippling | San Francisco, CA | 2026-07-29T13:03:59.722Z | https://www.linkedin.com/jobs/view/software-engineer-ii-backend-financial-product-at-rippling-4342323049?_l=en | metadata_only | quantified_required | 2 | >= | Two professional backend-engineering years are requested. Engineer II numeral is not an explicit senior or intermediate designation. | retained | explicit | not_stated | not_stated | not_stated | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | explicit | explicit | explicit | not_stated | not_stated | explicit | not_stated | [] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"onsite_cadence","value":"at least three days a week","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["EM","DATA"],"context":"company_context","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["SEC","OPS","PERF"],"context":"company_context","relationship":"standalone","practices":["OPS.fault_tolerance","PERF.scaling"],"artifact_scope":null},{"categories":["TS","WF","PERF"]... | [{"attribute":"role_specialty","value":"Backend - Financial Product","context":["responsibility"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"Financial Product","context":["company_context"],"relationship":["standalone"]}] | [{"attribute":"independent_ownership","value":"Own the development lifecycle for defined features","context":["responsibility"],"relationship":["standalone"]},{"attribute":"learning_expectation","value":"rapidly learn from code and system feedback","context":["responsibility"],"relationship":["standalone"]},{"attribute... | null | text-2065 | family-0079 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,343,375,904 | Software Developer - Additive Manufacturing Workflows | PanOptimization | State College, PA | 2026-01-10T09:57:23.750Z | https://www.linkedin.com/jobs/view/software-developer-additive-manufacturing-workflows-at-panoptimization-4343375904?_l=en | metadata_only | not_stated | null | null | BS/MS in CS or related field, additive-manufacturing experience and programming experience are listed without years; no internship/training posting structure. | retained | explicit | not_stated | not_stated | not_stated | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | explicit | [{"attribute":"education_level","value":"BS/MS","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science or a closely related field"}]},{"attribute":"education_subject","value":"Computer Science or a closely related field","co... | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | [{"attribute":"arrangement","value":"Remote","context":["employment_condition"],"relationship":["one_of"],"same_condition":[{"attribute":"locality","value":"State College, PA"}]}] | [{"attribute":"work_authorization","value":"U.S. Persons within the meaning of ITAR","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"work_authorization","value":"US citizen / permanent resident / refugee / asylee / temporary resident under 8 USC 1160(a) or 1255(a)(1).","context":["employ... | [{"attribute":"sponsorship","value":"does not sponsor applicants for work visas","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"State College, PA","context":["employment_condition"],"relationship":["one_of"],"same_condition":[{"attribute":"arrangement","value":"Remote"}]},{"attribute":"travel","value":"Infrequent day and overnight travel may be required; some sporadic, international travel may be necessary","co... | not_stated | [] | {"status":"not_stated"} | [{"categories":["WF"],"context":"responsibility","relationship":"standalone","practices":["WF.api_integration"],"artifact_scope":null,"note":"Application API/GUI development not software interface-design method or embedded hardware control."},{"categories":["PRODUCT","CO"],"context":"responsibility","relationship":"sta... | [{"attribute":"employer_industry","value":"Thermomechanical finite-element simulation/optimization for laser powder-bed fusion, directed-energy deposition and welding.","context":["company_context"],"relationship":["standalone"]},{"attribute":"platform_specialty","value":"PanX FEA Software","context":["responsibility"]... | [] | null | text-0416 | family-1956 | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | not_stated | null | explicit | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,343,853,842 | Software Engineer | CaseMark | San Francisco, CA | 2026-01-10T17:36:22.845Z | https://www.linkedin.com/jobs/view/software-engineer-at-casemark-4343853842?_l=en | metadata_only | not_stated | null | null | Next.js, backend and AI integration experience without years; broad product app remit. | retained | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | explicit | explicit | explicit | explicit | not_stated | not_stated | explicit | explicit | explicit | not_stated | not_stated | not_stated | not_stated | [] | not_stated | {"current_status":"not_stated","observations":[],"accepted_evidence_facts":[]} | not_stated | [] | {"status":{"arrangement":"not_stated"}} | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"San Francisco-based","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["WF","DATA","AI"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["AI"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Connecting language-model/AI services establishes AI integration, not se... | [{"attribute":"employer_industry","value":"AI-driven legal workflow platform","context":["company_context"],"relationship":["standalone"]}] | [{"attribute":"independent_ownership","value":"Shape the architecture and direction of products","context":["responsibility"],"relationship":["standalone"]}] | null | text-0248 | family-0913 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | no_requirement_stated | null | null | null | not_stated | not_stated | not_stated |
4,344,554,595 | Junior Software Developer - Observability | Canonical | Cincinnati, OH | 2026-01-02T15:30:53.137Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344554595?_l=en | title_explicit | not_stated | null | null | Skilled Python and some Go are requested without numeric professional years; open-source track record is preferred. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar degree"},{"attribute":"equivalence_route","value":"equivalent"}]},{"attribute":"education_subject",... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Applicant open-source track record is preferred; required Python skill retains its original qualifier and technology linkage."}],"accepted_evidence_facts":[{"attribu... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"global travel 2 to 4 weeks","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"standalone","practices":["OPS.monitoring"],"artifact_scope":null},{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"example","practices":["OPS.monitoring"],"artifact_scope":null,"technologies_in_same_condition":["Kubernetes... | [{"attribute":"role_specialty","value":"Junior Software Developer - Observability","context":["responsibility"],"relationship":["standalone"]}] | [] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,564,323 | Junior Software Developer - Observability | Canonical | Charlotte, NC | 2026-01-08T04:33:09.672Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344564323?_l=en | title_explicit | not_stated | null | null | No numeric professional tenure. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar degree"},{"attribute":"equivalence_route","value":"or equivalent"}]},{"attribute":"education_subjec... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"track record in open source","context":["preferred_qualification"],"relationship":["standalone"]}... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"arrangement","value":"Work from home","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"global travel 2 to 4 weeks for internal and external events","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"onsite_cadence","valu... | not_stated | [] | {"status":"not_stated"} | [{"categories":["EXP","LANG"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","WF"],"context":"responsibility","relationship":"standalone","practices":["WF.development_tool_engineering"],"artifact_sc... | [{"attribute":"role_specialty","value":"Observability","context":["responsibility"],"relationship":["standalone"],"scope":"Monitoring-tool development, not automatically operating production services."},{"attribute":"domain_background","value":"passionate about open source software, Linux, Kubernetes, and Observability... | [{"attribute":"initiative","value":"self-motivated","context":["required_qualification"],"relationship":["standalone"]}] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,564,333 | Junior Software Developer - Observability | Canonical | Los Angeles, CA | 2026-01-14T15:28:55.154Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344564333?_l=en | title_explicit | not_stated | null | null | Proven Python/Go record required without numeric professional years; EMEA/Americas remote regions alone do not confirm US workplace. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar degree"},{"attribute":"equivalence_route","value":"or equivalent"}]},{"attribute":"education_subjec... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"track record in open source","context":["preferred_qualification"],"relationship":["standalone"]}... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"arrangement","value":"Work from home","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"global travel 2 to 4 weeks for internal and external events","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"onsite_cadence","valu... | not_stated | [] | {"status":"not_stated"} | [{"categories":["LANG","EXP"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","WF"],"context":"responsibility","relationship":"standalone","practices":["WF.development_tool_engineering"],"artifact_sc... | [{"attribute":"role_specialty","value":"Observability","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"initiative","value":"self-motivated","context":["required_qualification"],"relationship":["standalone"]}] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,574,402 | Junior Software Developer - Observability | Canonical | Omaha, NE | 2026-01-01T10:46:50.876Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344574402?_l=en | title_explicit | not_stated | null | null | It asks Python/Go capability and open-source track record without a professional-year threshold. Remote EMEA/Americas includes a broad region but does not explicitly identify a US workplace option; Omaha is metadata only. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's or equivalent","context":["required_qualification"],"relationship":["alternative_route"]},{"attribute":"education_subject","value":"Computer Science, STEM or similar degree","context":["required_qualification"],"relationship":["alternative_route"]}] | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Applicant preferred open-source work evidence, separate from employer monitoring-stack project duties."}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_... | explicit | [{"context":"employer_training","formats":[]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"2 to 4 weeks","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["LANG","EXP"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CLOUD... | [] | [] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_required_no_alternative | bachelor | null | null | not_stated | not_stated | not_stated |
4,344,574,404 | Junior Software Developer - Observability | Canonical | Tulsa, OK | 2026-01-05T13:55:26.309Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344574404?_l=en | title_explicit | not_stated | null | null | A Python track record and familiarity with Go are sought without professional-year minimum. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"equivalence_route","value":"equivalent"}]},{"attribute":"equivalence_route","value":"equivalent","context":["required_qualification"],"relationship":["alternativ... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null,"note":"Open-source track record is preferred; distinct from required Python skill."}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"a track reco... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"2 to 4 weeks","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["OPS","CLOUD"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CLOUD"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CLOUD"],"context":"company_context","relationship":"standalone"... | [{"attribute":"role_specialty","value":"cloud-native monitoring stack","context":["responsibility"],"relationship":["standalone"]}] | [] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,604,481 | Junior Software Developer - Observability | Canonical | San Bernardino, CA | 2026-01-03T01:06:16.297Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344604481?_l=en | title_explicit | not_stated | null | null | Python track record and Go knowledge are qualitative; no required professional-year duration. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar degree"},{"attribute":"equivalence_route","value":"equivalent"}]},{"attribute":"education_subject",... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"track record in open source","context":["preferred_qualification"],"relationship":["standalone"]}... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"]}] | [{"attribute":"arrangement","value":"Work from home","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"travel","value":"global travel 2 to 4 weeks for internal and external events","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"onsite_cadence","valu... | not_stated | [] | {"status":"not_stated"} | [{"categories":["EXP","LANG"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","OPS","WF"],"context":"responsibility","relationship":"standalone","practices":["OPS.monitoring","WF.development_tool_eng... | [{"attribute":"role_specialty","value":"Observability","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"initiative","value":"self-motivated","context":["required_qualification"],"relationship":["standalone"]}] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,713,670 | Junior Software Developer - Observability | Canonical | Tucson, AZ | 2026-01-01T09:58:51.083Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344713670?_l=en | title_explicit | not_stated | null | null | Python track record and some Go knowledge are required, but no professional duration in years is stated. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar"},{"attribute":"equivalence_route","value":"Bachelor's or equivalent"}]},{"attribute":"education_su... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"track record in open source","context":["preferred_qualification"],"relationship":["standalone"]}... | explicit | [{"context":"employer_training","formats":[]}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"global travel 2 to 4 weeks for internal and external events","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["EXP","LANG"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"standalone","practices":[],"artifact_scope":null},{"categories":["CLOUD... | [{"attribute":"role_specialty","value":"cloud-native monitoring stack","context":["responsibility"],"relationship":["standalone"]}] | [{"attribute":"initiative","value":"enterprising, thoughtful, and self-motivated","context":["required_qualification"],"relationship":["standalone"]}] | null | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
4,344,723,805 | Junior Software Developer - Observability | Canonical | Madison, WI | 2026-01-03T03:35:19.491Z | https://www.linkedin.com/jobs/view/junior-software-developer-observability-at-canonical-4344723805?_l=en | title_explicit | not_stated | null | null | Python/Go capability and open-source track record are qualitative, without a numeric tenure floor. | retained | explicit | explicit | explicit | not_stated | explicit | explicit | company_only | not_stated | not_stated | not_stated | not_stated | not_stated | explicit | not_stated | explicit | explicit | not_stated | explicit | not_stated | explicit | not_stated | not_stated | not_stated | not_stated | explicit | [{"attribute":"education_level","value":"Bachelor's","context":["required_qualification"],"relationship":["alternative_route"],"same_condition":[{"attribute":"education_subject","value":"Computer Science, STEM or similar degree"},{"attribute":"equivalence_route","value":"or equivalent"}]},{"attribute":"education_subjec... | positive | {"current_status":"positive","observations":[{"context":"preferred_qualification","relationship":"standalone","practices":[],"artifact_scope":null}],"accepted_evidence_facts":[{"attribute":"accepted_evidence_type","value":"track record in open source","context":["preferred_qualification"],"relationship":["standalone"]}... | explicit | [{"context":"employer_training","formats":["TRAIN.education_support"],"note":"Amount and annual period explicit, eligibility local variation in benefits intro."}] | [{"attribute":"arrangement","value":"remotely","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"arrangement","value":"Work from home","context":["employment_condition"],"relationship":["standalone"]}] | {"status":{"work_authorization":"not_stated"}} | {"status":{"sponsorship":"not_stated"}} | {"status":{"clearance_level":"not_stated","clearance_timing":"not_stated"}} | [{"attribute":"locality","value":"EMEA and Americas regions","context":["employment_condition"],"relationship":["standalone"]},{"attribute":"travel","value":"global travel 2 to 4 weeks","context":["employment_condition"],"relationship":["standalone"]}] | not_stated | [] | {"status":"not_stated"} | [{"categories":["LANG","EXP"],"context":"required_qualification","relationship":"one_of","practices":[],"artifact_scope":null,"technologies_in_same_condition":["Go","Python"]},{"categories":["CLOUD","OPS"],"context":"responsibility","relationship":"standalone","practices":["OPS.monitoring"],"artifact_scope":null},{"cat... | [{"attribute":"role_specialty","value":"cloud-native monitoring stack","context":["responsibility"],"relationship":["standalone"]}] | [] | The advert describes a remote role covering EMEA/Americas, which is wider than the Madison location in the metadata. | text-1727 | family-1833 | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | not_stated | null | not_stated | not_stated | degree_or_alternative | bachelor | unspecified | null | not_stated | not_stated | not_stated |
End of preview. Expand in Data Studio
US entry-labeled software job listings
Research by Global Software Companies. Version 2026-10-12b.
Documentation, downloads and citation: www.globalsoftwarecompanies.com/research-data/#software-job-listings-dataset. Used in: Do You Need a Degree for an Entry-Level Software Job? We Checked 2,517 Listings.
Also available on Zenodo, GitHub and Kaggle.
Annotations of selected US-labeled LinkedIn software job listings posted from January to August 2026: experience, skills, AI use, applicant projects, education, training, working conditions, hiring assessments and named technologies.
jobs.csv contains 2,518 listing records and 75 columns: 2,517 retained for US analysis and one excluded record with conflicting country information. technologies.csv contains 32,271 technology mentions and five columns. Select inclusion_status=retained, then join technologies on job_id. Count distinct listings when measuring how often a technology appears; a listing can name the same technology in more than one context.
Selection and method
The initial screen selected 5,625 US-labeled records dated 1 January–31 August 2026 with an Entry level seniority label. Titles had to contain software and at least one of developer, engineer or programmer, and none of instructor, tutor, sales, recruiter, senior, manager or director. Matching used case-insensitive literal substrings; no employment-type filter was applied.
Full-description review selected ordinary software-development roles whose lowest accepted qualification route required up to two professional years, or had no stated required numeric minimum. Occupation, geography and contradictory-role checks also applied. Qualified cases retained after review remain flagged in their notes. Internship vacancies, training placements and specialist AI-evaluation or model-development roles were outside the main cohort. A platform entry-level label is not proof of junior status; entry_level_basis records the supporting evidence.
Annotations were AI-assisted under written rules, with additional source checks and research decisions for conflicting cases. A GSC researcher checked about 1 in 5 of the AI classifications by hand and reviewed the edge cases those checks identified; this is a spot check, not a measured accuracy rate. Required, preferred, optional, duty, company and assessment contexts remain distinct. Three experience values are explicitly research-coded, and a stated duration counts as a professional minimum only when the listing presents it as professional or work experience; see FIELD-GUIDE.md. Notes are concise and can be terse.
Deduplication removed 458 repeats. It matched identical trimmed descriptions plus advertiser, title, location and inclusion disposition; advertiser/title/location matching ignored case and repeated whitespace. The earliest valid posting timestamp selected the representative, with the lowest numeric listing ID breaking ties. Different locations and edited descriptions remain separate. Use same_text_group_id or advert_family_id to explore repeated-description sensitivity.
Interpretation
Most listings were posted in July and August 2026; earlier months are thinly covered, so the data don't support trends over time. These are selected listings, not a representative measure of the US jobs market or verified unique vacancies. Posting dates are recorded metadata; they do not establish hiring, vacancy creation or posting lifetimes. URLs may expire. Blank numbers are unknown, and not_stated does not mean absent. Broad indicators do not make every mentioned skill mandatory. Detailed technology identities, contexts and nested qualifiers may contain errors; unresolved findings remain visible. Advertised requirements do not measure applicant ability or hiring outcomes.
The field guide defines every column and the structured cells. CSVs use UTF-8; some cells contain JSON. manifest.json records file hashes and row/column counts. Original listing descriptions and contact details are not included.
REPRODUCE.md and reproduce.py recompute the figures in GSC's articles on degree requirements (#3), citizenship, clearance and sponsorship requirements (#4) and the languages and tools listings name (#6).
License and citation
The GSC contribution is licensed under CC BY 4.0, allowing reuse, adaptation and redistribution, including commercially, with attribution. See LICENSE.md.
Global Software Companies (2026). US entry-labeled software job listings. Version 2026-10-12b. https://doi.org/10.5281/zenodo.23917034. Documentation: https://www.globalsoftwarecompanies.com/research-data/#software-job-listings-dataset. CC BY 4.0.
Credit Global Software Companies, preferably linking the dataset's page; retain the license notice and identify modifications.
- Downloads last month
- 69