Hugging Face's logo

Datasets:
tensorust
/
hn-hiring-stack-demand-sample

Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
< 1K
Tags:
tensorust
sample
agent-ai-economy
government-data
finance
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
tensorust-studio commited on
Commit
ec8a8be
·
verified ·
1 Parent(s): 260ddb8

Free teaser: 25-row sample + aggregate summary

Browse files
Files changed (3) hide show
  1. README.md +154 -0
  2. sample.csv +26 -0
  3. summary_by_month.csv +49 -0
README.md ADDED
@@ -0,0 +1,154 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: other
3
+ license_name: tensorust-sample-license
4
+ license_link: https://tensorust.com/datasets/hn-hiring-stack-demand/
5
+ pretty_name: "Engineering Hiring Demand by Stack (free sample)"
6
+ language:
7
+ - en
8
+ tags:
9
+ - tensorust
10
+ - sample
11
+ - agent-ai-economy
12
+ - government-data
13
+ - finance
14
+ size_categories:
15
+ - n<1K
16
+ configs:
17
+ - config_name: sample
18
+ data_files:
19
+ - split: train
20
+ path: sample.csv
21
+ - config_name: summary
22
+ data_files:
23
+ - split: train
24
+ path: summary_by_month.csv
25
+ ---
26
+
27
+ # Engineering Hiring Demand by Stack: free sample (Tensorust LLC)
28
+
29
+ 13,997 Hacker News job posts since 2023, tagged for 44 stacks and AI roles: agent mentions went from 1% to 27% of posts.
30
+
31
+ **Headline:** Hiring demand for AI agent work moved faster than any stack survey reports: in the Hacker News 'Who is hiring?' threads, posts mentioning agents went from 1.2% in January 2023 (4 of 337 posts) to 29.1% in October 2026 and 27.4% of the open November 2026 thread.
32
+
33
+ This repository is a **free teaser**, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has **13,997 rows** and is sold by Tensorust LLC: **[https://tensorust.com/datasets/hn-hiring-stack-demand/](https://tensorust.com/datasets/hn-hiring-stack-demand/)**.
34
+
35
+ ## Files here
36
+
37
+ | file | what it is |
38
+ |---|---|
39
+ | `sample.csv` | 25 rows of the full file (the same sample shown on tensorust.com) |
40
+ | `summary_by_month.csv` | row counts by month across the full file, no entity names (groups with fewer than 3 rows are folded into "Other") |
41
+
42
+ ## Summary by month (largest groups)
43
+
44
+ | Month | rows |
45
+ |---|---|
46
+ | 2023-02 | 404 |
47
+ | 2025-02 | 379 |
48
+ | 2023-03 | 378 |
49
+ | 2026-02 | 367 |
50
+ | 2024-05 | 357 |
51
+ | 2025-11 | 353 |
52
+ | 2024-07 | 349 |
53
+ | 2023-11 | 337 |
54
+ | 2023-01 | 337 |
55
+ | 2025-12 | 335 |
56
+ | 2025-03 | 335 |
57
+ | 2025-06 | 332 |
58
+ | TOTAL | 13,997 |
59
+
60
+ Full table: `summary_by_month.csv`.
61
+
62
+ ## What the full file has
63
+
64
+ - 13,997 rows
65
+ - Key fields: month, thread_id, post_id, company, headline, remote, onsite_only, visa, salary_listed, post_url
66
+ - Parquet and CSV, a README with sources, method and limits, and the build script
67
+ - Free 25-row sample (no personal contact data)
68
+
69
+ Coverage: 13,997 job posts from 47 monthly threads; 44 stack and role flags. Threads from 2023-01 to 2026-11 (November 2026 thread still open; pulled Nov 6, 2026)
70
+
71
+ ### Columns in the full file
72
+
73
+ | column | meaning |
74
+ |---|---|
75
+ | `month` | Thread month |
76
+ | `thread_id` | HN thread id |
77
+ | `post_id` | HN comment id |
78
+ | `company` | Company (first segment of the post header) |
79
+ | `headline` | Role, location and terms from the header |
80
+ | `remote` | Header mentions remote |
81
+ | `onsite_only` | Header says onsite or in office and not remote |
82
+ | `visa` | Post mentions visas |
83
+ | `salary_listed` | Post shows a salary figure |
84
+ | `post_url` | Link to the post |
85
+ | `python` | Post mentions python |
86
+ | `typescript` | Post mentions typescript |
87
+ | `javascript` | Post mentions javascript |
88
+ | `rust` | Post mentions rust |
89
+ | `go` | Post mentions go |
90
+ | `java` | Post mentions java |
91
+ | `kotlin` | Post mentions kotlin |
92
+ | `swift` | Post mentions swift |
93
+ | `c_plus_plus` | Post mentions c plus plus |
94
+ | `c_sharp` | Post mentions c sharp |
95
+ | `ruby` | Post mentions ruby |
96
+ | `elixir` | Post mentions elixir |
97
+ | `scala` | Post mentions scala |
98
+ | `php` | Post mentions php |
99
+ | `react` | Post mentions react |
100
+ | `nextjs` | Post mentions nextjs |
101
+ | `vue` | Post mentions vue |
102
+ | `django` | Post mentions django |
103
+ | `fastapi` | Post mentions fastapi |
104
+ | `postgres` | Post mentions postgres |
105
+ | `kubernetes` | Post mentions kubernetes |
106
+ | `aws` | Post mentions aws |
107
+ | `gcp` | Post mentions gcp |
108
+ | `terraform` | Post mentions terraform |
109
+ | `llm` | Post mentions llm |
110
+ | `genai` | Post mentions genai |
111
+ | `ai_agents` | Post mentions ai agents |
112
+ | `rag` | Post mentions rag |
113
+ | `ml_engineer` | Post mentions ml engineer |
114
+ | `ai_engineer` | Post mentions ai engineer |
115
+ | `pytorch` | Post mentions pytorch |
116
+ | `cuda` | Post mentions cuda |
117
+ | `openai` | Post mentions openai |
118
+ | `anthropic_claude` | Post mentions anthropic claude |
119
+ | `data_engineer` | Post mentions data engineer |
120
+ | `devops_sre` | Post mentions devops sre |
121
+ | `security` | Post mentions security |
122
+ | `frontend` | Post mentions frontend |
123
+ | `backend` | Post mentions backend |
124
+ | `fullstack` | Post mentions fullstack |
125
+ | `mobile` | Post mentions mobile |
126
+ | `founding_engineer` | Post mentions founding engineer |
127
+ | `staff_principal` | Post mentions staff principal |
128
+ | `intern` | Post mentions intern |
129
+
130
+ ## Get the full file
131
+
132
+ | tier | price | includes |
133
+ |---|---|---|
134
+ | Trend report file | $450 | All posts and the monthly trend table to date. |
135
+ | Monthly update | $150 a month | Each new thread tagged within days, with the updated trend and a list of new companies hiring for AI roles. |
136
+ | Team license | $2,500 a year | Monthly updates, custom flags for your own stack or product, and redistribution inside your company. |
137
+
138
+ Email **mattbusel@tensorust.com** with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: [https://tensorust.com/datasets/hn-hiring-stack-demand/](https://tensorust.com/datasets/hn-hiring-stack-demand/). All datasets: https://tensorust.com/datasets/
139
+
140
+ ## Method and limits
141
+
142
+ Pull every whoishiring thread since January 2023 and its top-level comments. A comment counts as a job post when its first line uses the 'Company | Role | Location' pipe format. Company is the first segment. Each flag is a case-insensitive pattern match on the post text (patterns in build.py). The trend table is the share of posts per month with each flag. Post text, poster usernames, emails and links inside posts are not stored; each row links back to the post on HN.
143
+
144
+ Not a census of the job market: HN posts lean toward startups and US tech hubs. Pattern matches can miss or over-count (for example 'go' and 'agents'). Not a list of job seekers or of people; no poster identity or contact data is included.
145
+
146
+ ## Sources
147
+
148
+ - Hacker News 'Ask HN: Who is hiring?' threads by the whoishiring account, via the HN Algolia API (https://hn.algolia.com/api)
149
+
150
+ ## License
151
+
152
+ The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/hn-hiring-stack-demand/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.
153
+
154
+ Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com
sample.csv ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ month,thread_id,post_id,company,headline,remote,onsite_only,visa,salary_listed,post_url,python,typescript,javascript,rust,go,java,kotlin,swift,c_plus_plus,c_sharp,ruby,elixir,scala,php,react,nextjs,vue,django,fastapi,postgres,kubernetes,aws,gcp,terraform,llm,genai,ai_agents,rag,ml_engineer,ai_engineer,pytorch,cuda,openai,anthropic_claude,data_engineer,devops_sre,security,frontend,backend,fullstack,mobile,founding_engineer,staff_principal,intern
2
+ 2026-11,50338728,50398466,3ive,Senior/Staff Software Engineer | REMOTE (Europe) | Full-time,True,False,False,False,https://news.ycombinator.com/item?id=50398466,True,True,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,False,True,True,False
3
+ 2026-11,50338728,50340480,AI x Healthcare Startup,"bracehealth.com | Boston, MA Onsite | Full-time",False,True,False,False,https://news.ycombinator.com/item?id=50340480,False,False,False,True,True,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,True,True,False,False,True,False,True,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,False,False
4
+ 2026-11,50338728,50373706,ALBERT,"REMOTE, ALMOST ANYWHERE | New grads who’ve shipped AI features (max 2 years out of school) + Principal/Distinguished engineers for net-new consumer products | senior track up to ~$750k cash plus meani",True,False,False,True,https://news.ycombinator.com/item?id=50373706,True,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,True,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,True,True,False
5
+ 2026-11,50338728,50351266,AREO,"Remote (EU) and On-Site in Bremen, Germany | Full-Time | Equity",True,False,False,False,https://news.ycombinator.com/item?id=50351266,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,True,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False
6
+ 2026-11,50338728,50340560,Albs Labs,"Member of Technical Staff (Multiple Positions) | Freiburg, Germany | ONSITE",False,True,False,False,https://news.ycombinator.com/item?id=50340560,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False
7
+ 2026-11,50338728,50348566,Aloe,"AI Research + AI Engineering roles | ONSITE Vancouver, BC, Canada | Full-time",False,True,False,False,https://news.ycombinator.com/item?id=50348566,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False
8
+ 2026-11,50338728,50345953,America First Policy Institute - Office for Fiscal and Regulatory Analysis,ONSITE (US) | Full-time | https://www.americafirstpolicy.com/careers,False,True,False,False,https://news.ycombinator.com/item?id=50345953,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False
9
+ 2026-11,50338728,50351981,Antithesis,"Washington, DC, London | Remote or In Office (US, UK) | Design Engineer",True,False,False,False,https://news.ycombinator.com/item?id=50351981,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False
10
+ 2026-11,50338728,50357728,Apollo Research,Coding agent security product,False,False,False,False,https://news.ycombinator.com/item?id=50357728,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False
11
+ 2026-11,50338728,50342041,ArtCraft,Senior Engineers | SF (Onsite) / Atlanta (Onsite) | $150-$250k + Equity,False,True,False,True,https://news.ycombinator.com/item?id=50342041,False,True,False,True,True,False,False,False,False,False,False,False,False,False,True,False,False,False,False,True,True,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False
12
+ 2026-11,50338728,50352134,Avoca,"Full-Stack Engineers + FDEs | ONSITE (NYC,US) | Full-time",False,True,False,False,https://news.ycombinator.com/item?id=50352134,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False
13
+ 2026-11,50338728,50339454,"Backed by Sequoia Capital, Peregrine is the operational AI platform powering dec","In-office 4 days | $175,000 - $300,000",False,True,False,True,https://news.ycombinator.com/item?id=50339454,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False
14
+ 2026-11,50338728,50345251,Baserow ( https://baserow.io ),Product Specialist | REMOTE (Europe) | Full-time,True,False,False,False,https://news.ycombinator.com/item?id=50345251,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False
15
+ 2026-11,50338728,50348423,Baton,"San Francisco, CA (Hybrid) | Full-Time",False,False,False,True,https://news.ycombinator.com/item?id=50348423,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,True,False
16
+ 2026-11,50338728,50345264,Beacon AI,"3 days hybrid in San Carlos, CA | https://beaconai.co/careers",False,False,False,False,https://news.ycombinator.com/item?id=50345264,True,True,False,False,False,False,False,True,True,False,False,False,False,False,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,True,True,False,True,False,False,False
17
+ 2026-11,50338728,50339853,Better Stack,https://betterstack.com/ | /^Full-?stack Engineer$/i | Remote (North America & Europe),True,False,False,False,https://news.ycombinator.com/item?id=50339853,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False
18
+ 2026-11,50338728,50363693,Bikky,Engineering Manager | Hybrid | Full time,False,False,False,False,https://news.ycombinator.com/item?id=50363693,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False
19
+ 2026-11,50338728,50342576,Blackbird,Dev Shop | Remote (US only) | Contract,True,False,False,False,https://news.ycombinator.com/item?id=50342576,False,True,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,True,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,False
20
+ 2026-11,50338728,50349000,Blockrotate,Senior Systems / Rust Engineer | Remote (US/EU timezones preferred) | Full-time,True,False,False,True,https://news.ycombinator.com/item?id=50349000,False,True,False,True,False,False,False,False,False,False,False,False,False,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,False,False,False
21
+ 2026-11,50338728,50338809,Bridge AI Consulting,"AI Consultant, Junior AI Consultant | REMOTE (US) | Full-time",True,False,True,True,https://news.ycombinator.com/item?id=50338809,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False
22
+ 2026-11,50338728,50363483,Bubblehouse,Fully REMOTE | Full-Time | $200-250k,True,False,False,False,https://news.ycombinator.com/item?id=50363483,False,False,True,False,True,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False
23
+ 2026-11,50338728,50396245,BuildQ,Founding Engineer | REMOTE (PT to ET overlap preferred) | $130K - $150K + equity,True,False,False,True,https://news.ycombinator.com/item?id=50396245,True,True,False,False,False,False,False,False,False,False,True,False,False,False,True,False,False,False,False,True,False,True,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,False
24
+ 2026-11,50338728,50339641,CNH,"AI Engineer Intern | Tempe, AZ, USA | ON-SITE",False,True,True,False,https://news.ycombinator.com/item?id=50339641,True,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,True
25
+ 2026-11,50338728,50377145,COi Rubber Products,Independent Sales Representative | REMOTE (US) | Commission (1099),True,False,False,False,https://news.ycombinator.com/item?id=50377145,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False
26
+ 2026-11,50338728,50347008,Certara,"Sr. DevOps Engineer | REMOTE (US, Budapest) | Full Time",True,False,False,False,https://news.ycombinator.com/item?id=50347008,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,False,True,False,True,False,False,False,False,False,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False
summary_by_month.csv ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Month,rows
2
+ 2023-02,404
3
+ 2025-02,379
4
+ 2023-03,378
5
+ 2026-02,367
6
+ 2024-05,357
7
+ 2025-11,353
8
+ 2024-07,349
9
+ 2023-11,337
10
+ 2023-01,337
11
+ 2025-12,335
12
+ 2025-03,335
13
+ 2025-06,332
14
+ 2023-04,322
15
+ 2024-06,319
16
+ 2023-08,316
17
+ 2024-02,315
18
+ 2025-07,313
19
+ 2024-10,313
20
+ 2023-05,311
21
+ 2025-10,310
22
+ 2023-06,302
23
+ 2024-08,301
24
+ 2024-12,297
25
+ 2024-11,295
26
+ 2026-04,294
27
+ 2023-12,286
28
+ 2026-05,285
29
+ 2023-07,284
30
+ 2023-10,283
31
+ 2023-09,282
32
+ 2025-05,281
33
+ 2025-04,281
34
+ 2026-06,279
35
+ 2024-09,279
36
+ 2024-03,278
37
+ 2026-03,275
38
+ 2025-08,270
39
+ 2024-04,270
40
+ 2025-09,266
41
+ 2025-01,265
42
+ 2024-01,257
43
+ 2026-09,233
44
+ 2026-07,230
45
+ 2026-10,227
46
+ 2026-01,224
47
+ 2026-08,205
48
+ 2026-11,186
49
+ TOTAL,13997