sentence-transformers How to use zlf18/projfinetuned with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("zlf18/projfinetuned")
sentences = [
"Guitar Inspector",
"Account Executive Establish linear and digital agency and direct client relationships in the Atlanta market and surrounding territories.\nDevelop plans, quarterly & annually, to drive revenue and market share across all station platforms.\nContinually prospect, develop and maintain new, non-traditional linear and digital revenue opportunities.\nUnderstand client needs and then collaborate with internal teams to build customized, coordinated solutions.\nCollaborate and relationship-build across various internal departments including: sales, marketing, traffic, finance as well as external (3rd party) vendors.\nManage execution, both traditional and non-traditional, from pre-sell through post-recap.\nOther duties assigned. Desire and ability to prospect & close new business across the full Paramount Global portfolio.\nMarket knowledge and ability to adapt as the linear/streaming business evolves.\nCandidate must be self-motivated, detail oriented and able to handle more than one project at once in a fast-paced environment.\nPersuasiveness, sales skills, ability to demonstrate leadership and teamwork.\nExcellent communication and presentation skills, computer proficiency required.\nBachelor’s degree preferred.\nThree to five years of multi-platform sales experience preferred.\nPrevious media/sponsorship sales experience preferred.\nWide Orbit, Strata and Excel proficiency preferred. CBS Atlanta, WUPA-TV is searching for an energetic and extremely motivated multi-platform sales professional. Ideal candidate will possess strong presentation and communication skills, experience working with advertising agencies and clients directly, growing market share, and closing new business and digital.\nOrganizations that wish to receive job vacancy notices from this posting’s television station should contact sf_recruitingsupport@paramount.com.",
"Guitar Inspector Place product on workstation for a thorough inspection. Inspection for cosmetic finish flaws, sharp uneven surface, test for sound deficiencies, replace damaged parts, and adjust components to meet product criteria specifications\nExcellent product knowledge of all models in current and past production\nAccepted file types: pdf, doc, docx, txt, rtf 1-2 years’ experience and/or training, preferably in production inspection and guitar playing experience\nHigh School Diploma or equivalent\nStrong guitar building, woodworking and finishing skills, in addition to a full understanding of raw material specifications\nGuitar playing background\nExperience with use of calipers, micrometer, digital multimeter, guitar building hand tools, feeler gauges, soldering equipment, and buffing wheel Fender Musical Instruments Corporation is a world-famous brand with offices across the globe. Fender was born in Southern California and has built a worldwide influence beyond the studio and the stage. A Fender is more than an instrument; it’s a cultural symbol that resonates globally.\nWe are searching for a Guitar Inspector to join our team. The Guitar Inspector for Distribution is regularly required to stand, walk, use hands to handle grip, grasp, feel; reach with hands and arms. Incumbent must thoroughly inspect product (Guitars and Amps) each unit requires detailed trouble shooting and quality to identify possible mechanical or cosmetic defects. Employee is required to fully understand product specifications referencing to product criteria to perform necessary adjustments, minor repairs and tune test product to meet specifications. Use of hand tools are required for the job- caliper, file, truss rod wrench, screwdriver, etc.\nInterested in building your career at Fender? Get future opportunities sent straight to your email.",
"Engineering Manager, Customer-Facing Data Products The New York Times Company Lead a team of engineers, promoting a culture of collaboration, innovation, and continuous improvement.\nHire and develop engineering talent within the team.\nOversee the execution of roadmap items and increase productivity and delivery\nCollaborate with product managers and partners to define product requirements and roadmaps.\nGuide technical decisions and architectural design for the team's projects.\nMonitor and report on initiative progress and risks.\nExperience collaborating with product and partners to meet shared goals.\nDemonstrate support and understanding of our value of journalistic independence and a strong commitment to our mission to seek the truth and help people understand the world. Experience coaching engineers, helping them make an impact while growing in their careers.\n2+ years experience as an Engineering Manager leading a data engineering team building production data pipelines and data products.\n5+ years of full-time data engineering experience shipping real-time solutions with event-driven architectures and stream-processing frameworks.\nExperience with AWS and their service offerings and tools.\nUnderstanding of modern API design principles and technologies, including REST, GraphQL, and gRPC for data serving.\nExperience developing pipelines with Apache Kafka, Apache Flink, or Spark Streaming.\nUnderstanding of modern data platforms, including data lake technologies and medallion architectures.\nThe New York Times Company will provide reasonable accommodations as required by applicable federal, state, and/or local laws. Individuals seeking an accommodation for the application or interview process should email reasonable.accommodations@nytimes.com. Emails sent for unrelated issues, such as following up on an application, will not receive a response.\nThe Company encourages those with criminal histories to apply, and will consider their applications in a manner consistent with applicable \"Fair Chance\" laws, including but not limited to the NYC Fair Chance Act, the Los Angeles Fair Chance Initiative for Hiring Ordinance, the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act. Office: New York, NY Department: Software Engineering\nThe mission of The New York Times is to seek the truth and help people understand the world. That means independent journalism is at the heart of all we do as a company. It’s why we have a world-renowned newsroom that sends journalists to report on the ground from nearly 160 countries. It’s why we focus deeply on how our readers will experience our journalism, from print to audio to a world-class digital and app destination. And it’s why our business strategy centers on making journalism so good that it’s worth paying for.\nThe New York Times is looking for an Engineering Manager to join the Data Platform mission to lead a new engineering team focused on creating data products designed to meet NYT's most important real-time needs, including behavioral and targeting use cases. You will build a team of engineers focused on deploying and managing real-time pipelines and APIs in an event-driven architecture to process event streams and serve aggregated data for customer-facing use cases. You will report to the Director of Data Platform.\nThis is a hybrid role based in our New York City headquarters.\nThe New York Times Company is committed to being the world’s best source of independent, reliable and quality journalism. To do so, we embrace a diverse workforce that has a broad range of backgrounds and experiences across our ranks, at all levels of the organization. We encourage people from all backgrounds to apply.\nPlease beware of fraudulent job postings. Scammers may post fraudulent job opportunities, and they may even make fraudulent employment offers. This is done by bad actors to collect personal information and money from victims. All legitimate job opportunities from The New York Times will be accessible through The New York Times careers site . The New York Times will not ask job applicants for financial information or for payment, and will not refer you to a third party to do so. You should never send money to anyone who suggests they can provide employment with The New York Times."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
