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Research Engineering Manager
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Lead Machine Learning Research Engineer - San Francisco, CA, United States - Scale AI
Description
Scale works with the industry's leading foundation model labs to provide high quality data and accelerate progress in machine learning research.
As a Machine Learning Research Engineer:
Strategic Partnerships Lead, you will design next generation data pipelines and supervision strategies in close collaboration with our customers to accelerate progress in Generative AI.
The ideal candidate is highly technical and well-versed in recent research progress for LLMs, while also having great communication skills, customer obsession, and passion for evangelizing new research methods.
Successful candidates will become true research partners to several top foundation model labs, contributing technically and strategically to the roadmaps for the next generation of large language models.
Collaborate closely with researchers from the top foundation model labs to design new strategies and data pipelines involving human supervisionPartner internally with Scale's Data Engine team to bring your research and data pipeline ideas to life
Shape the roadmap for how post-training data is used to supervise the next generation of large language models
Conduct experiments for new research ideas in post-training, leveraging your unique vantage point as a technical partner to several labs
Accelerate the meteoric growth of Scale's Generative AI Data Engine business through deep technical partnership with our customers
At least 3 to 5 years of model training and/or deployment experience in a research or production environment
Strong skills in LLMs and deep learning
Experience in dealing with large scale AI problems, ideally in the generative-AI field
Demonstrated expertise in large vision-language models for diverse real-world applications, e.g. detection, question-answering, captioning, etc.
Published research in areas of machine learning at major conferences (NeurIPS, ICML, EMNLP, CVPR, ICLR, etc.) Python) and familiarity with at least one deep learning framework
The base salary range for this full-time position in our hub locations of San Francisco, New York, or Seattle is $176,000 - $240,960 .
The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position, determined by work location and additional factors, including job-related skills, experience, interview performance, and relevant education or training.
Scale employees are also granted Stock Options that are awarded upon board of director approval. Comprehensive health, dental and vision coverage, retirement benefits, a learning and development stipend, and generous PTO.