Research Scientist (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Research Scientist (AI): Leading research on post-training data curation for foundation models with an accent on algorithmic instruction tuning, preference optimization, and domain-specific data refinement. Focus on bridging the gap between pre-training and post-training to maximize model performance and scalability through innovative data curation techniques.
Location: Must be based in Redwood City, CA; 4 days per week in-office.
Salary: $180,000–$300,000
Company
is a data curation startup dedicated to optimizing large-scale training data for AI models to improve performance and reduce compute costs.
What you will do
- Develop algorithms for post-training data curation, including instruction-following and preference-based tuning.
- Research end-to-end data optimization strategies to unify pre-training and post-training stages.
- Implement and improve promising ideas from deep learning literature into practical, scalable solutions.
- Collaborate closely with engineering and product teams to translate research into real-world model performance gains.
- Conduct large-scale experiments using PyTorch to build and validate research prototypes.
Requirements
- Must be able to work on-site in Redwood City, CA, 4 days per week.
- 3+ years of experience in deep learning research.
- Proven track record in post-training algorithms, preference-based tuning (DPO, RLVR), or SFT.
- Strong proficiency in deep learning fundamentals and frameworks, specifically PyTorch.
- Experience with post-training tooling and synthetic data methods.
Nice to have
- Experience with distributed data processing systems like Spark or Snowflake.
- Demonstrated experience building and shipping commercial machine learning products.
Culture & Benefits
- 100% covered health benefits (medical, dental, vision).
- 401(k) retirement plan with a 4% company match.
- Unlimited PTO policy for work-life balance.
- Annual wellness and professional development stipends ($3,000 total).
- Daily catered lunches and office snacks.
- Relocation assistance provided for those moving to the Bay Area.
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