11 часов назад
Machine Learning Research Scientist, Evaluations (AI)
180 600 - 225 750$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Research Scientist, Evaluations (AI): Building rigorous benchmarks and diagnostic methods for frontier language and multimodal models with an accent on failure-mode analysis, post-training, and evaluation-driven AI development. Focus on connecting model failures to data and training interventions, collaborating with foundation model labs, and publishing research at leading AI conferences.
Location: San Francisco, CA; Seattle, WA; New York, NY, United States
Base salary: $180,600–$225,750 USD per year, plus potential equity and benefits.
Company
develops high-quality data and full-stack technologies that support reliable AI systems and generative AI applications.
What you will do
- Analyze frontier LLM and agent behavior to identify, characterize, and diagnose capability gaps, reasoning errors, robustness issues, and alignment failures.
- Design and build benchmarks and evaluation methods for text and multimodal models.
- Apply SFT, RLHF, preference modeling, reward modeling, and instruction-tuning expertise to connect observed failures with data and training interventions.
- Define evaluation best practices with research and engineering partners.
- Collaborate with foundation model labs to translate failure analysis into technical and strategic input.
- Publish research findings at leading AI conferences.
Requirements
- Ph.D. or Master's degree in Computer Science, Machine Learning, AI, or a related field.
- Deep understanding of deep learning, reinforcement learning, and large- model fine-tuning.
- Experience with LLM evaluation, benchmark development, and post-training techniques such as RLHF, preference modeling, or instruction tuning.
- Published machine learning research in major conferences or journals, including venues such as NeurIPS, ICML, ICLR, ACL, EMNLP, or CVPR.
- Excellent written and verbal communication skills.
- Previous experience in a customer-facing role.
Culture & Benefits
- Comprehensive health, dental, and vision coverage.
- Retirement benefits and generous paid time off.
- Learning and development stipend.
- Potential commuter stipend depending on eligibility.
- Eligible roles may include equity compensation subject to approval.
- Inclusive equal-opportunity workplace with reasonable accommodation support.
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