5 часов назад
Machine Learning Research Scientist, Post-Training (AI)
180 600 - 225 750$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Research Scientist, Post-Training (AI): Developing novel post-training methods for large language models in text and multimodal modalities with an accent on SFT, RLHF, reward modeling, and preference optimization. Focus on analyzing model behavior, mitigating bias, improving robustness and generalization, and publishing research in top-tier AI conferences.
Location: San Francisco, New York, or Seattle, United States
Salary: $180,600–$225,750 USD per year, plus equity and benefits.
Company
develops reliable AI systems, high-quality training data, and full-stack technologies for leading AI labs, enterprises, and governments.
What you will do
- Research and develop post-training techniques including supervised fine-tuning, RLHF, and reward modeling for large language models.
- Improve model capabilities across text and multimodal modalities.
- Design and test new approaches to preference optimization.
- Analyze model behavior, identify weaknesses, and develop solutions for bias mitigation and robustness.
- Collaborate with researchers, engineers, and foundation model labs on technical and strategic model-development practices.
- 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 RLHF, preference modeling, instruction tuning, or related post-training techniques.
- Published machine learning research in major conferences or journals.
- Excellent written and verbal communication skills.
- Previous customer-facing experience.
Culture & Benefits
- Comprehensive health, dental, and vision coverage.
- Retirement benefits and generous paid time off.
- Learning and development stipend.
- Equity compensation may be available for eligible roles, subject to approval.
- Commuter stipend may be available for eligible roles.
- Inclusive equal opportunity workplace with reasonable accommodations for applicants with disabilities.
Hiring process
- Compensation and career level are determined during the interview process based on location, skills, qualifications, and interview performance.
- A 90-day waiting period applies before reconsideration for the same role after an application.
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