Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Research Scientist, Post-Training (LLM post-training and multimodal AI): Researching and developing methods such as SFT, RLHF, reward modeling, and preference optimization to improve large-scale generative models with an accent on alignment, generalization, and data-driven evaluation. Focus on analyzing model behavior, mitigating bias, improving robustness, and publishing findings in major AI venues.
Company
Scale AI develops reliable AI systems, providing high-quality data and full-stack technologies for leading AI models and enterprise and government applications.
What you will do
- Research and develop post-training techniques including supervised fine-tuning, RLHF, and reward modeling for large-scale generative models.
- Improve LLM capabilities across text and multimodal modalities.
- Design and experiment with preference optimization approaches.
- Analyze model behavior, identify weaknesses, and develop solutions for bias mitigation and model robustness.
- Collaborate with researchers and engineers to define best practices for data-driven AI development.
- 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-scale model fine-tuning.
- Experience with RLHF, preference modeling, instruction tuning, or related post-training techniques.
- Excellent written and verbal communication skills.
- Published machine learning research in major conferences or journals.
- 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.
- Eligible roles may include equity compensation and a commuter stipend.
- Inclusive equal opportunity workplace with reasonable accommodations for applicants with disabilities.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
4 часа назад
Machine Learning Research Scientist, Post-Training (AI)
180 600 - 225 750$
12 часов назад
Machine Learning Research Scientist, Evaluations (AI)
180 600 - 225 750$
4 дня назад
Sr. Machine Learning Engineer (AI)
195 200 - 361 200$
7 дней назад
Machine Learning Engineer, Research (Healthcare AI)
225 000 - 300 000$
7 дней назад
AI Research Scientist (ML/NLP)
7 дней назад