11 часов назад
AI Research Scientist (Adaptive Behavior Systems)
176 000 - 253 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Research Scientist (Adaptive Behavior Systems) (Generative AI and Human Behavior Modeling): Developing and evaluating foundational and generative machine learning models that represent human beliefs, preferences, and cognition as they change over time with an accent on large-scale model training, fine-tuning, benchmarking, and behavioral science. Focus on building human-centered AI systems, integrating behavioral science with advanced machine learning, publishing research, and transferring research prototypes into Toyota products.
Location: Los Altos, California, United States; hybrid workplace
Salary: $176,000–$253,500 per year for California-based roles
Company
Research and development organization advancing AI, robotics, autonomous driving, and material sciences to improve human life and mobility.
What you will do
- Conduct machine learning research integrating behavioral science into Human-Centered AI.
- Develop and evaluate generative AI and machine learning methods for modeling human behavior.
- Train, fine-tune, benchmark, and assess large-scale foundational models and agentic systems.
- Collaborate with researchers across disciplines and with university partners.
- Publish findings in academic journals and conferences and communicate research to Toyota stakeholders.
- Transfer research insights and prototypes into Toyota technologies.
Requirements
- PhD in computer science, machine learning, or a closely related field, plus 1–7 years of machine learning research or related industry-project experience.
- Strong publication record in machine learning, NLP, deep learning, or related fields.
- Experience with LLM or MLLM pretraining, fine-tuning such as SFT and RLHF, and agentic systems.
- Proficiency in Python and modern deep learning frameworks such as PyTorch or TensorFlow.
- Ability to independently identify research opportunities, formulate problems, and lead projects end to end.
- Strong collaboration, communication, project management, and autonomous working skills.
Nice to have
- Experience with diffusion models, uncertainty modeling, reinforcement learning, or physiological signal processing.
- Background in cognitive or behavioral human modeling with generative AI.
- Experience in computational behavioral or social science, human-computer interaction, or neuroscience.
Culture & Benefits
- Medical, dental, and vision insurance.
- 401(k) eligibility and paid vacation, sick, and parental leave.
- Annual cash bonus structure.
- Collaborative and inclusive environment supporting cross-disciplinary research.
- Applications should include a Google Scholar link with the complete publication list.
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