Collaborate cross-functionally with specialists in multiple fields, as well as university partners, to research and develop technology that employs and leverage generative AI to understand human behavior and preferences.
Conduct research that integrates behavioral and social science concepts with machine learning methods to push the boundaries of knowledge and the state of the art in Human-Centered AI.
Stay up to date on the state-of-the-art in Machine Learning theories, practice, and software.
Collaborate with scientists in the Carbon Neutrality Department to shape our research program and to communicate research to Toyota collaborators.
Publish findings in academic journals and/or conferences.
Contribute to technology transfer of research throughout Toyota.
Requirements
PhD or equivalent experience in computer science, machine learning, social science computation, or related field.
3+ years of experience engaged in research pertaining to machine learning or related projects in an industry setting.
Experience with LLM/MLLM, large scale fine-tuning (e.g., SFT, RLHF), RAG and agentic systems.
Experience in human-centered research (e.g. behavioral data science, computational social science, human-computer interaction), including qualitative and/or quantitative methods such as experiments and user studies.
Experience with Python, C++, C, Java or other related language deep learning frameworks such as Pytorch or Tensorflow.
Strong data science skills.
Proficiency in other big data languages and tools for cloud environments (e.g. Databricks, SQL, PySpark).
Broad knowledge of machine learning approaches and theory.
Ability to work collaboratively across subject areas and functions.
Strong project management skills and desire to work on challenging open-ended research projects.
Evidenced skill in operating autonomously while seeking feedback.
Strong interpersonal skills and great teammate.
Ability to communicate complex concepts clearly across different audiences.
Benefits
medical, dental, and vision insurance
401(k) eligibility
paid time off benefits (including vacation, sick time, and parental leave)
annual cash bonus structure
Job title
Senior AI Research Scientist – Human Behavior, Carbon Neutrality
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