Senior Research Engineer at FAR.AI conducting AI safety research. Leading projects on deception detection and vulnerability evaluation of AI models.
About the role
- Senior Expert Research Engineer developing ML models for animation systems in game development. Collaborating with developers to enhance player experience and team capabilities.
Responsibilities
- Developing and training models to solve concrete game-related problems initially focused on animation, lip-sync, text-to-speech, and more.
- Working closely with domain experts from Elsewhere, Activision, and Microsoft, to advance state of art quality and real-time inference performance.
- Helping to identify training data needs and devise data acquisition strategies together with domain experts and asset creators.
- Creating best practices for research and productization, developing robust and efficient training pipelines for production cases.
Requirements
- 3+ years of experience developing ML models for real-time inference scenarios.
- A PhD, or applied research background in industry, around machine learning or relevant areas of technology.
- Very strong math skills with a solid understanding of linear algebra, statistics, probability, and other ML-related math specializations.
- Excellent Python development skills, with very good knowledge of modern ML frameworks such as PyTorch.
- Good understanding of ML inference considerations like on-device deployment, etc.
- Strong ability to distill complex technical concepts into important details in discussions with inter-disciplinary teams.
- Knowledge of animation systems (IK, etc.), computer graphics, real-time physics, etc. (bonus).
- Working knowledge of C++ programming (bonus).
- Experience in the computer games industry (bonus).
Benefits
- No specified benefits listed
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