Robot Autonomy Scientist RL & Dexterous Manipulation
$150k - $250kDeft AI, Inc.
What you'll do
- Design and develop robot autonomy software stack and algorithms to enable capabilities including grasping and more dexterous behaviors in unstructured environments
- Research and implement state-of-the-art robot learning policies, including reinforcement learning and imitation learning-based techniques
- Build reliable, high-speed robot autonomy software stack optimized for inference performance
- Design and maintain robust data collection and curation pipelines for production robot fleets
- Optimize robot policies for distributed training at scale and real-time edge deployment
- Ship production quality, safety-critical software
- Advance SOTA dexterous manipulation research through novel methodologies while bridging theory & practice—real customer use-cases with clear success criteria.
- PhD or MS degree in Computer Science, Machine Learning, Robotics, or equivalent technical discipline
- Deep expertise in machine learning fundamentals, reinforcement learning, and associated frameworks (PyTorch, TensorFlow, Ray, etc.)
- 3+ years of proven track record developing and deploying ML systems from research through production implementation
- Hands-on experience with model lifecycle management including training, deployment, and maintenance in production settings
- Authored or co-authored peer-reviewed publications in robotics or related fields
- Hands-on experience designing and implementing bimanual manipulation tech stacks with imitation learning or RL-based methods
- Background in real-time ML inference systems, simulation-to-reality transfer, or advanced reinforcement learning implementations
- We support publishing at top robotics/ML venues and presenting at conferences (travel + time fully covered).
- Medical, dental & vision plans
- Daily meals stipend
- $150,000 - $250,000 annual salary + cash and stock awards + benefits
- The pay offered for this position may vary based on several individual factors, including job-related knowledge, skills, and experience. The total compensation package may also include additional components/benefits depending on the specific role. This information will be shared if an employment offer is extended.
Vacancy posted 14 hours ago
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