Senior AI/ML Research Engineer – Model development
Sunnyvale, CA, United States
USD 150K-222K (estimate) Senior-level Full Time
Tasks
- Adapt pretrained vision and multimodal models on surgical data
- Build and maintain training and data pipelines
- Collaborate with annotation teams on label taxonomies and data quality
- Combine demonstration data with simulation
- Connect perception to reasoning and action
- Define and run model evaluation for performance and repeatability
- Develop fine tune and evaluate foundation and multimodal models
- Establish safe failure and abort behavior
- Extract anatomy instruments actions and context from intraoperative video
- Implement human in the loop pipelines
- Partner across AI ML robotics software and data engineering to align interfaces
- Translate offline evaluation into real time OR integration
Perks/Benefits
- N/A
Skills/Tech-stack
Behavior Cloning | C++ | Data pipeline | Decision Making | Deep learning | Domain Randomization | Embodied AI | Fine Tuning | Human-in-the-loop | Imitation Learning | JAX | Language Models | Linear Algebra | Machine Learning | Model Fine-tuning | Optimization | Probability | PyTorch | Python | Reinforcement Learning | Self-Supervised Learning | Self-supervised | Sequential decision making | Sim-to-Real | Simulation | Supervised Learning | TensorFlow | The Loop | Transformer | Vision Language Models | Vision-language | Vision-language-action
Education
Regions
Countries
States
Cities
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