The Bot Company
Machine Learning: Multimodal Foundation Models
San Francisco
Sponsorship not specifiedDetected 147 days ago
PythonC++Machine LearningLLMsExcelResearch
About the role
- We're a small team of engineers, designers, and operators based in San Francisco.
- Our team comes from Tesla, Cruise, OpenAI, Google, Pixar, and many other great companies.
- Our team is deliberately lean to promote rapid decision making and do away with bureaucracy and hierarchy.
Responsibilities
- Improve Cross-Modal Reasoning: Research and implement methods to ensure the model doesn't just "associate" modalities but actually reasons through them (e.g., grounding visual physics in kinematic constraints).
- Own the Training Loop End-to-End: Design, run, debug, and iterate on large-scale training experiments
- diagnosing failure modes, improving data mixtures, and tightening evaluation to drive measurable gains.
- Ship and Iterate on Real Systems: Integrate models into real robotic stacks, build on robot code to deploy your models, and optimize performance for edge inference.
- Own the Training Loop End-to-End: Design, run, debug, and iterate on large-scale training experiments; diagnosing failure modes, improving data mixtures, and tightening evaluation to drive measurable gains.
- You will work on large multi-modal networks and own the entire stack from data to training and deploying models.
- Research and implement methods to ensure the model doesn't just "associate" modalities but actually reasons through them (e.g., grounding visual physics in kinematic constraints).
- Design, run, debug, and iterate on large-scale training experiments; diagnosing failure modes, improving data mixtures, and tightening evaluation to drive measurable gains.
- Integrate models into real robotic stacks, build on robot code to deploy your models, and optimize performance for edge inference.
Requirements
- Production MLLM Experience: Track record of training and deploying large-scale multimodal models.
- If you enjoy understanding systems at all levels, move fast, and think even faster, you'll thrive here.
- All roles at The Bot Company demand extreme sharpness and the ability to move fast in high-intensity environments.
Benefits
- Develop architectures where vision, language, and more modalities share a unified representation.
Company info
- We are building unified foundation models that natively reason across text, image, video, and kinematics to drive intelligent robotic policies.
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