The Bot Company - Machine Learning: Multimodal Foundation Models
Requirements
• Very strong coding skills in Python, C++, or Rust. • Production MLLM Experience: Track record of training and deploying large-scale multimodal models. • Pretraining & RL Mastery: Deep intuition for LLM-style pretraining, post-training, and Reinforcement Learning at scale. • Infrastructure Fluency: Comfortable managing and optimizing large-scale experiments on massive GPU clusters.
Responsibilities
• Build Native Multimodal Policies: Develop architectures where vision, language, and more modalities share a unified representation. • 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.
Benefits
• Base $200K – $350K • Actual compensation will depend on skills, experience, and qualifications. • Base salary is one part of the total compensation package. The role is also eligible for equity through the company’s discretionary equity program, along with a comprehensive benefits package that includes medical, dental, and vision coverage, and access to a 401(k) plan. • Upload your resume here to autofill key application fields. • Drop your resume here! • Parsing your resume. Autofilling key fields... • or drag and drop here • We are in San Francisco, and everyone comes to the office every day. If you live elsewhere, we will help you relocate, but all employees are expected to be in the office. We do not do hybrid or remote work. Is this OK with you? • Describe the most exceptional thing you have built • If you know someone at The Bot Company, also mention them here • What parts of the job description match your experience? Be specific • Are you legally authorized to work in the United States for any employer? • Do you now, or will you in the future, require employer sponsorship to legally work for our company in the United States?
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