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Research + Modeling

Palo AltoPosted 4 months ago
Full-timeremote

Job Description

The Role

At Mind Robotics, we’re building generalized physical AI—robotic systems capable of dexterous, adaptive, and reasoning-intensive work in real-world industrial environments. Our models sit at the core of this effort, bridging cutting-edge foundation model techniques with real-world robotic execution.

We’re looking for a Research & Modeling Engineer to build and train the core models that power our systems, and ensure they perform reliably on real robots in production environments.

Responsibilities

  • Design and run large-scale training pipelines for multimodal / VLA systems

  • Own the full loop: data → training → evaluation → deployment on real robots

  • Develop scalable infrastructure for data ingestion, training, and iteration

  • Translate model outputs into reliable, high-performance robotic actions

  • Work hands-on with robots to debug, iterate, and improve behavior

  • Define data strategy (quality, scale, diversity) and evaluation frameworks

  • Continuously improve performance across real-world tasks and environments

Qualifications

  • Built and trained large-scale models (LLMs, VLMs, or robotics foundation models)

  • Deep understanding of modern ML, training dynamics, and optimization at scale

  • Experience with distributed systems and data pipelines for large-scale training

  • Comfortable operating end-to-end: from data → model → real-world deployment (incl. robots)

  • Domain strength in at least one: robotics, VLA systems, or training LLMs/VLMs from scratch

  • Strong Python skills

Nice to Have

  • Experience with dexterous manipulation or complex robotic tasks

  • Experience deploying models in real-world, production environments

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Research + Modeling at Mind Robotics | Renata