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apptronik

20 hours ago

Principal Robotics Machine Learning Engineer

Onsite · Austin, TX Austin, TX

pythonpytorch software engineering

greenhouse

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AI TL;DR

You will develop and deploy machine learning models for robotic manipulation in Austin, TX. This role involves working on the entire lifecycle of learned manipulation from data design to on-robot deployment.

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  1. What would you ship in the first month as Principal Robotics Machine Learning Engineer at apptronik?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

You will develop and deploy machine learning models for robotic manipulation in Austin, TX. This role involves working on the entire lifecycle of learned manipulation from data design to on-robot deployment.

Details

  • Austin, TX, work from office
  • 5+ years of experience in deploying machine learning models on robotic systems
  • Proficiency in Python and PyTorch

The work

  • Implement and deploy ML models for object manipulation tasks
  • Drive data collection strategy and curation for manipulation learning
  • Manage the development cycle from simulation to robot deployment
  • Identify and prioritize performance bottlenecks in the system