3d Machine Learning Engineer

Autonomy Work

Irvine, CA, United States
On-site
3d machine learning models
Multimodal machine learning models
Reality capture data
Autonomy Work is seeking a 3D Machine Learning Engineer to join their Irvine, CA team, focusing on developing machine learning models for robotics applications. The position emphasizes hands-on work with real-world data and collaboration across various teams to enhance AI systems in field deployments

Job Summary

  • We build risk-aware, reliable, field-ready AI systems that solve the hardest problems in robotics and unlock the full potential of embodied intelligence.
  • Your work will directly contribute to automated progress tracking, deviation analysis, and semantic scene understanding of construction sites.
  • You will collaborate closely with software, autonomy, and product teams to ensure seamless integration of these AI models into our production environments.

Matching Summary

Match Score: 85

Autonomy Work is seeking a 3D Machine Learning Engineer to join their Irvine, CA team, focusing on developing machine learning models for robotics applications. The position emphasizes hands-on work with real-world data and collaboration across various teams to enhance AI systems in field deployments.

Skills & Requirements

Must-have

  • 3D machine learning models
  • multimodal machine learning models
  • reality capture data
  • point clouds, 360 photos, RGBD images
  • automated progress tracking
  • semantic scene understanding

Nice-to-have

  • risk-aware AI systems
  • rigorous engineering
  • learning systems proven in deployments

Key Requirements

  • Experience with 3D and multimodal ML
  • Experience with reality capture data
  • Experience with construction site analysis

Work Rights

Not specified

Tailored Resume

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