Perception Engineer - Offroad

Added
6 hours ago
Type
Full time
Salary
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Related skills

docker python pytorch tensorrt onnx
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πŸ“‹ Description

  • Design and implement perception systems for new product capabilities.
  • Design data strategy for new deployments: data to collect, labeling, production readiness.
  • Evaluate build-vs-reuse for new product lines, with KPIs and collaborators.
  • Triage field model issues: data quality, calibration, and decide fixes or escalation.

🎯 Requirements

  • Strong systems-level understanding of perception (planning/controls a plus).
  • Product-owner mindset focused on customer success and ownership.
  • Experience diagnosing real-world model failures and driving resolution.
  • Comfort translating evolving customer requirements into technical specs.
  • Familiarity with PyTorch, ONNX, TensorRT, Docker, Python, and C++.
  • Nice to have: Flyte (internal ML pipelines) experience.

🎁 Benefits

  • Health, dental, vision, life and disability insurance.
  • 401(k) retirement plan with employer match.
  • Learning and wellness stipends.
  • Paid time off.
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