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← Torc Robotics

Software Engineer II, MLOps Framework

Torc Robotics
Location
Remote - US
Posted
1 month ago
Department
Data Loop and Simulation
Salary
$139,000 - $166,800
What they actually want (must-haves)
  • Bachelor’s Degree in Computer Science, Robotics, Electrical Engineering or related technical field plus 4+ years of experience or Master’s Degree plus 0-3+ years of experience
  • Extensive experience with model conversion and compilation pipelines (ONNX, TensorRT, torch.compile)
  • Hands-on experience deploying and testing models on edge hardware (e.g., NVIDIA Orin or similar embedded platforms)
  • Experience maintaining a model release registry in a production environment
  • Ability to compare and interpret performance metrics across hardware platforms to validate models against strict latency and accuracy requirements
Nice to have
  • Expertise in model quantization (PTQ, QAT) and mixed-precision inference (INT8, FP8, FP4, BF16/FP16)
  • Experience releasing multi-target models across heterogeneous platforms
  • Familiarity with SOTA autonomous driving perception algorithms
  • C++ and/or CUDA kernel development
What the job really is

As a Software Engineer II on the MLOps Framework & Conversion team at Torc, you will be responsible for architecting and implementing model conversion and compilation pipelines for deploying machine learning models on edge hardware. Your role will involve maintaining a model release registry, performing latency benchmarking, and ensuring that models meet strict performance requirements for autonomous trucking. Collaboration with perception and safety teams is key to ensure reliable outcomes in model deployment.

Benefits
  • A competitive compensation package that includes a bonus component and stock options
  • 100% paid medical, dental, and vision premiums for full-time employees
  • 401K plan with a 6% employer match
  • Flexibility in schedule and generous paid vacation
  • AD+D and Life Insurance
Things to weigh
  • No specific mention of remote work policies beyond being remote - US
  • The role requires a strong technical background and experience in a specialized field, which may limit the candidate pool
  • The job description emphasizes strict performance requirements which may imply high pressure to meet deadlines
Job score4.2/5
Benefits3/5
Freshness4/5
Career value4/5
Role clarity5/5
Pay transparency5/5

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