Software Engineer II, MLOps

Job Summary

Working remotely, the full-time Software Engineer II, MLOps will architect and implement model conversion and compilation pipelines for deployment on edge devices, maintain a model release registry, and perform latency benchmarking to ensure safety-critical performance for autonomous trucking.

Key responsibilities

• Architect and implement model conversion and compilation pipelines using tools such as ONNX and TensorRT
• Maintain and evolve the model release registry to ensure traceability and reproducibility across model versions
• Perform rigorous latency benchmarking and model quality evaluations to validate compliance with performance requirements

Required qualifications

• Bachelor's Degree in Computer Science, Electrical Engineering, Robotics, or related field plus 4+ years of relevant experience; or Master's Degree plus 2+ years
• 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)
• Experience maintaining a model release registry in a production environment
• Ability to compare and interpret performance metrics across hardware platforms