Software Engineer II, MLOps Framework

Location: Remote - US

Salary: $139,000–$166,800 USD annually, plus bonus and stock options

Company

Develop software for automated trucks and autonomous driving systems in partnership with a truck manufacturer.

What you will do

• Architect and implement model conversion and compilation pipelines using ONNX, TensorRT, and torch.compile.
• Deploy and optimize models for edge devices such as NVIDIA Orin.
• Maintain the model release registry and ensure traceability and reproducibility across model versions and target platforms.
• Benchmark latency and validate model quality parity against safety-critical performance requirements.
• Compare metrics across hardware platforms and communicate actionable findings to model development, perception, and safety teams.

Requirements

• Bachelor’s degree in Computer Science, Electrical Engineering, Robotics, or a related field with 4+ years of relevant experience, or a master’s degree with 2+ years.
• Extensive experience with ONNX, TensorRT, torch.compile, model conversion, compilation, latency benchmarking, and quality parity validation.
• Hands-on experience deploying and testing models on edge or embedded platforms such as NVIDIA Orin.
• Experience maintaining a production model release registry.
• Ability to interpret performance metrics across hardware platforms and validate strict latency and accuracy requirements.

Nice to have

• Model quantization experience, including PTQ and QAT, and mixed-precision inference with INT8, FP8, FP4, BF16, or FP16.
• Experience releasing models across heterogeneous, multi-target platforms.
• Knowledge of autonomous driving perception algorithms, including temporal 3D object detection, BEV, 3D Occupancy Networks, and multimodal sensor fusion.
• C++ or CUDA kernel development experience.

Culture & Benefits

• Collaborative, energetic, and team-focused work environment.
• 100% paid medical, dental, and vision premiums for full-time employees.
• 401(k) plan with a 6% employer match.
• Flexible schedule and generous paid vacation available immediately after starting.
• AD&D and life insurance.