Software Engineer II, MLOps Framework
Torc Robotics3 hours ago
Remote, United StatesMid Level
H1B Sponsor
Base Salary
$139k - $167k/yr
Responsibilities
- Architect and implement model conversion and compilation pipelines using ONNX, TensorRT, and torch.compile for deployment on edge devices such as NVIDIA Orin.
- Maintain and evolve the model release registry to ensure traceability and reproducibility across model versions and target platforms.
- Perform latency benchmarking and model quality parity evaluations against safety-critical performance requirements.
- Compare performance metrics across hardware platforms to validate latency and accuracy compliance before release.
- Collaborate with model development teams and stakeholders to translate findings into reliable, actionable outcomes.
Requirements
- Bachelor's degree in Computer Science, Electrical Engineering, Robotics, or a related field plus 4+ years of relevant experience, or a master's degree plus 2+ years of relevant experience.
- Extensive experience with model conversion and compilation pipelines using ONNX, TensorRT, and torch.compile.
- Experience performing latency benchmarking and model quality parity validation.
- Hands-on experience deploying and testing models on edge hardware such as NVIDIA Orin or similar embedded platforms.
- Experience maintaining a production model release registry.
- Ability to interpret performance metrics across hardware platforms against strict latency and accuracy requirements.
- Preferred experience with PTQ, QAT, mixed-precision inference, multi-target model releases, autonomous-driving perception algorithms, multi-modal sensor fusion, C++, and CUDA kernel development.
Benefits
- 100% employer-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 the start date.
- AD&D and life insurance.
- Full-time role with bonus and stock-option components included in the compensation package.
Tech Stack
Categories
About Torc Robotics
Torc Robotics, headquartered in Blacksburg, Virginia, offers a complete autonomous software solution for the trucking/freight industry. Torc was acquired by Daimler – the largest heavy-duty truck manufacturer in North America – in August 2019. We are working together to develop highly automated trucks to improve the safety and efficiency of transporting goods. We are experts in providing autonomous vehicle solutions and we partner with other industry leaders to bring this new technology to work in the real world. Our mission is to drive the future of freight through safer roads and the efficient transport of critical goods. #TorcDriven #TorcRobotics