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Software Engineer II, MLOps Framework

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Software Engineer II, MLOps Framework in USA

  • Torc Robotics
  • Full time
  • Email
  • Remote

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.

Salary: $139k - $167k/yr

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 t...

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