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Software Engineer, Neural Network Deployment Specialist

hace 2 meses

Ciudad de México, Ciudad de México Outrider A tiempo completo

About Outrider

Outrider is a pioneering software company that is revolutionizing the logistics industry by automating distribution yards with electric, self-driving trucks. Our innovative system eliminates hazardous and repetitive manual tasks, improving safety and efficiency. Outrider's mission is to drive the rapid adoption of sustainable freight transportation. We are a private company founded in 2018 and backed by top-tier investors. Our customers are Fortune 200 companies, and our autonomous trucks are already running in distribution yards.

The Role

We are seeking a skilled software engineer with expertise in neural network deployment to join our Perception organization. The ideal candidate has experience deploying complex neural networks on hardware in challenging runtime-critical applications and leveraging GPU capabilities to accelerate workloads. Experience developing and deploying algorithms in robotics using camera, lidar, and radar data is a plus.

Duties & Responsibilities
  • Collaborate with algorithm teams to optimize new models for in-vehicle deployment
  • Design and maintain evaluation tooling to monitor performance of offline and online models
  • Work cross-functionally as a member of the Perception: Sensors & Integration team
  • Write clean, performant, and testable code
  • Contribute to the development of perception software and work with other teams to deliver solutions ready for deployment on the autonomous vehicle
  • Mentor and guide other team members to help achieve overall perception goals
  • Perform on-vehicle testing and data collection as necessary
  • Manage deployment and dependencies of perception software on-vehicle
Requirements
  • Proficient in modern C++ and Python programming languages
  • Experience with PyTorch, TensorFlow, TensorRT, and CUDA
  • Experience with runtime performance profiling on x86, ARM, and Nvidia GPUs
  • Ability to iterate on complex problems and models: problem definition, data, bring-up, debugging, evaluation, and deployment
  • Excellent communication and collaboration skills
  • Self-motivated and able to work independently
  • Experience working with camera, lidar, and radar data in a robotics application
  • Familiarity with Linux, ROS, and AWS
Benefits
  • Competitive compensation package
  • Ownership of projects from day one, highly collaborative teams, and a dynamic work environment
  • 100% remote work flexibility with a flexible schedule
  • Annual career development stipend to support career growth
  • Home office stipend
  • Opportunities for business trips to Outrider HQ in Denver, Colorado to stay connected with the team

At Outrider, we value diversity and inclusion, and we strive to create an environment where everyone's opportunities are limitless, regardless of their background or identity.