Software Engineer, Neural Net Deployment
January 12
Description
• Work with algorithm teams to optimize new models for in-vehicle deployment • Build 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, testable code • Work within the Perception team to leverage data, and 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
• Skilled with modern C++, Python • Skilled with PyTorch, TensorFlow, TensorRT, CUDA • Experience with runtime performance profiling on x86, ARM and Nvidia GPUs • Comfort iterating on complex problems and models: problem definition, data, bring-up, debugging, evaluation and deployment • Excellent communication skills • Self-starter, able to work and overcome challenges 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, flexible work schedule (Flex Time Off) • Annual career development stipend to support and encourage your career growth • Home office stipend • Business trips to Outrider HQ in Denver, Colorado to stay connected with the team (3-4 times/year)
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