Principal ML Engineer - Scenario Technology and Coverage

Leading developer of Embodied AI technology for autonomous vehicles
Machine Learning
Principal Software Engineer
Hybrid
10+ years of experience
AI · Automotive
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Description For Principal ML Engineer - Scenario Technology and Coverage

Wayve, founded in 2017, is at the forefront of Embodied AI technology for autonomous vehicles. Our advanced AI software and foundation models enable vehicles to perceive, understand, and navigate complex environments, enhancing the safety and usability of automated driving systems. As a Principal ML Engineer on the Scenario Technology and Coverage team, you'll lead the design and implementation of scalable ML-based tools that enhance our scenario pipeline—from data mining and scenario generation to simulation-based evaluation. Your work will be critical in ensuring our driving models are thoroughly tested and optimized across diverse and realistic conditions. You'll lead the development of robust ML models, architect scalable systems for data mining and synthesis, collaborate with cross-functional teams, drive innovation in scenario coverage, own end-to-end technical solutions, address infrastructure gaps, guide the team through complex challenges, and mentor engineers across teams. We offer a chance to shape the future of autonomous driving, competitive compensation, comprehensive benefits, a dynamic work environment, and a respectful, inclusive culture. Join us in our mission to create autonomy that propels the world forward!

Last updated 6 months ago

Responsibilities For Principal ML Engineer - Scenario Technology and Coverage

  • Lead development of robust ML models and augmentation techniques for scenario generation and validation systems
  • Architect scalable systems for mining, curating, and synthesizing data
  • Collaborate with cross-functional teams to integrate state-of-the-art technologies
  • Drive innovation in scenario coverage
  • Own end-to-end technical solutions
  • Identify and address infrastructure gaps
  • Guide the team in navigating complex technical challenges
  • Mentor engineers across teams

Requirements For Principal ML Engineer - Scenario Technology and Coverage

Python
  • M.S. or Ph.D. in Computer Science, Machine Learning, or related fields
  • 10+ years of industry experience
  • Experience in building, deploying, and scaling production-level ML solutions
  • Deep understanding of ML fundamentals
  • Expertise in Deep Learning, Computer Vision, Traditional ML, or Large Language Models
  • Proficiency in Python
  • Experience leading and executing large-scale, cross-functional projects
  • 7+ years of experience in ML engineering
  • 4+ years in production deployments
  • Hands-on experience with data pipelines, SQL, and managing large-scale databases

Benefits For Principal ML Engineer - Scenario Technology and Coverage

Medical Insurance
Dental Insurance
Vision Insurance
401k
  • Competitive compensation
  • Fully employer-covered medical, dental and vision insurance
  • Life insurance
  • Employer contributed retirement account
  • Therapy
  • Yoga
  • Catered lunch
  • Snacks and drinks
  • Office-wide socials

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