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Senior Software Engineer, Driving Behaviors
Posted on 5/26/2022
INACTIVE
Locations
Menlo Park, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Science
Python
Requirements
  • Degree in a technical field - advanced degrees are preferred
  • Five years experience with software development
  • Experience as a technical lead or engineering manager
  • Hands-on programming experience in Python
  • Strong communication skills; ability to collaborate with cross-functional partners
  • (Nice to have) A background in one or more of the following areas
  • Motion planning & controls
  • Data science
  • Machine learning
  • Systems engineering
  • Physics modeling
  • Robotics
  • Self-Driving
Responsibilities
  • Develop team roadmap and goals; organize execution
  • Develop relationships with Autonomy teams to improve actionability of team deliverables
  • Set up collaborations with Systems Engineering, Safety, and Operations teams to ensure onroad safety
  • Deliver software and automation to enable scalable, data-driven performance analysis
  • Create metrics and classifiers to characterize AV system level performance
  • Break down the driving task into key behaviors for analysis
  • Leverage annotations of good and bad real-world driving to create a behavioral dataset
  • Monitor and improve our ability to correctly classify performance issues
  • Mine our archive of real-world driving to find relevant or challenging driving scenarios
  • Analyze and quantify AV performance in simulation and in onroad operations
Woven Planet

201-500 employees

Autonomous driving technology
Company Values
  • Creative Ownership: Embrace your creative responsibility for pioneering the future of mobility and feel the pride of ownership in the things you make – both as an individual and as a contributing team member.
  • Growing Together Through Teamwork: An open mind, a humble heart and respect for your teammates will enable you to learn from their unique perspectives, nurture your personal growth, and maximize the cooperation that powers your team.
  • Courage To Make History: Have the courage to make heroic breakthroughs that make the world safer and better sooner. Nurture an optimistic mindset to eagerly tackle challenges, turn failure into innovation, and continuously expand your knowledge.