Senior Engineer, AV Behavior Evaluation

Job description

Job responsibilities

• Propose behavioral expectations on AV capabilities
• Support standardization of metrics used in performance evaluation for AV Capabilities to ensure consistency
• Effectively utilize existing metrics and propose the need for new metrics to evaluate AV performance in large scale simulation testing
• Propose soft/hard targets for metrics using statistical methods and back them up with driving data
• Propose and implement ideas to analyze simulation, resimulation and public road testing results for stakeholders in Systems, Autonomy, Safety etc.
• Deliver strategic insights and recommendations on projects regarding scenario-based testing
• Build meaningful visualizations and templates for the team to utilize
• Focus on automating result analysis processes and gaps, removing manual processes where applicable

Job requirements

• Bachelor's degree and 2 years of experience in Engineering, Computer Science, Data Science OR equivalent experience in in relevant industry
• Strong understanding of Autonomous Vehicle architecture and functions of key subsystems such as perception, planning, prediction etc.
• Experience with analyzing simulation and real world data for robotic systems, preferably autonomous vehicles
• Fluency in SQL or similar languages
• Fluency in data visualization techniques
• Experience in building python based projects for data analysis and insights
• Excellent interpersonal skills to build relationships with other teams
• Excellent communication skills; effective in communicating complex concepts and driving resolutions