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Mid LevelFull-timePythonMachine LearningAI
Salary Range
$167,000 - $228,000 /year
About the Role
We are looking for a Data Scientist to join our Perception Verification and Validation team at Zoox. This role involves working with autonomous driving systems to develop datasets and metrics that quantify the performance of our perception system.
Key Responsibilities
- →Define key performance metrics to measure the impact of new features on the perception stack and end-to-end system behavior
- →Create and maintain datasets for evaluating the perception stack and end-to-end driving performance
- →Analyze large-scale metric results to identify patterns and insights about perception failure modes
- →Design and implement statistical methods to quantify uncertainty in performance and validation metrics
Requirements
- ✓Master's or PhD degree in Statistics, Mathematics, Computer Science, or a related field
- ✓Proficient using data query languages (SQL and/or Spark/scala) to build complex data queries at scale
- ✓Proficient in Python for building production-quality code
- ✓Basic experience with autonomous driving, safety-critical systems, or computer vision systems
- ✓Proficient in exploratory data analysis (EDA) and data visualization
- ✓Background in statistical modeling and analysis
Benefits
- ★Summary Bullets
- ★Define key performance metrics for perception systems
- ★Create and maintain datasets for evaluation
- ★Analyze large-scale metric results
- ★Implement statistical methods for quantifying uncertainty
- ★Master's or PhD in relevant field
- ★Proficient in SQL, Spark, Scala, and Python
- ★Experience with autonomous driving systems
- ★Requirement Bullets
- ★Master's or PhD degree in Statistics, Mathematics, Computer Science, or related field
- ★Proficient using data query languages (SQL and/or Spark/scala)
- ★Proficient in Python for building production-quality code
- ★Basic experience with autonomous driving, safety-critical systems, or computer vision systems
- ★Proficient in exploratory data analysis (EDA) and data visualization
- ★Background in statistical modeling and analysis
- ★Benefit Bullets
