Related skills
data analysis python databricks data pipelines pyspark📋 Description
- Generate test sets of driving logs to evaluate autonomous driving performance.
- Validate and optimize test sets to meet requirements and reflect distribution of robotaxi service.
- Collaborate with cross-functional teams to gather requirements and integrate tests.
- Develop and maintain data pipelines and tools for test set creation and management.
- Define and document best practices for design, curation, and maintenance of large-scale test sets.
- Present findings and test-set characteristics to technical and non-technical audiences to inform development.
🎯 Requirements
- Master's degree in Data Engineering/Data Science/Quantitative Science (or PhD) with >=3 years experience.
- Proficiency in Python for data analysis and scripting.
- Experience building and curating large test sets for statistics or performance analysis.
- Strong communication and collaboration skills for cross-functional teams.
- Experience with PySpark.
- Experience with Databricks or AWS EMR.
🎁 Benefits
- Comprehensive benefits including health insurance, disability and life cover.
- Paid time off and stock-based compensation.
- RSUs and stock appreciation rights may be offered.
- Accommodations available upon request.
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