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SeniorFull-timePythonML
Salary Range
$190,000 - $258,000 /year
About the Role
We are looking for an experienced data scientist to join the Perception Data and Labeling team at Zoox. This role focuses on training and evaluation data that powers perception ML models for autonomous driving.
Key Responsibilities
- →Define and implement scalable data quality measures across complex, multimodal data labeling pipelines
- →Drive data-centric ML model improvements to achieve critical Zoox milestones
- →Support an org-wide data ontology and class structure for perception models
- →Determine trade-offs and integrations between human-labeled, human-in-the-loop, and zero-shot autolabeled data
- →Build metrics to quantify labeling throughput, capacity, and annotator/vendor quality
Requirements
- ✓Master's or PhD degree in a field relevant to autonomous driving or a related field
- ✓Proficient using data query languages (SQL and/or Spark/scala) to build complex data queries at scale
- ✓Proficient in exploratory data analysis (EDA) and data visualization
- ✓Background in statistical modeling and analysis
- ✓Experience with data-centric ML development and data curation
Benefits
Comprehensive package of benefits including paid time off, health insurance, and various insurance options
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