Program Manager, Data Quality
Tasks
- Apply statistical process control to labeling errors
- Audit labeling workflows
- Build executive reporting for quality gaps
- Build quality instrumentation
- Connect labeling metrics to model performance
- Define data quality standards
- Develop inter annotator agreement frameworks
- Investigate annotation faults
- Manage offshore annotation quality processes
- Query production databases for root cause
Perks/Benefits
- N/A
Skills/Tech-stack
Data Pipelines | Data Quality | Inter-annotator agreement | Labeling workflows | Machine Learning | Machine learning data | Machine learning data pipelines | Process control | SQL | Statistical Process Control | Taxonomy design
Education
Regions
Countries
States
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