Machine Learning Data Analyst
Tasks
- Build automated data pipelines for collection labeling validation and metric computation
- Build dashboards and monitoring for performance tracking
- Define implement and automate model evaluation metrics and reporting
- Establish and monitor data and labeling quality standards
- Investigate data quality issues end to end
- Orchestrate end to end pipeline workflows
- Partner with ML engineers and product stakeholders to prioritize and unblock work
- Perform root cause analysis for metric drops
- Write SQL and Python for data investigation and processing
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Redshift | Apache Airflow | Cloud Data | Cloud Data Warehouse | Dagster | Data Pipelines | Data Quality | Data Validation | Data Warehouse | Data labeling | Database querying | Google BigQuery | Machine Learning | Prefect | Python | SQL | Snowflake | Statistical Analysis | Workflow Orchestration
Education
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