Data Governance
Tasks
- Assess AI use cases through intake to production
- Assess and remediate data quality issues
- Define critical data elements
- Develop enterprise data governance program
- Document data lineage and data flows
- Embed governance controls in data pipelines
- Evaluate AI privacy and explainability risks
- Govern AI solutions with data controls
- Govern LLM and RAG data sources
- Implement governance enablement in Azure environments
- Maintain business glossaries and data definitions
- Maintain data dictionary and data catalog
- Manage access governance and retention
- Manage data stewardship assignments
- Operationalize data governance framework
- Perform root cause analysis
- Prepare governance reporting and metrics
- Support data classification and sensitive data handling
- Support data literacy programs
- Track data quality scorecards and KPIs
- Translate governance policies into operational controls
Perks/Benefits
- N/A
Skills/Tech-stack
AI Search | AWS Glue | Access Governance | Alation | Apache Airflow | Apache Kafka | Audit Logging | Azure AI | Azure AI Search | Azure Data | Azure Data Factory | Azure Data Lake | Azure Databricks | Business glossary | Collibra | DBT | DLP | Data Catalog | Data Classification | Data Dictionary | Data Factory | Data Governance | Data Lake | Data Lineage | Data Privacy | Data Quality | Data Retention | Data Risk | Data Stewardship | Data Stewardship Framework | Data risk management | Databricks | Embeddings | Encryption | Faiss | IAM | Informatica | LLM monitoring | MLflow | Metadata Management | Microsoft Fabric | Microsoft Power | Microsoft Power BI | Microsoft Purview | PGVector | Pinecone | Power BI | Prompt engineering | RAG | Regulatory Compliance | Risk Management | SQL | Secrets management | Snowflake | Tokenization | Vector Databases | Vector Search | Weaviate
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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