
Expert Cloud Data Solutions Developer
1 week ago
Job Description:
We are seeking a skilled Data Engineer to develop and maintain automated data pipelines for analytics initiatives.
This role will focus on building production-ready workflows for ingestion, transformation, quality checks, lineage capture, access auditing, cost usage analysis, retention tracking, and metadata integration using Azure Databricks, Azure Data Lake, and Microsoft Purview.
Key Responsibilities:- Pipeline Development – Design, build, and deploy robust ETL/ELT pipelines in Databricks (PySpark, SQL, Delta Lake) to ingest, transform, and curate governance and operational metadata from multiple sources landed in Databricks.
- Granular Data Quality Capture – Implement profiling logic to capture issue-level metadata (source table, column, timestamp, severity, rule type) to support drill-down from dashboards into specific records and enable targeted remediation.
- Governance Metrics Automation – Develop data pipelines to generate metrics for dashboards covering data quality, lineage, job monitoring, access & permissions, query cost, usage & consumption, retention & lifecycle, policy enforcement, sensitive data mapping, and governance KPIs.
- Microsoft Purview Integration – Automate asset onboarding, metadata enrichment, classification tagging, and lineage extraction for integration into governance reporting.
- Data Retention & Policy Enforcement – Implement logic for retention tracking and policy compliance monitoring (masking, RLS, exceptions).
- Job & Query Monitoring – Build pipelines to track job performance, SLA adherence, and query costs for cost and performance optimization.
- Metadata Storage & Optimization – Maintain curated Delta tables for governance metrics, structured for efficient dashboard consumption.
- Testing & Troubleshooting – Monitor pipeline execution, optimize performance, and resolve issues quickly.
- Collaboration – Work closely with the lead engineer, QA, and reporting teams to validate metrics and resolve data quality issues.
- Security & Compliance – Ensure all pipelines meet organizational governance, privacy, and security standards.
Requirements:
- A bachelor's degree in Computer Science, Engineering, Information Systems, or related field.
- 4+ years of hands-on data engineering experience, with Azure Databricks and Azure Data Lake.
- Proficiency in PySpark, SQL, and ETL/ELT pipeline design.
- Demonstrated experience building granular data quality checks and integrating governance logic into pipelines.
- Working knowledge of Microsoft Purview for metadata management, lineage capture, and classification.
- Experience with Azure Data Factory or equivalent orchestration tools.
- Understanding of data modeling, metadata structures, and data cataloging concepts.
- Strong debugging, performance tuning, and problem-solving skills.
- Ability to document pipeline logic and collaborate with cross-functional teams.
Preferred Qualifications:
- Microsoft certification in Azure Data Engineering.
- Experience in governance-heavy or regulated environments (e.g., finance, healthcare, hospitality).
- Exposure to Power BI or other BI tools as a data source consumer.
- Familiarity with DevOps/CI-CD for data pipelines in Azure.
- Experience integrating both cloud and on-premises data sources into Azure.
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