Data Engineer
Tasks
- Automate data operations and pipeline monitoring
- Build and maintain enterprise data assets
- Build reusable pipelines for ML training evaluation retraining and deployment
- Deploy and maintain machine learning models in production
- Design and implement data infrastructure and workflows
- Develop and enforce MLOps best practices with versioning governance and monitoring
- Implement data governance metadata data tagging and data lineage
- Implement data quality and monitoring frameworks
- Implement feature engineering and predictive model training pipelines
- Implement retrieval-augmented generation workflows
- Integrate tools and monitor data platform health
- Maintain CI/CD pipelines
- Monitor model usage latency cost and drift
- Optimize data pipelines for performance and reliability
- Test end to end data flow across components
- Validate source data accuracy completeness and consistency
Perks/Benefits
- Disability insurance
- Extended health and dental benefits
- Hybrid work
- Paid time off
- Perk programs
- Recognition programs
- Retirement plan matching
Skills/Tech-stack
Agentic AI | Apache Spark | Azure Data | Azure Data Factory | Azure Databricks | Azure Event | Azure Event Hubs | Azure Key Vault | Azure OpenAI | Azure Storage | Azure Web | Azure Web Apps | CD pipelines | CI/CD | CI/CD pipelines | DBT | Data Factory | Data Governance | Data Lakehouse | Data Lineage | Data Modeling | Data Quality | Data Tagging | Database performance | Database performance tuning | Dataform | Dataframes | Design Patterns | Dimensional Modeling | Distributed Systems | Event Hubs | Feature Engineering | Fine Tuning | Functional Programming | Git | Key Vault | Langchain | Llamaindex | ML orchestration | MLOps | Machine Learning | Medallion Architecture | Metadata Management | Microsoft Azure | Model Monitoring | Model versioning | Object-Oriented | Object-oriented programming | Operational Monitoring | Performance Tuning | Prompt engineering | Python | RDD | Retrieval-Augmented Generation | SQL | Snowflake Schema | Software Design | Software Design Patterns | Spark SQL | Star Schema | Test-Driven | Test-Driven Development | Web Apps | YAML
Education
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