Senior Data Engineer
GBP 79K-79K (estimate) Senior-level Full Time
Tasks
- Architect and build cloud data warehouse
- Automate claims summarization and recommendations with LLM
- Build CDC pipelines from PostgreSQL and SQL Server
- Build ELT ETL pipelines for heterogeneous sources
- Build RAG pipelines over claims documents
- Build agentic workflows to monitor pipelines and trigger rerouting
- Create ML ready feature stores for batch and real time
- Create vector databases for retrieval
- Deploy dbt transformations with data quality tests
- Deploy monitoring and drift detection for models
- Design dimensional data models
- Develop predictive models for claims cost and demand
- Implement MLOps pipelines with MLflow CI CD
- Implement data governance data lineage cataloging access controls PII masking
- Implement streaming data pipelines for real time events
- Integrate structured and unstructured data into unified datasets
- Operationalize model outputs via REST APIs
- Orchestrate batch ingestion with Azure Data Factory
Perks/Benefits
Skills/Tech-stack
AWS Glue | AWS Redshift | Amazon S3 | Amazon SageMaker | Amazon SageMaker Feature Store | Apache Flink | Apache Kafka | Azure Data | Azure Data Factory | Azure Data Lake | Azure Data Lake Storage | Azure Data Lake Storage Gen2 | Azure DevOps | Azure Event | Azure Event Hubs | Azure Synapse | Azure Synapse Analytics | Bicep | CDC | CI/CD | Change Data Capture | DBT | Data Capture | Data Factory | Data Lake Storage Gen2 | Data Quality | Data Quality Testing | Data Vault | Data Vault Modeling | Databricks | Dimensional Modeling | Docker | ELT | ETL | Embedding pipelines | Event Hubs | Feature Engineering | Feature Store | GitHub Actions | Great Expectations | Kubernetes | Langchain | Llamaindex | MLflow | Microsoft Purview | OneLake | OpenLineage | PGVector | PII masking | Pinecone | Prompt engineering | Prompt templates | Python | Quality testing | RAG | RBAC | REST APIs | Retrieval-Augmented Generation | SQL | SageMaker Feature Store | Scikit-learn | Spark Structured Streaming | Star Schema | Streaming Data | Structured Streaming | Synapse Analytics | Terraform | Vault modeling | Vector Databases | XGBoost
Education
N/A
Roles
Regions
Countries
States
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