Senior Data Engineer
Dunton, Essex, United Kingdom
GBP 72K-88K (estimate) Senior-level Full Time
Tasks
- Align with global data engineering counterparts on standards
- Architect scalable cost effective data platforms
- Build AI ready data pipelines for LLM applications
- Build LLMOps data layer for model evaluation and fine tuning datasets
- Build and maintain feature stores on Vertex AI
- Contribute to hiring technical interviews and assessments
- Define and document reusable engineering patterns
- Define pipeline SLAs and implement alerting
- Define testing strategies for regulated workloads
- Design CI CD pipelines for data solutions
- Design ML based anomaly detection for monitoring
- Design data models and historical data management
- Design event driven architectures with Pub Sub and Dataflow
- Drive DataOps with automated testing data contracts and observability
- Ensure data security encryption and governance compliance
- Generate embeddings and populate vector stores
- Implement RAG data retrieval layers
- Implement SCD and historical data management patterns
- Lead code reviews and raise quality bar
- Lead end to end design and delivery of data engineering solutions
- Mentor junior engineers through pairing and feedback
- Migrate legacy data structures to GCP
- Monitor and optimize GCP costs
- Provision and govern infrastructure with Terraform
- Translate business requirements into technical solutions
Perks/Benefits
- Campus based work schedule
- Global team collaboration
- Hybrid working
- Pathway to Lead Engineer
- Support for certification and training
Skills/Tech-stack
Apache Airflow | Async Processing | CI/CD | Cloud Build | Cloud Composer | Cloud Composer Airflow | Cloud Storage | Cloud platform | Code Assist | Composer (Airflow) | Cursor | Data Contracts | Data Migration | Data Modeling | Data Security | Data Vault | DataOps | Dataflow | Dataplex | Dimensional Kimball | Embedding Generation | Encryption | Feature Store | GCP BigQuery | Gemini Code Assist | GitHub Copilot | Google BigQuery | Google Cloud | Google Cloud Platform | Governance | Integration Testing | Object-Oriented | Object-oriented programming | Observability | Pub/Sub | Python | RAG | SCD | SQL | Terraform | Third Normal Form | Third Normal Form 3NF | Unit Testing | Vector Database | Vertex AI
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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