Principal Data Engineer
London, United Kingdom
GBP 78K-105K (estimate) Senior-level Full Time
Tasks
- Build evaluation data plane
- Build feature and context pipelines for batch and streaming
- Collaborate with data scientists to productionize algorithms
- Design and build retrieval layer for RAG
- Develop end to end GenAI backend API services
- Develop knowledge graphs and semantic capture
- Evaluate model deployments
- Implement hybrid search and vector and graph database solutions
- Implement monitoring and measurement frameworks
- Integrate models
- Monitor models
- Train and deploy machine learning models in production
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | API Development | B testing | Batch Processing | CI/CD | Code review | Conversational AI | Embedding Models | Experimentation | Feature Engineering | Graph Databases | GraphQL | Hybrid search | Knowledge graphs | LLM | Langsmith | MLflow | Machine Learning | Model Evaluation | Model Monitoring | Model Observability | Prompt engineering | Prompt logging | Python | Ray | Retrieval-Augmented Generation | Streaming Data | TensorRT | Testing | VLLM | Vector Databases | Weights and Biases
Education
N/A
Roles
Data Engineer | Engineer | Principal | Principal Data Engineer
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