Senior Research Data Engineer
London, England, United Kingdom
R
GBP 91K-120K (estimate) Senior-level Full Time
Tasks
- Build and maintain data infrastructure for loading storage and retrieval at scale
- Build validation frameworks for data quality
- Conduct code reviews and refactor for codebase quality
- Create evaluation datasets and benchmarks
- Design and build data pipelines for agent training
- Develop dataset construction tooling
- Document dataset provenance limitations and use cases
- Identify data bottlenecks and propose solutions
- Implement test coverage for data pipelines and ML workflows
- Monitor for data drift and contamination
- Translate research requirements into data specifications
Perks/Benefits
Skills/Tech-stack
AWS | Batching | DPO | Data Generation | Data Pipelines | Data Quality | Data Versioning | Data quality monitoring | Distributed Systems | Fine Tuning | LLM Fine-tuning | Label Studio | Language Models | Large Language Models | Machine Learning | Prompt engineering | Python | Quality monitoring | RLHF | Ray | Reward Modeling | S3 | Sharding | Streaming Pipelines | Synthetic Data Generation | Synthetic data | Tokenization | Vision Language Models | Vision-language
Education
N/A
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