Senior Machine Learning Engineer - Multimodal Data
London, ENGLAND, United Kingdom
GBP 90K-110K (estimate) Senior-level Full Time
Tasks
- Build and maintain data loading storage and retrieval infrastructure
- Create evaluation datasets and benchmarks
- Design and build data pipelines for agent training
- Develop tooling for dataset construction and annotation workflows
- Document dataset provenance limitations and versioning history
- Generate synthetic data and preference data for RLHF style training
- Identify data bottlenecks and propose roadmap improvements
- Implement data quality validation frameworks and monitoring
- Perform code reviews and refactoring
- Translate research requirements into data specifications
- Write tests for data pipelines and ML workflows
Perks/Benefits
Skills/Tech-stack
AWS | Annotation tooling | Batching | Data Generation | Data Monitoring | Data Pipelines | Data Quality | Data Versioning | Distributed Systems | LLM | Label Studio | Machine Learning | Prompt engineering | Python | Ray | Sharding | Streaming Pipelines | Synthetic Data Generation | Synthetic data | Tokenization | VLM
Education
N/A
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