Data Infrastructure and AI Engineer
Edinburgh, United Kingdom
GBP 35K-40K (estimate) Entry-level Full Time
Tasks
- Build vector search and retrieval augmented generation support
- Collaborate with product and research teams
- Conduct empirical systems research and performance analysis
- Design database kernels and data management systems
- Develop agent memory and semantic data management
- Develop storage engines and indexing structures
- Implement query optimisers and execution engines
- Implement transaction processing and concurrency control
- Integrate knowledge graphs into data systems
- Optimize and benchmark database performance
- Profile CPU memory storage network and accelerator bottlenecks
- Prototype cloud native data management systems
- Publish technical reports patents and papers
- Research distributed database architectures and replication
- Support multimodal data management
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | C# | C++ | Cloud Native | Concurrency Control | Database systems | Distributed Databases | Efficient Fine Tuning | Fault Tolerance | Fine Tuning | Go | Gradient Free Learning | Indexing | Knowledge Distillation | Knowledge graphs | LLM Fine-tuning | LLM Quantization | Multimodal Data | On-device Inference | Parameter efficient fine-tuning | Profiling | Python | Query Execution | Query Optimization | Retrieval-Augmented Generation | Rust | SQL | Storage Engines | TensorFlow | Transaction Processing | Vector Search
Education
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