Principal Machine Learning Engineer - Production Systems
- Hiring Organisation
- SoftInWay UK Ltd
- Location
- Bath, Somerset, UK
- Employment Type
- Full-time
Convert research code into robust, testable, and observable services. Implement CI/CD pipelines, automated testing, and reproducibility standards. Integration & Interoperability: Design REST/gRPC endpoints for cross-language communication. Ensure compatibility with C#/.NET services. Performance & Scalability: Optimize GPU/CPU utilization, batching strategies, and memory management. Plan … Python for ML; strong understanding of packaging, type checking, and performance profiling. Architecture: Proven experience designing scalable ML systems for production. APIs: Proficiency in gRPC/Protobuf and REST for cross-language integration. MLOps: CI/CD pipelines, containerization (Docker/Kubernetes), model registries, reproducibility. Performance Optimization: GPU acceleration (CUDA ...