Principal Machine Learning Engineer - Production Systems
- Hiring Organisation
- SoftInWay UK Ltd
- Location
- Greater Bristol Area, United Kingdom
/gRPC endpoints for cross-language communication. Ensure compatibility with C#/.NET services. Performance & Scalability : Optimize GPU/CPU utilization, batching strategies, and memory management. Plan for multi-model and multi-tenant scenarios. MLOps & Lifecycle Management : Implement model versioning, artifact registries, and deployment workflows. Set up monitoring … logging, and alerting for solver performance. Security & Compliance : Apply best practices for secrets management, dependency scanning, and secure artifact storage. Required Skills & Experience ML Frameworks : Expert in TensorFlow (TF2/Keras), experience with ONNX Runtime for inference. Programming : Advanced Python for ML; strong understanding of packaging, type checking ...