Principal Machine Learning Engineer - Production Systems
- Hiring Organisation
- SoftInWay UK Ltd
- Location
- Bath, Somerset, UK
- Employment Type
- Full-time
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/cuDNN), mixed precision, XLA, profiling. Observability: Metrics, tracing, structured logging, dashboards. Security: SBOM, image … frameworks. Exposure to regulated environments and compliance frameworks. Tools & Technologies ML: TensorFlow, ONNX Runtime, tf2onnx. APIs: FastAPI, gRPC. DevOps: GitLab CI/GitHub Actions, Docker, Kubernetes. Monitoring: Prometheus, Grafana, OpenTelemetry. Security: HashiCorp Vault, Sigstore. Why Join Us? Work on cutting-edge ML solutions integrated into commercial engineering software. Define architecture ...