Learning engineer – production systems Work, Jobs in Llandaff, Crf (with Salaries)

Principal Machine Learning Engineer – Production Systems
SoftInWay Inc. —Weston-super-Mare
- Machine learning
- APIs
- Python
Engineering Technician (Degree Sponsorship)
Industry Learning Solutions (ILSWales) —Cardiff
- £30,000 - £35,000 a year
- Full-time
- Hybrid work
- Schematics
- CAD
- Engineering
- Free parking
- Health & wellbeing programme
Quick apply
7d
Quality Engineer
BAE Systems —Glascoed
- Up to £43,649 a year
- Full-time
- Engineering
- Travel
- Communication skills
- Employee discount
8d
PVD Senior Process Engineer (E)
KLA —Newport
- Weekend availability
- Doctoral degree
- Master's degree
- Analysis skills
- Annual leave
Machine Learning Engineer - 6-month Fixed Term Contract
Singer Instrument Co Ltd —Minehead
- From £65,000 a year
- Full-time
- Remote
- AWS
- Project management
- Machine learning
Climate Consultant
Amey Ltd —Cardiff
- Engineering
- Analysis skills
- Project management
- Annual leave
5h
Senior Test Engineer
Visionist Consulting —Cardiff
- Full-time
- SQL
- Scripting
- APIs
Machine Learning Engineer - 6-month Fixed Term Contract
Singer Instruments —Minehead
- From £65,000 a year
- Full-time
- Remote
- AWS
- Project management
- Machine learning
Assembly Technician
KLA —Newport
- Full-time
- Assembly
- Analysis skills
- Communication skills
- Annual leave
7d
CVD Process Engineer
KLA —Newport
- Full-time
- Microsoft Excel
- Master's degree
- Bachelor's degree
- Annual leave
12d
Hydraulic Modeller
AECOM —Cardiff
- Full-time
- Hybrid work
- Doctoral degree
- Master's degree
- Bachelor's degree
Assembly Technician / Metal Finisher
KLA —Newport
- Full-time
- Assembly
- Analysis skills
- Communication skills
- Annual leave
7d
Engineering - Apprentice
Finsbury Food Group —Cardiff
- Full-time
- CAD
- Maintenance
- Maths
- Employee assistance programme
- Employee discount
Quick apply
Staff Software Engineer (Team Lead) - Engine by Starling
Starling —Cardiff
- Full-time
- Hybrid work
- DevOps
- System design
- Java
- Annual leave
- Employee discount
Quick apply
Process Engineer
BAE Systems —Glascoed
- Up to £45,177 a year
- Employee discount
8d
Staff Software Engineer - Engine by Starling
Starling —Cardiff
- Full-time
- Hybrid work
- DevOps
- Java
- AWS
- Annual leave
- Employee discount
Quick apply
Senior Climate Consultant
Amey Ltd —Cardiff
- Engineering
- Analysis skills
- Project management
- Annual leave
5h
Senior Infrastructure Engineer
Panasonic Manufacturing —Cardiff
- Microsoft Access
- Azure
- Computer Science
- Free parking
- Annual leave
Maintenance Technician
Kay Premium Marking Films (KPMF) —Newport
- £28,000 - £32,000 a year
- Full-time
- Customer service
- Engineering
- Maintenance
- Free parking
- Health & wellbeing programme
Quick apply
7d
Senior / Principal Hydraulic Modeller
AECOM —Cardiff
- Full-time
- Hybrid work
- Doctoral degree
- Master's degree
- Project management

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learning engineer – production systems jobs near llandaff, crf

Principal Machine Learning Engineer – Production Systems

SoftInWay Inc.
Weston-super-Mare

Apply Now

Job details

Qualifications

TensorFlow
Kubernetes
PyTorch
C#
.NET
Docker
Machine learning
REST
GitHub
APIs
Keras
gRPC
GitLab
Python

Full job description

Overview

We are seeking a highly experienced ML Systems Architect to design and implement a scalable, production-grade architecture for our machine learning solver. This role bridges research prototypes and commercial deployment, ensuring reliability, maintainability, and performance in a mixed technology stack.

Responsibilities

Architect the ML Solver Platform:
- Define modular architecture for data preprocessing, model execution, and post-processing.
- Establish clear API contracts between Python/TensorFlow and C# services.
Productionize ML Workflows:
- 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 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, 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/cuDNN), mixed precision, XLA, profiling.
Observability: Metrics, tracing, structured logging, dashboards.
Security: SBOM, image signing, role-based access, vulnerability scanning.

Preferred Qualifications

Experience with ONNX Runtime Training, PyTorch, or hybrid ML architectures.
Familiarity with distributed training strategies and multi-GPU setups.
Knowledge of feature stores and data validation 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 that scales across global deployments.
Collaborate with a team of experts in ML, software engineering, and UI development.

To apply: Send your resume and a brief cover letter to [email protected]

Apply Now

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learning engineer – production systems jobs in llandaff, crf

Principal Machine Learning Engineer – Production Systems

Engineering Technician (Degree Sponsorship)

Quality Engineer

PVD Senior Process Engineer (E)

Machine Learning Engineer - 6-month Fixed Term Contract

Climate Consultant

Senior Test Engineer

Machine Learning Engineer - 6-month Fixed Term Contract

Assembly Technician

CVD Process Engineer

Hydraulic Modeller

Assembly Technician / Metal Finisher

Engineering - Apprentice

Staff Software Engineer (Team Lead) - Engine by Starling

Process Engineer

Staff Software Engineer - Engine by Starling

Senior Climate Consultant

Senior Infrastructure Engineer

Maintenance Technician

Senior / Principal Hydraulic Modeller

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