Software development & architecture occupations Work, Jobs in Cardiff, Crf (with Salaries)

Principal Machine Learning Engineer – Production Systems
SoftInWay Inc. —Weston-super-Mare
- DevOps
- Machine learning
Systems Integration & Test Lead Engineer
General Dynamics Mission Systems - United Kingdom —Blackwood
- £59,200 - £80,000 a year
- Full-time
- Hybrid work
- Mentoring
- Leadership
- Communication skills
Quick apply
Head of Site Reliability Engineering (SRE)
Computershare —Bristol
- Full-time
- Continuous improvement
- Work from home

More jobs to discover

Find similar jobs that you might be interested in.

Systems Integration & Test Lead Engineer
General Dynamics Mission Systems - United Kingdom —Blackwood
Experience of working directly with customers to accept system requirements. We offer hybrid working - for this role ideally we are looking for a minimum of 2/3…
£59,200 - £80,000 a year
Quick apply
Network Infrastructure Engineer
AIRBUS Defence and Space Limited —Newport
Personal Development: Personalised development plan, Airbus Leadership University and unlimited access to 10,000+ E-learning courses, internal mobility…

I want to receive the latest job alerts for software development & architecture occupations in cardiff, crf

By signing in to your account, you agree to SimplyHired's Terms of Service and consent to our Cookie and Privacy Policy.

Explore jobs in more locations

software development & architecture occupations jobs near cardiff, crf

Systems Integration Engineer jobs in Blackburn

Product Design Engineer jobs in Glasgow

Systems Analyst jobs in Manchester

Systems Integration Engineer jobs in Edinburgh

Systems Integration Engineer jobs in Portsmouth

Systems Integration Engineer jobs in Birmingham

Heating Engineer jobs in Glasgow

Music Audio Engineer jobs in London

Machine Learning Engineer jobs in Manchester

Machine Learning Engineer jobs in Durham

Machine Learning Engineer jobs in Marine

Machine Learning Engineer jobs in Liverpool

Learning Development jobs in Cornwall

Learning Support Assistant jobs in Basingstoke

Learning Support Assistant jobs in London

Platform Engineer jobs in London

Data Engineer jobs in Manchester

Site Reliability Engineer jobs in Edinburgh

Site Reliability Engineer jobs in Glasgow

Site Reliability Engineer jobs in London

Principal Machine Learning Engineer – Production Systems

SoftInWay Inc.
Weston-super-Mare

Apply Now

Job details

Qualifications

TensorFlow
Performance tuning
Dashboard visualisation
PyTorch
DevOps
C#
Test automation
Software development operations experience
Docker
CI/CD pipelines
Machine learning
Machine learning modelling
Continuous integration
REST
GitHub
Keras
Solution architecture
DevOps implementation
gRPC

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

Refine Your Search

software development & architecture occupations jobs in cardiff, crf

Principal Machine Learning Engineer – Production Systems

Systems Integration & Test Lead Engineer

Head of Site Reliability Engineering (SRE)

More jobs to discover

I want to receive the latest job alerts for software development & architecture occupations in cardiff, crf

Related Searches

Explore jobs in more locations

Overview

Responsibilities

Required Skills & Experience

Preferred Qualifications

Tools & Technologies

Why Join Us?

Jobseeker tools

Employer Tools

Browse

Stay Connected