Software development & architecture occupations Work, Jobs in Pontypridd, Rct (with Salaries)

Principal Machine Learning Engineer – Production Systems
SoftInWay Inc. —Weston-super-Mare
- Machine learning
- APIs
- Python
Frontend Software Engineer – Design System
Admiral —Cardiff
- Azure
- Heavy lifting
- JavaScript
- Annual leave
9d
Software Development Manager
Reliant Trading and Technology Services Ltd —Aberdare
- £4,800 - £6,200 a month
- Full-time
- Software development
- APIs
- In-person
- Free parking
Quick apply
Software Developer
Cardiff Metropolitan University —Cardiff
- £39,906 - £44,746 a year
- Full-time
- Azure
- Oracle
- SQL
- Annual leave
Product Tester
Zurich Insurance —Cardiff
- £24,500 - £27,500 a year
- Part-time
- Microsoft Excel
- Data analysis skills
- Analysis skills
- Flexible schedule
5d
Solutions Developer Manager
Medr —Merthyr Tydfil
- £39,457 - £46,243 a year
- Full-time
- Presentation skills
- Agile
- School
- Annual leave
- Employee assistance programme
1d
Software Engineering Manager
KLA —Newport
- Full-time
- Management
- Master's degree
- C++
- Annual leave
Systems, Reporting and Automation Apprentice (FTC 2 years)
Cardiff and Vale College —Cardiff
- £29,874 - £32,423 a year
- Full-time
- Annual leave
4d
Senior Software Engineer (C#, .Net, C++)
KLA —Newport
- Full-time
- Master's degree
- C++
- Bachelor's degree
Senior Software Engineer (AWS Cloud Technologies)
Office for National Statistics —Newport
- £44,050 - £47,121 a year
- Full-time
- Hybrid work
- AWS
- Presentation skills
- JavaScript
11d
Developer
SmartSearch —Cardiff
- Full-time
- Hybrid work
- AI
- Communication skills
- Employee assistance programme
Quick apply
AI Developer
Proxima —Cardiff
- Hybrid work
- Azure
- APIs
- Agile
- Annual leave
11d
Test Automation Engineer
Admiral —Cardiff
- AWS
- Travel
- APIs
- Annual leave
7d
Senior Software Engineer (Oracle Technologies)
Office for National Statistics —Newport
- £44,050 - £47,121 a year
- Full-time
- Hybrid work
- Oracle
- SQL
- Presentation skills
11d
Lead Applications Developer
Panasonic Manufacturing —Cardiff
- Oracle
- Computer Science
- English
- Free parking
- Annual leave
Software Engineer, Platform - Cardiff, United Kingdom
Speechify —Cardiff
- Remote
- Azure
- AWS
- APIs
5h
Senior Software Engineer, Core Experiences - Cardiff, United Kingdom
Speechify —Cardiff
- Remote
- Java
- APIs
8d
Senior Firmware & Software Engineer
KLA —Newport
- Full-time
- Doctoral degree
- Schematics
- Master's degree
- Annual leave
Senior / Principal Game Engineer
Rocket Science Group —Cardiff
- Full-time
- Hybrid work
- Analysis skills
- C++
- Maths
- Annual leave
- Work from home
Senior DevTest Engineer Biometrics
ASSA ABLOY —Cardiff
- Azure
- Engineering
- AWS
- Annual leave
12d

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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

Refine Your Search

software development & architecture occupations jobs in pontypridd, rct

Principal Machine Learning Engineer – Production Systems

Frontend Software Engineer – Design System

Software Development Manager

Software Developer

Product Tester

Solutions Developer Manager

Software Engineering Manager

Systems, Reporting and Automation Apprentice (FTC 2 years)

Senior Software Engineer (C#, .Net, C++)

Senior Software Engineer (AWS Cloud Technologies)

Developer

AI Developer

Test Automation Engineer

Senior Software Engineer (Oracle Technologies)

Lead Applications Developer

Software Engineer, Platform - Cardiff, United Kingdom

Senior Software Engineer, Core Experiences - Cardiff, United Kingdom

Senior Firmware & Software Engineer

Senior / Principal Game Engineer

Senior DevTest Engineer Biometrics

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