DV Cleared Machine Learning Engineer - Computer Vision & Deep Learning

MFK Recruitment; Cambridge; Sur place; GBP 65 000 - 100 000; Plein temps

Résumé du poste

MFK Recruitment is supporting a leading UK technology company in Cambridgeshire, recruiting ML engineers for an onsite role focused on production-grade computer vision and deep learning systems. Candidates should have strong ML knowledge and practical software engineering skills.

The role targets engineers at varying seniorities, with responsibilities spanning model development, training, deployment and collaboration with customer engineering teams onsite at a Cambridgeshire office.

Qualifications

• DV clearance holder or eligible to obtain one.
• Commercial experience in computer vision or perception systems.
• Strong Python and PyTorch skills.
• Hands-on experience training CNN-based models.
• Experience with YOLO, Faster R-CNN, ResNet, U-Net or similar.
• Experience with Vision Transformers, DETR, ViT or Swin Transformer.
• Experience deploying ML models to production environments.
• Ability to write production-quality software.

Responsabilités

• Develop, train and evaluate computer vision models using Python and PyTorch.
• Build CNN-based models for object detection, segmentation and tracking.
• Develop Vision Transformer and transformer-based perception models.
• Prepare datasets, design training strategies and evaluate model performance.
• Optimize models for real-time inference and deployment.
• Integrate trained models into production-quality software systems.
• Investigate model failures and improve performance on real-world data.
• Collaborate with software, systems and customer engineering teams.
• Produce clear technical documentation and participate in engineering reviews.

Connaissances

DV clearance

Python

PyTorch

CNN training

Object detection

Vision Transformers

Transformer models

Production software

Real-time inference

On-site Cambridgeshire

Outils

CUDA

OpenVINO

NVIDIA GPUs

ONNX

Description du poste

DV Cleared Machine Learning Engineer - Computer Vision & Deep Learning

Location: Cambridgeshire, fully onsite at a customer office
Engagement: Permanent or contract
Security clearance: Active UK DV clearance is essential

MFK Recruitment is recruiting Machine Learning Engineers for an innovative UK technology company developing advanced artificial intelligence systems for defence, security and demanding operational environments.

This position is focused on the development and deployment of production-grade computer vision models. We are interested in engineers at different levels of seniority who combine strong machine learning knowledge with practical software-engineering ability.

The position will be based fully onsite at a customer office in Cambridgeshire.

MFK Recruitment has supported this organisation for several years. We have placed four engineers with the company, and each remains with the business.

Responsibilities

• Develop, train and evaluate computer vision models using Python and PyTorch.
• Build CNN-based models for object detection, segmentation, classification and tracking.
• Develop and adapt Vision Transformer and transformer-based perception models.
• Prepare datasets, design training strategies and evaluate model performance.
• Optimise models for real-time inference and deployment.
• Integrate trained models into production-quality software systems.
• Investigate model failures and improve performance against real-world data.
• Work closely with software, systems and customer engineering teams.
• Produce clear technical documentation and contribute to engineering reviews.

Essential experience

• Active UK DV clearance.
• Commercial experience developing computer vision or perception systems.
• Strong Python and PyTorch experience.
• Hands-on experience training CNN-based models.
• Experience with architectures such as YOLO, Faster R-CNN, ResNet, U-Net or similar.
• Experience with Vision Transformers, DETR, ViT, Swin Transformer or related architectures.
• Strong understanding of model training, validation and evaluation.
• Experience deploying machine learning models into operational or production environments.
• Ability to write maintainable, production-quality software.

Desirable experience

• CUDA, TensorRT, ONNX, OpenVINO or DeepStream.
• NVIDIA GPU or edge-device deployment.
• C or C++ development.
• Sensor fusion, radar, autonomous systems or UAV applications.
• Synthetic-data generation or simulation.
• Real-time video analytics.
• Defence, aerospace or other safety-critical engineering environments.

Candidates must already hold active UK DV clearance and be comfortable working fully onsite at the customer's Cambridgeshire office.