Computer Vision ML Engineer: Edge Deployment & Autonomy

Minerva Defence; Greater London; Hybrid; GBP 60,000 - 90,000; Full time

Benefits offered by this job

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Bupa private medical insurance

6% employer pension contribution

25 days leave plus bank holidays

Enhanced parental leave

Enterprise level AI tooling

Relocation support/home office budget

Job summary

Minerva Defence is seeking a machine learning engineer to join the computer vision team in London. You will design, train, evaluate, and deploy ML models for vision-based navigation, perception and guidance across a fleet of operational vehicles.

You will work on datasets collection, model selection, edge inference optimization, and flight-testing on real systems. Eligibility for UK SC clearance is preferred and relocation support may be available.

Qualifications

• Hands-on experience training and evaluating deep neural networks on real-world image or video data.
• Strong Python programming skills with practical experience in a major DL framework (PyTorch).
• Ability to deploy models to edge hardware or production environments.

Responsibilities

• Build and improve the models behind vision-based navigation, perception and guidance.
• Design, collect and annotate datasets, and build pipelines for data labeling when needed.
• Design and train deep neural network based computer vision models.
• Optimise models for deployment on edge compute.
• Collaborate with flight control engineers to integrate model outputs into guidance.
• Diagnose failure modes from flight data and fix via data or model changes.

Skills

Deep learning

Python

Tools

PyTorch

Edge deployment

Job description

Minerva Defence is seeking a machine learning engineer to join the computer vision team in London. You will design, train, evaluate, and deploy ML models for vision-based navigation, perception and guidance across a fleet of operational vehicles.

You will work on datasets collection, model selection, edge inference optimization, and flight-testing on real systems. Eligibility for UK SC clearance is preferred and relocation support may be available.