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Defence System Engineer

AI Top Talents Ltd
Software Engineering
Bristol
1 week ago
💻 Open Source
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Uses vibe coding and AI-assisted development practices to accelerate delivery while maintaining defence-grade rigour.

About the Role

Build and integrate AI-powered software systems for defence intelligence workflows, prioritising security, auditability, and resilience in contested or disconnected environments. Use strong Python engineering skills to design, implement, test, and document systems and data pipelines while collaborating with data scientists and MoD stakeholders to meet operational requirements and accreditation needs.

Job Description

Role

We are hiring a Systems Engineer to design and develop AI-powered systems for defence intelligence workflows. The role focuses on building secure, auditable, and resilient software and data pipelines that operate in cloud-hosted and air-gapped environments, integrating AI with user-facing applications and supporting accreditation and operational use.

Key Responsibilities

  • Contribute to system and architecture design for AI systems supporting intelligence workflows, including data pipelines, model integration layers, and back-end applications.
  • Develop and maintain software components using Python, producing clean, well-tested, and maintainable code.
  • Work with data scientists to integrate AI into production applications, ensuring outputs are robust, explainable, and fit for military decision-making.
  • Participate in requirements analysis with MoD stakeholders and translate operational needs into technical specifications.
  • Build systems that operate in cloud and air-gapped (disconnected) environments and package applications for edge deployment.
  • Write and maintain automated tests and participate in code reviews, design discussions, sprint planning, and retrospectives.
  • Produce technical documentation (architecture diagrams, interface specs, security-relevant design decisions) to support accreditation.
  • Curate, validate, and prepare datasets for model training and evaluation with attention to data quality, provenance, and classification compliance.
  • Apply AI-assisted development practices, including vibe coding, while critically reviewing AI-generated outputs before they enter production.
  • Engage with military end users and MoD programme staff to gather feedback and validate systems against operational requirements.

Requirements

  • Degree or equivalent practical experience in Systems Engineering, Computer Science, Software Engineering, AI/ML, or a related discipline.
  • Strong Python programming skills with experience producing clean, testable code.
  • Solid understanding of software engineering fundamentals: version control (Git), testing practices, design patterns, and code review.
  • Systems thinking and experience with systems-of-systems design.
  • Analytical mindset with rigorous attention to detail and the ability to decompose complex problems.
  • Genuine interest in UK Defence, National Security, or intelligence analysis; prior defence experience not required.
  • Ability to travel to UK customer locations when required (limited, with notice).
  • Eligibility for UK Security Clearance (SC); willingness for Developed Vetting (DV) desirable.
  • Right to live and work in the United Kingdom.

Location & Clearance

This is an in-person role in the United Kingdom. Candidates must be eligible for UK Security Clearance (SC) and ideally willing to undergo Developed Vetting (DV) for higher classification programmes.

Compensation & Benefits

  • Salary: £24,420.00 - £49,600.20 per year
  • Benefits: company pension, on-site gym

Working Pattern

Full-time, permanent, in-person role. Work involves collaboration with internal teams and MoD end users and occasional travel to customer sites in the UK.

Tech Stack

PythonGitAI/ML

Skills

Systems ThinkingSystem ArchitecturePython ProgrammingSoftware Engineering FundamentalsVersion Control (Git)Automated TestingCode ReviewRequirements AnalysisData Curation and ValidationTechnical DocumentationCollaborationAgile DevelopmentSecurity & ComplianceAnalytical Problem SolvingRapid Learning

Experience Level

Mid

Salary

GBP 24,420 - 49,600.2/year

Employment Type

PermanentFull-time

Benefits

  • Company pension
  • On-site gym