iO Associates
AI Engineer

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AI Engineer - Defence Consultancy (6-Month Contract)
A defence consultancy is seeking an experienced AI Engineer to design, develop, and deploy machine learning solutions for secure, mission-critical environments. You will work across the full development lifecycle, from initial design to model deployment, optimization, and production support.
Position Type: 6-Month Contract
Location Requirement: British Citizenship required
Security Requirement: Must hold an active SC- DV Clearance
Rate: £700 - 750 Outside
Key Responsibilities
- Development: Design and build AI-enabled applications using Python, machine learning frameworks, and Generative AI/LLM components.
- Pipelines: Develop and optimize Retrieval-Augmented Generation (RAG) pipelines, vector databases, and scalable data processing streams.
- MLOps: Implement model deployment, monitoring, testing, and lifecycle management using standard CI/CD and containerized workflows.
- Architecture: Contribute to technical design decisions, trade-off analyses, and technology stack selection.
- Collaboration: Work alongside cross-functional teams to translate complex requirements into secure, scalable, production-ready AI systems.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Requirements
- Vetting: Active SC Clearance and British Citizenship are mandatory for this consultancy role.
- Core Tech: Solid professional experience with Python and frameworks like PyTorch, TensorFlow, or Scikit-Learn.
- GenAI: Hands-on experience developing LLM-based applications, RAG pipelines, and prompt engineering.
- Infrastructure: Experience deploying applications in cloud environments (AWS, Azure, or GCP) using Docker and Kubernetes.
- Engineering: Strong software engineering fundamentals, including version control, testing, and API/microservices architecture.


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Desirable Extras
- Experience with MLOps platforms (e.g., MLflow, SageMaker) or agentic AI frameworks.
- Familiarity with secure development practices or regulated/high-compliance environments.
- Background in NLP, computer vision, or data engineering platforms.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
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