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scrumconnect ltd
AI Engineerscrumconnect ltd • Newcastle upon Tyne, Tyne and Wear, United Kingdom
AI Engineer

AI Engineer

scrumconnect ltd • Newcastle upon Tyne, Tyne and Wear, United Kingdom
11 days ago
Job type
  • Full-time
Job description

Job Description



Please ensure you read the below overview and requirements for this employment opportunity completely.

About Scrumconnect Consulting


Scrumconnect Consulting is a multi-award-winning digital consultancy, recognised for delivering impactful and innovative technology solutions across UK government departments. Our work has positively influenced the lives of over 40 million UK citizens.


Overview


We're looking for an AI Engineer to build the application-level AI capability inside a large-scale AI adoption programme for a central government department. Where the Machine Learning Engineer trains models and the MLOps Engineer runs the platform, you sit closest to the end product: turning LLMs, retrieval systems, and agentic workflows into working, usable features that integrate with the department's existing services. You'll work inside a collaborative "Rainbow Team" alongside civil servants, implementing the guardrails and standards set by the Lead AI Engineer and Lead Technical Architect.


Key Responsibilities


Build & Integrate


Implement RAG pipelines, prompt templates, and agentic workflows, and wire them into application logic that connects with the department's Legacy and multi-cloud systems.


Prompt Engineering & Evaluation


Design, test, and iterate on prompts and retrieval strategies; run structured evaluations to track answer quality, retrieval accuracy, and hallucination rate over time.
Responsible AI in Practice

Implement the specific guardrails and human-in-the-loop checkpoints defined by the leads - this is an execution role, not a policy-setting one.
Documentation & Handover

Contribute to "Docs-as-Code" artifacts supporting the OKUA knowledge-transfer framework, so the features you build can be understood and maintained by internal government engineers.


Required Skills & Experience



  • Practical experience building applications using LLMs or other foundation models, via API or self-hosted


Experience with RAG architectures, vector databases, and embedding-based retrieval


Solid general-purpose programming (commonly Python) and API design/integration skills


Prompt engineering with a systematic, evaluation-driven approach rather than trial and error


Familiarity with agentic/orchestration frameworks and multi-step AI workflows


Comfortable working within secure, regulated environments and handling sensitive data appropriately



Desirable Experience



  • Experience delivering digital services within UK central government or the wider public sector


Familiarity with GOV.UK Service Standard expectations


Exposure to open-source LLM tooling or communities


Familiarity with AI/ML tooling on AWS, Azure, or GCP



Location and Working Pattern


Hybrid, based from Newcastle upon Tyne, with on-site attendance required for workshops, knowledge-transfer sessions, and onboarding. All production system and data access must be performed solely from within the UK.


How We Work


Our values: Collaboration, Create Value Early, Integrity, Commitment, and Diversity & Inclusion. We welcome applications from candidates of all backgrounds, including women, people with disabilities, and diverse communities, as well as those seeking flexible working arrangements. As a Disability Confident Level 1 employer, we provide reasonable adjustments throughout recruitment and employment.


How to Apply


Please submit your CV. Shortlisted candidates will be invited to interview. xwwtmva This role requires BPSS clearance - please flag in your application if you already hold clearance.

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AI Engineer • Newcastle upon Tyne, Tyne and Wear, United Kingdom

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