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Resillion • City of Edinburgh, Scotland, United Kingdom
Salary: £85,000 / year
Role & seniority: SDET - Test Automation AI (Agentic & LLM Systems); permanent role, Glasgow-based with ~2 days/week onsite.
Stack/tools: Python or similar; automated test/validation frameworks; complex distributed/cloud systems; APIs; CI/CD pipelines; monitoring/observability; AI/ML lifecycle concepts (MLOps, AIOps).
Define and implement an AI assurance strategy, covering design/build/deploy/operate and aligning with risk/regulatory needs.
Design/validate probabilistic components (data quality, model and prompt behavior; drift/hallucination) and support human-in-the-loop where needed.
Assure deterministic components (application logic, APIs, security, non-functional testing) and embed automated assurance into CI/CD and end-to-end pipelines.
Strong software engineering background (Python or equivalent).
Experience building automated test/validation frameworks.
Experience with complex distributed or cloud-based systems.
Knowledge of data quality, bias, model behavior, and non-deterministic outputs.
Experience testing APIs, workflows, performance, security, resilience; CI/CD familiarity; monitoring.
Familiarity with MLOps/AIOps, model lifecycle management, drift detection.
Understanding production AI risks and governance, reporting to stakeholders.
Location & work type: Glasgow, Scotland; hybrid/onsite requirement (2 days per week in Glasgow); permanent role.
Help us to achieve our goal to be the global leader in total quality services.
With your help we will achieve this by delivering Total Quality 360, a comprehensive suite of cutting-edge services which combine quality engineering, cyber security, conformance & interoperability and content quality to deliver end-to-end total quality solutions.
Here at Resillion, our culture is based on an ‘if you see something, say something’ attitude where we take responsibility. It’s one where we expect to adapt and embrace change as the company grows. It’s based on recognising the individual worth of every one of our employees and developing their skills to keep us all at the forefront of our industry.
Above all, it’s a culture where we’re passionate about what we do, and we’re committed to the greater good of the company.
If you would like to be part of our journey, then this role may be the one for you.
Job Description
SDET - Test Automation AI (Agentic & LLM Systems) - Perm - Circa £85K - 2 days a week in Glasgow
DUE TO BACKGROUND CHECKS, WE CAN ONLY ACCEPT APPLICANTS WHO HAS 3 YEARS UK ADDRESS HISTORY **
Role Overview
We are seeking an SDET - Test Automation AI (Agentic & LLM Systems) to define and implement assurance approaches for AI-enabled systems.
The role focuses on ensuring that AI solutions are reliable, robust, explainable, secure, and fit for purpose across their full lifecycle.
Probabilistic components (data, models, and AI outputs) Deterministic components (software, integrations, and infrastructure)
and will embed assurance into automated, end-to-end delivery pipelines.
This role requires a strong understanding of how to assure AI systems holistically, rather than deep specialism in a single discipline.
Key Responsibilities
AI Assurance Strategy
Define and implement an AI assurance approach aligned to business risk and regulatory expectations. Provide assurance coverage across the full AI system lifecycle (design, build, deploy, operate). Work with engineering, data, and product teams to embed quality and risk controls early.
Probabilistic Component Assurance
Deterministic Component Assurance
Design & build automated assurance for AI systems. Integrate assurance into CI/CD and deployment pipelines. Implement regression and quality gates across data, models, and orchestration workflows. Maintain an end-to-end assurance pipeline from input data through to system outputs.
Operational AI & Observability
Support monitoring and observability for AI-enabled systems in production.
Governance, Risk & Reporting
Define and track AI quality and risk metrics (accuracy, robustness, explainability).
Required Skills & Experience
Core
Strong software engineering background (Python or similar). Experience building automated test or validation frameworks. Experience working with complex distributed or cloud-based systems.
AI & Probabilistic Systems
Deterministic Systems & Non-Functional Testing