AI Engineer
Are you an AI engineer who loves taking models out of the lab and putting them into real, high-impact production systems?
Do you want to build secure, responsible AI solutions that genuinely improve public services and decision-making?
Are you excited by integrating cutting-edge AI into complex platforms—while working in environments that value ethics, governance, and quality?
Role overviewWe are seeking an AI Engineer to design, build, and operate AI-powered systems that support the delivery of critical public services.
You will work within multidisciplinary teams to implement reliable, secure, and governable AI capabilities within government digital services. The role focuses on applying modern AI models and platforms to real-world use cases, improving decision-making, automating workflows, and enhancing user experience across public-sector systems.
This role is suited to an engineer who enjoys shipping AI into production, integrating AI into existing services, and working within strong ethical, security, and governance constraints.
Key ResponsibilitiesAs an AI Engineer, you will:
Design and build AI-enabled services and workflows for public-sector use cases
Develop production-ready AI services using Python and modern AI frameworks and APIs
Build and operate AI-powered agents and automation, with appropriate controls, monitoring, and human oversight
Integrate language and multimodal models (e.g. text, documents, images) into digital services and APIs
Embed AI capabilities directly into products and services (e.g. decision support, case handling, internal tools), rather than standalone chatbots
Build and maintain data flows required for AI inference, evaluation, and monitoring
Optimise AI systems for reliability, latency, and cost-effective inference
Monitor live AI systems for quality, drift, bias, and operational failure modes
Apply responsible AI principles, including explainability, auditability, and governance standards
Collaborate closely with product managers, designers, data professionals, and software engineers
Contribute to documentation, code reviews, and shared AI tooling and standards
Required skills & experience:
You will bring
Strong experience using Python to build production services and AI-enabled applications
Hands-on experience integrating large language models and AI APIs into real systems
Experience deploying and operating AI services in production environments
Understanding of AI operations (monitoring, evaluation, versioning, and rollback)
Experience integrating AI capabilities into APIs, workflows, and digital platforms
Familiarity with cloud platforms (AWS, Azure, or GCP) and managed AI services
Solid engineering fundamentals (testing, CI/CD, observability, security)
Experience working in regulated, secure, or high-compliance environments
Strong communication skills and comfort working in multidisciplinary teams
Desirable Experience
Ideally, you’ll also have:
• Experience in public sector, healthcare, defence, or government environments
• Experience building agent-based systems, orchestration, or workflow automation
• Knowledge of AI governance, assurance, and audit requirements
• Experience with explainability, evaluation, and bias monitoring for AI systems
• Familiarity with open-source AI tooling and modern inference frameworks
• Experience contributing to shared platforms or internal AI enablement teams
About us
esynergy is a technology consultancy and we build products, platforms and services to accelerate value for our clients.
We drive measurable impact that is tightly aligned to our clients’ business objectives. Put in practice that means high transparency, metric-driven reporting, and incremental handovers and a consistent focus on building our clients’ capability.
Our delivery teams are small and highly functional, formed by a vetted ecosystem of associates, luminaries and partners. We choose technologies that are the right fit for our clients’ needs and are not opinionated around specific tech stacks and service offerings.
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