AI/ML Ops Location - Sheffield
Software Engineering Delivery
o Design Build and ship production quality services within our current business controls
o Build and Optimise DecOps pipelines enhancing CICD processing including testing and platformprocess observability
o Design iterate and optimise prompts for a wide range of LLM use cases instruction following structured output generation classification summarisation code generation and reasoning tasks
o Build and manage prompt libraries and versioning strategies treating prompts as firstclass engineering artefacts
o Collaborate with product and domain teams to translate business requirements into precise wellstructured prompt specifications
Agentic AI LLM Integration Architect and implement maintain agentic systems autonomous agents multiagent pipelines tool use workflows planning loops and memory augmented reasoning
Implement LLM observability logging tracing evaluation pipelines and guardrails to maintain quality and reliability in production AI systems
Advise on responsible AI deployment including output validation human in the loop design and risk mitigation for agentic workflows.
Technical Skills Experience
FullStack Engineering Strong proficiency in Java Spring Boot REST APIs eventdriven services security and performance optimisation.
Solid React development skills and API integration
Experience with relational and in memory databases PostgreSQL Redis Messaging and streaming platforms Kafka or equivalent
Prompt Engineering Demonstrable handson experience engineering prompts for production LLM applications not just prototypes
Familiarity with prompt evaluation frameworks and tooling PromptFlow LangSmith Braintrust or custom eval pipelines
Understanding of tokenisation context limits temperature tuning and modelspecific behaviours across major LLM providers
Experience structuring prompts for toolfunction calling structured JSON output and multiturn conversations
DevOps Infrastructure Kubernetes deployments services ingress Helm Kustomize HPA and RBAC CI/CD pipelines GitHub Actions Git Lab CI Jenkins or equivalent
Infrastructure as code Terraform Cloud platforms AWS GCP or Azure
Skills Mandatory Skills : MLOPS, Python