AI ML Ops

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