GenAI & AI Engineer: From PoC to Production in Service Mgmt

Vallum Associates; Exeter; On-site; GBP 70,000 - 98,000; Full time

Job summary

Vallum Associates supports a leading organisation in the UK energy sector hiring an experienced AI / GenAI Engineer in Exeter. This hands-on role focuses on designing, building and prototyping practical AI solutions for the Service Management function.

You will translate business problems into technical solutions, develop PoCs and move successful ideas toward production, collaborating with engineering, data and security teams to ensure scalable, secure solutions.

Qualifications

• Hands-on AI/GenAI engineering experience.
• Proven ability to build AI apps, prototypes and PoCs.
• Strong Python development skills.
• Experience with LLMs, embeddings, vector databases and prompt engineering.
• Experience building AI agents / agentic workflows is highly desirable.

Responsibilities

• Design and build AI and GenAI solutions for real Service Management use cases.
• Develop working prototypes and Proofs of Concept.
• Build solutions using LLMs, APIs, RAG, agents and automation technologies.
• Integrate AI capabilities with existing enterprise systems, data and workflows.
• Evaluate models and technical approaches for different use cases.
• Take solutions from initial concept through technical design, build and testing.
• Work with Service Management teams to understand requirements and translate them into technical solutions.
• Collaborate with engineering, architecture, data and security teams to move PoCs towards production.
• Ensure solutions consider security, scalability, governance and enterprise standards.

Skills

Hands-on AI/GenAI

Python

LLMs

LLM APIs

RAG

Embeddings

Vector databases

Prompt engineering

Agentic workflows

API integration

Cloud AI (AWS/Azure/GCP)

Tools

AWS

Azure

GCP

Job description

Vallum Associates supports a leading organisation in the UK energy sector hiring an experienced AI / GenAI Engineer in Exeter. This hands-on role focuses on designing, building and prototyping practical AI solutions for the Service Management function.

You will translate business problems into technical solutions, develop PoCs and move successful ideas toward production, collaborating with engineering, data and security teams to ensure scalable, secure solutions.