AI Engineer - Enterprise AI Products - Hybrid - Permanent

AI Engineer - Enterprise AI Products - UK | Hybrid

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We're supporting a well-established enterprise software company building out a dedicated AI engineering capability focused on delivering intelligent features into live enterprise products used by global customers.
This role sits directly within product engineering teams and focuses on designing and shipping production-grade AI capabilities - not AI proofs of concept.
You'll work closely with engineering, architecture, and platform AI teams to build scalable AI-powered functionality into complex enterprise software products.
Key areas include:
LLM integration
RAG pipelines
Predictive analytics
Evaluation frameworks
MCP/tool-calling interfaces
AI-driven risk and impact analysis
What you'll be doing:
Building AI-powered product features and intelligent analysers
Developing RAG workflows and enterprise AI integration patterns
Building MCP servers and AI integration interfaces
Designing evaluation and quality processes for AI outputs
Working on predictive models and anomaly/risk detection
Collaborating closely with engineering and architecture teams to productionise AI capabilities
What they're looking for:
Strong hands-on AI engineering experience in production systems
Experience embedding AI/ML capabilities into enterprise software products
Practical understanding of LLMs, RAG patterns, embeddings, and prompt engineering
Strong engineering background in Python and/or TypeScript/JavaScript
Experience with APIs, MLOps, integration layers, and AI service interfaces
Experience with evaluation frameworks and measuring AI output quality
Understanding of predictive analytics or anomaly detection on structured operational data
Nice to have:
Graph-based analysis or dependency mapping experience
Experience building AI capabilities for governance/compliance workflows
SAP ecosystem exposure
The ideal background is likely someone currently working within:
SaaS product engineering
AI product companies
Enterprise software vendors
AI platform teams
Companies building production-grade GenAI capabilities
This is a strong opportunity for engineers who enjoy solving practical enterprise AI problems at scale - particularly those with genuine experience beyond basic chatbot implementations. xcswzye
Remote working/work at home options are available for this role.