Senior AI Engineer — Production-Ready AI & LLMs

Identify Solutions; Cardiff; Hybrid; GBP 70,000 - 80,000; Full time

Job summary

Identify Solutions in Cardiff is seeking a Senior AI Engineer to design and deliver AI-enabled applications in a hybrid setting, collaborating with internal technology teams and external partners.

You will drive production-ready AI systems with CI/CD, governance, and guardrails while exploring LLMs, RAG, and orchestration to influence architectural direction. The role emphasizes turning concepts into real products.

Qualifications

• Strong software engineering background.
• Hands-on experience building AI into real applications or products.
• Experience with AWS Bedrock and related AI platforms.
• Proficiency in Python and/or JavaScript/TypeScript.
• Strong architecture and system design knowledge.
• CI/CD and modern software delivery experience.
• Ability to explain technical decisions clearly.
• Genuine curiosity around emerging AI technologies and tools.

Responsibilities

• Design and build AI enabled applications and solutions
• Work with LLMs, RAG, AI agents and orchestration
• Take AI solutions beyond proof-of-concept and into production
• Help establish CI/CD, engineering standards and development practices
• Build guardrails, observability and governance around AI solutions
• Influence architecture and technical direction
• Integrate AI with existing enterprise systems and data
• Work with internal technology teams and external development partners

Skills

Strong software engineering

Hands-on AI in real apps

Python/TypeScript

Architecture & system design

CI/CD & modern delivery

Explain technical decisions

Curiosity about AI tech

Tools

Amazon Bedrock

Job description

Identify Solutions in Cardiff is seeking a Senior AI Engineer to design and deliver AI-enabled applications in a hybrid setting, collaborating with internal technology teams and external partners.

You will drive production-ready AI systems with CI/CD, governance, and guardrails while exploring LLMs, RAG, and orchestration to influence architectural direction. The role emphasizes turning concepts into real products.