Lead / Principal GenAI Engineer

This is a forward-deployed AI engineer role sitting within a newly formed, dedicated AI team at a large-cap private equity firm.

You will work directly with our portfolio companies to assess, design, build, and hand off high-impact AI solutions at pace.

The model is deliberately lean. You will work as part of a small, highly specialised pod alongside an AI product manager. Together you are the team. You will be embedded within portfolio companies with full credentials, access, and credibility.

The goal is not to embed indefinitely. It is to get a portfolio company to the point of scaling an AI opportunity and then hand it off, including helping them hire and build their own capability.

Requirements

What You'll Do

• Assess AI feasibility during diligence, and set technical direction for the systems that follow: data products, retrieval pipelines, model orchestration, agentic workflows, evaluation, deployment, and monitoring.
• Design and build LLM workflows, retrieval systems, and agentic applications directly against a portco's real enterprise data and infrastructure.
• Define secure, scalable reference architectures appropriate to each portco's environment, across major cloud and AI platform services as needed.
• Establish evaluation and observability standards for what you build, test sets, automated evals, tracing, quality scoring, latency/cost monitoring, and regression te