AI Domain Lead

AI Domain Lead

Ideagen builds software for organisations that operate where precision truly matters. In highly regulated environments, accuracy and trust are not optional—they are critical. As we continue to expand our AI‑driven capabilities across EHS, Quality, and Compliance, we are looking for an AI Domain Lead to define the standards that ensure our models are reliable, defensible, and fit for real‑world decision‑making.

This is a pivotal role focused on regulated industry expertise and product innovation. You won't be measured by depth in a single framework, but by your ability to bring clarity and consistency across many. You will define what "right" looks like, so that domain experts, AI systems, and product teams are aligned around a single, shared understanding of correctness. The standards you set will directly shape how our AI learns, how it is trusted, and how it delivers value to customers who cannot afford ambiguity or error. AI familiarity is not a requirement for this role. Cross-domain regulatory authority and the ability to translate practitioner knowledge into written standards is. We will bring you up to speed on the tools and workflows; you bring the breadth and judgment that makes everything downstream trustworthy.

Responsibilities

• Defining, maintaining, and evolving annotation standards across EHS, Quality, and Compliance use cases to ensure consistent, repeatable decision-making across domains and jurisdictions
• Establishing evaluation frameworks and quality benchmarks for AI model outputs, including scoring rubrics, calibration criteria, and edge‑case testing scenarios
• Leading and calibrating a team of domain experts, supporting alignment of judgement, resolving differences in interpretation, and embedding shared standards into everyday workflows
• Owning the regulatory corpus strategy, deciding which frameworks, regulations, and industry standards are represented in the model and at what depth, based on product and customer needs
• Working closely with content teams to assess existing regulatory material, identify gaps, and translate formal standards into operational guidance suitable for AI training
• Partnering with AI Product and Engineering teams to inform use case prioritisation, roadmap decisions, and release readiness from a regulatory perspective
• Acting as a domain authority in internal and external discussions, ensuring regulatory accuracy and operational credibility are central to product development decisions

Skills and Experience

• You bring cross‑domain experience across at least EHS and Quality Management, gained in regulated industry environments where standards are applied operationally
• You have working knowledge of multiple regulatory frameworks and jurisdictions, with an understanding of how principles translate across sectors and contexts
• You have experience defining, writing, or owning standards, frameworks, audit criteria, or evaluation guidelines used by others to make consistent decisions
• You are comfortable arbitrating between experienced practitioners, providing clear, well‑reasoned judgments that are trusted and documented for future use
• You write with precision and clarity, producing guidance that reduces ambiguity while allowing for professional judgement
• You are comfortable working in ambiguity and understand how early standards shape long‑term system behaviour and product trustworthiness
• You have a genuine interest in how AI is being applied in regulated environments and want to help ensure these tools are safe, reliable, and credible in practice

Ideagen is the invisible force behind many things we rely on every day - from keeping airplanes soaring in the sky, to ensuring the food on our tables is safe, to helping doctors and nurses care for the sick. So, when you think of Ideagen, think of it as the silent teammate that's always working behind the scenes to help those people who make our lives safer and better. Everyday millions of people are kept safe using Ideagen software. We have offices all over the world including America, Australia, Malaysia and India with people doing lots of different and exciting jobs. We're building a future-ready team, and AI is part of how we work smarter. If you're curious, adaptable and open to using AI to improve how you work, you'll thrive at Ideagen!

If your application meets the requirements for this role, our Talent Acquisition team will be in touch to guide you through the next steps.

To ensure a flexible and inclusive process, please let us know if you require any reasonable adjustments by contacting us at View email address on click.appcast.io. All matters will be treated with strict confidence.

At Ideagen, we value the importance of work-life balance and welcome candidates seeking flexible arrangements. If this is something you are interested in, please let us know during the application process. Enhance your career and make the world a safer place!