Build AI systems that change how critical institutions operate.
We're building production AI systems that solve complex, high-impact problems across government, healthcare and critical infrastructure. Rather than building demos or internal tooling, we deploy frontier AI into environments where reliability, scale and measurable outcomes matter.
Our systems are already delivering results:
- Reduced construction permitting times by 80%, unlocking $375M+ in economic value for a sovereign government.
- Built AI systems that reduced supply chain costs by 30% while achieving 99% operational reliability, preventing more than $100M in losses for a global energy leader.
- Improved patient outcomes by 40% while reducing administrative workload by 80% across national healthcare systems.
We've recently raised a $55M Series A and are building a team of exceptional engineers, researchers and builders from organisations including Tesla, DeepMind, NVIDIA and Databricks.
If you're interested in applying frontier AI where it genuinely matters, we'd love to talk.
The Role
You'll work on taking the latest advances in foundation models and turning them into production systems that solve difficult real-world problems.
This isn't an experimentation role. You'll own systems from research through deployment, collaborating directly with customers and domain experts to build AI that is used every day.
You'll have significant autonomy, broad ownership and the opportunity to influence both technical direction and product strategy.
What You'll Work On
Build production AI systems
- Design and deploy applications powered by frontier LLMs and reasoning models.
- Build intelligent agentic workflows for complex operational environments.
- Develop robust retrieval, evaluation and orchestration pipelines.
Own the engineering
- Design scalable ML infrastructure and data pipelines.
- Optimise models for latency, cost and quality.
- Ship production systems that are reliable, observable and continuously improving.
Solve genuinely difficult problems
Projects may include:
- Modernising government services through AI automation.
- Improving clinical workflows across healthcare systems.
- Optimising critical infrastructure and energy operations.
- Building entirely new AI capabilities for organisations operating at national scale.
You'll work on problems where the constraints are real, the datasets are messy and the impact is measurable.
Work closely with customers
You'll collaborate directly with senior stakeholders, engineers and operators to understand complex workflows and translate them into deployable AI systems.
Rather than throwing models over the wall, you'll help shape products from first principles through production deployment.
We're Looking For
You don't need to tick every box, but strong candidates will likely have:
- A strong computer science, machine learning or related technical background.
- Experience building production GenAI applications.
- Experience with technologies such as:
- LLMs
- Agent frameworks
- RAG systems
- Reasoning models
- Evaluation frameworks
- Strong software engineering fundamentals.
- Experience with PyTorch, JAX or TensorFlow.
- Excellent systems thinking and problem-solving ability.
- Comfort moving quickly, owning ambiguity and shipping end-to-end.
Most importantly, you're excited by building ambitious products, learning rapidly and solving problems that don't already have known answers.
Why This Role
- Work on problems with national and global impact.
- Ship quickly and see your work used by millions of people.
- Collaborate with an unusually strong team of AI researchers, engineers and founders.
- Take ownership early—responsibility is earned through impact, not tenure.
- Work at the frontier of applied AI rather than incremental optimisation.
- Competitive salary and meaningful equity.
Why Join?
Most AI roles optimise an existing product.
This role is different.
You'll work at the intersection of frontier AI research and real-world deployment, building systems that transform how governments, healthcare providers and critical industries operate. You'll solve technically demanding problems, move fast, and ship software that has immediate, measurable impact.
If you're excited by hard engineering challenges, ownership, and deploying AI where it genuinely changes outcomes, we'd love to hear from you.
