
Expression of Interest
Aptura
Training and evaluating AI for real-world finance, healthcare, and legal.
Describe your next role, cut the noise
Aptura is an applied AI research company. We work with frontier AI labs to improve how their models handle complex, real-world professional work in finance, legal, healthcare, policy and beyond. We do it by working with experienced practitioners who create versions of real work: the models, documents, presentations and analyses that show AI what good actually looks like.
The shape of the work
Paid project work that is designed to run alongside full-time employment.
Remote and asynchronous: you pick up discrete tasks and are paid per completed task
Scope, fee, deadlines and payment terms are confirmed individually in writing before you start
Your work is reviewed by senior professionals from your own field
What you might build
Depending on your background: financial models and investment presentations; legal drafting or document review; clinical and scientific analysis; policy briefs; or expert review of other contributors' work.
Who we're looking for
People who have personally owned real work - you can describe what you built, who it was for, and what made it hard. We care about judgment over retrieval, and we value people who work well asynchronously and take feedback seriously.
What happens next
We review your expression of interest and, where there's a potential fit, arrange a short call to discuss your experience, capacity and terms - then match you to a live project.
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