Unlearn is innovating advanced machine learning methods to leverage generative AI in forecasting patient outcomes, starting with the domain of clinical trials. We produce AI-generated digital twins of individual trial participants, enabling smaller and more efficient clinical trials to bring effective medicines to patients sooner.
We invent, train, and deploy generative models capable of generating accurate, comprehensive forecasts of a patient’s health over time under relevant scenarios—which we call their digital twin. Our AI research centers on deep learning-based generative models for multivariate stochastic processes and associated clinical applications. In other words, we aim to simulate ‘what if?’ scenarios for individual patients so that we can computationally compare potential health outcomes.
Unlearners come from a variety of backgrounds—machine learning and software engineering, biostatistics, clinical research, sales, marketing, and many more. We are ambitious and disciplined experimenters; we are gritty and open to new ideas; we are storytellers and team players; we put the mission first, the company second, the team third, and individuals last. We believe that AI will define the future of medicine, and we aren’t deterred by naysayers or skeptics. Join us.
Through our interview process, we aim for you to hear more about our mission, the challenges we work on and the problems we look to solve; to ensure you develop a good understanding of our culture; and to give you a great experience while meeting our team.
You will speak with 3-4 members of our team about our culture, work through a 1-hour CoderPad exercise, and go through a live systems design exercise with with our engineering team before we make a decision on your candidacy.