About Aidoc Aidoc is the market leader in healthcare AI and has developed the world's largest clinical frontier model, supporting nearly 50 million patients each year. Aidoc is deployed in more than 2,000 medical centers worldwide. Since our founding in 2016, Aidoc has raised over $500 million and achieved a record number of FDA-cleared solutions. Medical diagnosis is hitting a breaking point, where the number of physicians hasn't kept up with the rapidly growing patient load. This leads to misdiagnosis and treatment delays that result in hundreds of thousands of deaths every year. Aidoc assists clinicians by precisely highlighting diseases directly on medical images, preventing misdiagnosis and ensuring that urgent patients receive the immediate attention they need. About this role On our journey, we have discovered that building AI that delivers value in the real world, requires much more than just an algorithm - it requires mastering the data layers the algorithms are trained and evaluated on. At Aidoc's AI organization, the data development achievements of our group are at the heart of improvements in our AI accuracy and scalability. We are among the few companies paving the way for methodologies and architectural patterns (that don't exist in this field yet) as we go. Our AI Data Development Group is the data analytics core in our AI algorithms development process, and has several main areas of responsibility: 1) Mining the optimal data for our datasets, based on a deep understanding of the nuances of medical data, medical workflows, and Aidoc’s algorithms. 2) Evaluating our algorithms’ performances, in order to maximize their success in real-world environments. 3) Facilitating data-driven product decisions through in-depth analysis. 4) Technical project management of the dataset development process. Responsibilities End-to-end ownership and technical project management of dataset development projects, for training and evaluation
