The Machine Learning and Data engineer role will lead the development, implementation, and maintenance of data pipelines and infrastructure to support the deployment and continuous monitoring of Machine Learning (ML) and generative Artificial Intelligence (AI) tools within UCSF's APeX Enabled Research (AER) team. Most projects will be in partnership with other UCSF technical teams and involve highly customized research solutions. Communication skills and inventive technical solutioning are crucial.The AER team provides a large array of services to the UCSF Research community, including project consultation, grant support, budget estimations, and project implementation and support. Project examples include:* Development of EHR-based interventions via clinical tria