Genentech - San Francisco, CA
posted 3 months ago
Genentech's Early Clinical Development (ECD) department is seeking a talented and motivated Generative AI Software Developer reporting to the Director of software engineering at the Digital Transformation Office (DTO). The DTO collaborates with a broad range of stakeholders involved in the clinical development process, including Clinical Science, Clinical Operations, Medical Writing, Quality, and Regulatory. The work will span multiple therapeutic areas such as oncology, immunology, neuroscience, metabolism, and infectious disease, aiming to develop industry-leading solutions for complex business problems. The Generative AI Software Developer will be responsible for designing, developing, and deploying cutting-edge generative AI models and applications. This role requires a high degree of ingenuity and creativity, as the developer will need to stay attuned to the rapidly changing tech and healthcare landscapes. The position will involve collaboration with AI scientists, full-stack developers, and other stakeholders to create innovative solutions that leverage AI to solve complex problems and enhance user experiences. Key responsibilities include developing and implementing generative models using techniques such as GANs, VAEs, and transformers, optimizing these models for performance, scalability, and accuracy. The developer will also manage end-to-end model training processes, ensure code quality and documentation, and maintain robust deployment pipelines for AI models. This role is crucial in ensuring that the models meet quality and reliability standards while also monitoring their performance in production and implementing necessary improvements.