Generative AI Software Developer

The Position

We advance science so that we all have more time with the people we love.

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. Digital Transformation Office (DTO) collaborates with a broad range of stakeholders involved in the clinical development process (e.g., Clinical Science, Clinical Operations, Medical Writing, Quality, Regulatory). Their work will also cross multiple therapeutic areas including oncology, immunology, neuroscience, metabolism, infectious disease, and others. It will develop industry-leading solutions for highly complex business problems. To manage the design and pilot of these software products, they will apply a high degree of ingenuity and creativity while maintaining a finger on the pulses of the rapidly changing tech and healthcare landscapes. The Generative AI Software Developer will primarily be responsible for designing, developing, and deploying cutting-edge generative AI models and applications in collaboration with AI scientists, Full stack developers, and other collaborators. Your work will directly impact our ability to create and deliver innovative solutions that leverage AI to solve complex problems and enhance user experiences.

The Opportunity:

• Develop and Implement Generative Models: Design and build advanced generative models using techniques such as GANs, VAEs, and transformers. Optimize models for performance, scalability, and accuracy.

• Collaborate with Cross-Functional Teams: Work closely with data scientists, engineers, and product managers to integrate generative AI capabilities into our products and services.

• Research and Innovation: Stay up-to-date with the latest advancements in generative AI and machine learning. Evaluate new technologies and methodologies to continuously improve our models and solutions.

• Model Training and Evaluation: Manage end-to-end model training processes, including data preparation, hyperparameter tuning, and performance evaluation. Ensure models meet quality and reliability standards.

• Code Quality and Documentation: Write clean, maintainable, and well-documented code. Participate in code reviews and contribute to best practices in software development.

• Deployment and Monitoring: Develop and maintain robust deployment pipelines for AI models. Monitor model performance in production and implement necessary improvements.

Who You Are:

• Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.

• Proven 5+ years of experience in developing and deploying ML/AI models, and 2+ years of experience in developing and deploying generative AI models.

• Strong background in deep learning frameworks such as TensorFlow, PyTorch, or similar.

• Proficiency in Python, Typescript, and either React or Vue. Experience with cloud platforms (e.g., AWS).

• Demonstrated proficiency with version control systems and automated software testing and delivery.

• Strong understanding of generative models, including GANs, VAEs, and transformer-based architectures. Familiarity with natural language processing (NLP) and computer vision.

• Proficiency with containerized workflows and architectures.

• Excellent analytical and problem-solving skills with a track record of tackling complex technical challenges.

• Strong interpersonal and communication skills, with the ability to articulate complex technical concepts to non-technical stakeholders.

Preferred Qualifications:

• PhD in Computer Science, Engineering, Mathematics, or a related field.

• Sound knowledge of DevOps, infrastructure, and continuous integration concepts.

• Relevant experience with a proven track record in healthcare-related NLP, computer vision, or medical imaging projects.

Relocation benefits are not available for this job posting.

The expected salary range for this position based on the primary location of California is $165,200-$306,800. Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law. A discretionary annual bonus may be available based on individual and Company performance. This position also qualifies for the benefits detailed at the link provided below.

Benefits

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Genentech is an equal opportunity employer, and we embrace the increasingly diverse world around us. Genentech prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin or ancestry, age, disability, marital status and veteran status.