Roche's Research and Early Development organisations at Genentech (gRED) and Pharma (pRED) need to accelerate R&D by leveraging data and novel computational models. Seamless data sharing and access to models across gRED and pRED are essential to maximizing these opportunities. The new Computational Sciences Center of Excellence (CoE) aims to harness the power of data and AI to assist scientists in delivering more innovative medicines.
Requirements
- 3+ years building and operating complex, full‑stack applications (you’ve owned systems in production).
- Proven front‑end expertise with modern frameworks (e.g., React, Angular) and a track record of delivering intuitive, user‑centered interfaces.
- Proficiency with Python and SQL; comfortable designing data models and pipelines.
- Strong system design skills: domain modeling, event‑driven architecture, concurrency/failure modes, performance profiling.
- Familiarity with machine learning concepts, model training, serving, and evaluation.
- Practical hands-on experience with PyTorch in a production environment.
Responsibilities
- Build and enhance our full-stack platform, crafting intuitive front-end applications and engineering the reliable backend services that orchestrate the entire discovery cycle.
- Build the critical integrations that close the loop with the wet lab, connecting our platform with robotics, assay pipelines, and instrumentation data.
- Engineer the systems that bring our AI to life by integrating novel generative models and building the infrastructure for their evaluation and deployment.
- Shape the strategic roadmap for Lab‑in‑the‑Loop, influencing its features and technical architecture.
- Partner directly with ML scientists and experimentalists, translating complex scientific workflows into elegant and effective product features.
Other
- Relocation benefits are available for this job posting.
- Genentech is an equal opportunity employer.
- If you have a disability and need an accommodation in relation to the online application process, please contact us by completing this form Accommodations for Applicants.
