Insitro
Senior/ Staff Software Engineer, Imaging
South San Francisco, CA. Posted 2 months ago
The role
You will define and expand data and ML infrastructure across the full data lifecycle. You will build platform features for in vitro screening modalities and ML-derived phenotypes to process terabytes of biological data per day.
What you will do
- Partner with lab and ML scientists to design, develop, and scale platform capabilities.
- Build and evolve tools and interactive interfaces for data exploration, quality assessment, and visualization.
- Own complex, end-to-end projects and make architectural trade-offs.
- Scale and harden complex ML workflows to process terabytes of data per day.
- Set and uphold practices for data integrity, lineage tracking, reproducibility, and observability.
- Write technical specifications and documentation.
- Translate complex experimental needs into technical plans and software.
- Mentor other engineers.
Required qualifications
- 6+ years of professional experience building and operating production-grade software and high-throughput data pipelines, primarily in Python.
- Hands-on experience with a Python-first ML stack (PyTorch/Lightning).
- Hands-on experience with distributed compute (Ray, Dask, Kubernetes, etc.).
- Hands-on experience with workflow orchestration (Argo, Airflow, redun, etc.).
- Experience deploying on cloud infrastructure at multi-terabyte scale.
- Track record of owning complex systems from architecture through production operation.
Nice to have
- Designed, built, and maintained scientific computing pipelines, visualizations, and QC processes for large-scale biological datasets.
Benefits
- 401(k) plan with employer matching
- Medical, dental, and vision coverage
- Mental health and well-being support
- Open, flexible vacation policy
- Paid parental leave of at least 16 weeks for birth parents and 10 weeks for new parents
- Quarterly budget for books and online courses
- New hire stipend for home office setup
- Monthly cell phone and internet stipend
- Free onsite baristas and daily lunch for onsite or hybrid employees
- Free commuter bus network
About the company
insitro is a physical AI company and drug discovery and development company using machine learning and data at scale to decode biology. The company uses a Virtual Human platform and TherML platform to identify genetic intervention points and translate them into therapeutics.