Insitro
Senior Machine Learning Scientist, Imaging
South San Francisco, CA, Remote. Posted 9 months ago
The role
You will develop computer vision pipelines to extract insights about disease mechanisms from multiple microscopy modalities. You will work in a cross-functional team to identify therapeutic targets and develop drugs.
What you will do
- Partner with experimental and computational biologists to design, troubleshoot, and optimize high-throughput imaging-based experiments and workflows
- Identify, understand, develop, and deploy novel computer vision and machine learning methods
- Work closely with software engineers to build robust and well-tested image analysis workflows
- Calibrate analysis tools and workflows, define performance metrics, and conduct benchmarking
- Communicate findings to cross-functional stakeholders through reports, visualizations, presentations, and publications
- Identify novel disease-relevant phenotypes and propose new screening paradigms
Required qualifications
- Ph.D. in computer vision, machine learning, computer science or a related discipline, or equivalent practical experience (e.g., a Master's degree and 2+ years of relevant industry experience)
- Ability to communicate effectively and collaborate with people of diverse backgrounds and job functions on a daily basis
- Demonstrated ability to identify, understand, and find novel applications of state-of-the-art ML/CV methods from literature or other sources
- Strong programming skills in Python, including working with TB-scale image datasets and leveraging modern agentic software tools
- Experience developing models for diverse computer vision tasks (e.g. segmentation, recognition, classification, domain adaptation) including using modern deep learning frameworks (PyTorch, TensorFlow,
- Extensive hands on experience working with microscopy data or similar biomedical or physical imaging modalities
- Passion for making a difference in the world
Nice to have
- Demonstrated ability to write software in a team, industry experience or substantial involvement with open source projects
- Experience modeling with video or imaging time-series datasets
- Experience with microscopy hardware, and/or image data acquisition in other contexts
- Understanding of optical physics, resolution, numerical aperture, etc.
- Familiarity with cloud computing services (e.g., AWS or Azure)
- Experience with database languages (e.g., SQL)
- Publication record of meaningful contributions to high-quality work in relevant computer vision, clinical ML, or biomedical venues
Benefits
- 401(k) plan with employer matching for contributions
- 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 and 10 weeks for a new parent
- Quarterly budget for books and online courses for self-development
- Support to attend professional conferences
- New hire stipend for home office setup
- Monthly cell phone & internet stipend
- Access to free onsite baristas and daily lunch for employees who are either onsite or hybrid
- Access to a free commuter bus network
About the company
insitro is a drug discovery and development company using machine learning and data at scale to decode biology for transformative medicines. The company is advancing a pipeline of insights and therapeutics in neuroscience and metabolism.