Senior / Lead Computer Vision/Clinical ML Scientist
insitro
This job is no longer accepting applications
See open jobs at insitro.See open jobs similar to "Senior / Lead Computer Vision/Clinical ML Scientist" Two Sigma Ventures.- Ph.D. in computer vision, machine learning, computer science, clinical machine learning or a related discipline, or equivalent practical experience (e.g., a Master’s degree plus 2 years of relevant industry experience)
- Experience developing models for diverse computer vision tasks (e.g. segmentation, recognition, classification, domain adaptation) including using modern deep learning frameworks (PyTorch, JAX, Keras, etc)
- Extensive hands-on experience working with biomedical imaging modalities
- Experience with modern representation learning approaches such as self-supervised learning, transfer learning, multi-modal modeling, few-shot learning, and more
- Strong programming skills in Python, including processing TB-scale image datasets using Linux/Bash
- Ability to communicate effectively and collaborate with people of diverse backgrounds and job functions
- Passion for making a difference in the world
- Experience building infrastructure for clinical image dataset preprocessing
- Experience with real-world challenges of clinical data analysis, including working with clinical datasets such as EHR/PACS or clinical trial data and interactions with clinicians
- Demonstrated ability to write software in a team, through industry experience or substantial involvement with open source projects
- Some understanding of human physiology or disease biology (especially cancer, metabolism, or neurodegeneration)
- Publication record of meaningful contributions to high-quality work in relevant computer vision, clinical ML, or biomedical venues
- Familiarity with cloud computing services (e.g., AWS or GCP)
- Proficiency in C++/OpenCV/CUDA, or other compiled, statically-typed languages and related computer vision/graphics libraries
Our target starting salary for successful US-based applicants for this role is $160,000 - $215,000. To determine starting pay, we consider multiple job-related factors including a candidate’s skills, education and experience, the level at which they are actually hired, market demand, business needs, and internal parity. We may also adjust this range in the future based on market data.
This role is eligible for participation in our Annual Performance Bonus Plan (based on company targets by role level and annual company performance) and our Equity Incentive Plan, subject to the terms of those plans and associated policies.
In addition, insitro also provides our employees:
- 401(k) plan with employer matching for contributions
- Excellent medical, dental, and vision coverage (insitro pays 100% of premiums for employees), as well as mental health and well-being support
- Open, flexible vacation policy
- Paid parental leave
- Quarterly budget for books and online courses for self-development
- Support to occasionally attend professional conferences that are meaningful to your career growth and development
- New hire stipend for home office setup
- Monthly cell phone & internet stipend
- Access to free onsite baristas and cafe with daily lunch and breakfast
- Access to free onsite fitness center
- Commuter benefits
This job is no longer accepting applications
See open jobs at insitro.See open jobs similar to "Senior / Lead Computer Vision/Clinical ML Scientist" Two Sigma Ventures.