6 часов назад
Imaging ML Scientist (Computer Vision)
215 000 - 235 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Imaging ML Scientist (Computer Vision) (microscopy and biomedical imaging): Building machine learning and computer vision pipelines that extract disease-relevant insights from high-throughput microscopy datasets with an accent on segmentation, feature extraction, representation learning, and robust image analysis workflows. Focus on designing imaging experiments, benchmarking fit-for-purpose models, identifying novel phenotypes, and translating findings into actionable drug discovery decisions.
Location: Hybrid in South San Francisco, California; required to work from headquarters at least three days per week
Salary: $215,000–$235,000 annual base salary for successful US-based applicants, plus eligibility for an annual performance bonus and equity incentive plan.
Company
is a biotech drug discovery and development company using machine learning and large-scale multimodal biological data to develop predictive disease models and transformative medicines.
What you will do
- Partner with experimental and computational biologists to design, troubleshoot, and optimize high-throughput imaging experiments and workflows.
- Develop and deploy computer vision and machine learning methods, including segmentation, feature extraction, recognition, classification, domain adaptation, and representation learning.
- Build robust, well-tested image analysis workflows with software engineers for use by biologists with minimal direct support.
- Calibrate tools, define performance metrics, benchmark models, and select fit-for-purpose solutions for microscopy image datasets.
- Communicate findings through reports, visualizations, presentations, and publications.
- Identify disease-relevant phenotypes and propose screening paradigms that inform therapeutic target and drug development decisions.
Requirements
- Ph.D. in computer vision, machine learning, computer science, or a related discipline, or equivalent practical experience such as a master’s degree with two or more years of relevant industry experience.
- Strong programming skills in Python and experience working with terabyte-scale image datasets.
- Experience developing computer vision models with modern deep learning frameworks such as PyTorch, TensorFlow, or Keras.
- Extensive hands-on experience with microscopy data or comparable biomedical or physical imaging modalities.
- Ability to identify and apply state-of-the-art machine learning and computer vision methods, collaborate across functions, and communicate effectively.
- Demonstrated ability to write software in a team, through industry experience or substantial open-source involvement.
Nice to have
- Experience modeling video or imaging time-series datasets.
- Experience with microscopy hardware or image data acquisition.
- Understanding of optical physics, resolution, and numerical aperture.
- Familiarity with AWS or Azure, SQL, and agentic software development tools.
- Publication record in computer vision, clinical machine learning, or biomedical venues.
Culture & Benefits
- Hybrid work environment with a cross-functional team of life scientists, software engineers, computational biologists, and machine learning scientists.
- Annual performance bonus eligibility and equity incentive plan participation.
- 401(k) plan with employer matching and medical, dental, vision, and mental health coverage.
- Open flexible vacation policy and paid parental leave of at least 16 weeks for birth parents and 10 weeks for other new parents.
- Quarterly learning budget, conference support, home-office setup stipend, and monthly cell phone and internet stipend.
- Onsite meals and barista access, plus a commuter bus network serving the Bay Area.
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