AI/ML Research Scientist, Inverse Problems &… at Biohub · Redwood…

Summary: Biohub is leading the new era of AI-powered biology to cure or prevent disease through its medical research organization, supported by the Chan Zuckerberg Initiative. They are seeking a creative and motivated Data Scientist to develop and apply cutting-edge computational methods for complex imaging problems, focusing on algorithms and collaboration across disciplines. Responsibilities: - Develop and apply algorithms for solving inverse problems in imaging and related computational challenges - Use optimization, applied mathematics, and physics-inspired modeling to extract insights from high-dimensional data - Incorporate modern machine learning and deep learning techniques to improve reconstruction, denoising, and feature detection - Build robust, scalable pipelines for large-scale biological datasets - Collaborate with biologists, microscopists, and engineers to design solutions aligned with scientific goals - Contribute to technical documentation, publications, and presentations Required Qualifications: - M.S. or Ph.D. in Applied Mathematics, Computer Science, Physics, Engineering, or a related field - 1 - 5 years of relevant experience - Strong foundation in inverse problems, optimization, or computational modeling - Experience in machine learning and deep learning (e.g., PyTorch, TensorFlow) - Proficiency in Python or C++, and familiarity with scientific computing libraries - Strong analytical, problem-solving, and communication skills - Experience with imaging data (e.g., cryo-EM, tomography, or related modalities) - Familiarity with convex optimization, variational methods, or numerical PDEs - Knowledge of GPU computing and high-performance environments - Track record of scientific publications or open-source contributions Required Skills: Inverse problems, Machine learning, Deep learning, Python Important Skills: C++, Optimization, Computational modeling, Imaging data Nice-to-Have Skills: Analytical skills, Scientific publications, Open-source contributions, GPU computing, High-performance environments, Convex optimization, Variational methods, Numerical PDEs, Problem-solving skills, Communication skills Benefits: Provides a generous employer match on employee 401(k) contributions to support planning for the future., Paid time off to volunteer at an organization of your choice., Funding for select family-forming benefits., Relocation support for employees who need assistance moving