The Allen Institute is dedicated to understanding the principles of life and advancing health through innovative research. They are seeking a Scientist I to develop machine learning algorithms that integrate multimodal data to model disease progression, particularly in the context of Alzheimer's disease.
Responsibilities
- Develop modern machine learning algorithms to model disease progression from multimodal data (omics, neuropathology, MRI, genetic information, clinical histories)
- Develop Bayesian statistical models of neurodegenerative progression
- Evaluate models that can harmonize multiple cohort information
- Develop causal models of disease progression
- Stay at the forefront of advances in AI for multimodal disease progression modeling
- Participate in a highly interactive and multidisciplinary environment
- Publish/present findings in peer-reviewed journals/scientific conferences
Skills
- Ph.D. in Computer Science, Applied Math, Engineering, Computational Neuroscience, Computational Biology, or related field, or equivalent combination of degree and experience
- Experience working with recent Deep Learning Architectures/Foundational Models
- Experience with Bayesian modeling and inference
- Experience developing causal models
- Experience with current ML models such as score-based diffusion models, multimodal data fusion transformer architectures, or state-space models
- Proficiency with cloud computing and with on-prem clusters
- Strong publication track record
- Proven ability to work independently and manage multiple projects simultaneously while meeting deadlines in a highly collaborative environment
- Excellent written and verbal communication skills, with the ability to collaborate effectively in a multidisciplinary team environment
Benefits
- Medical
- Dental
- Vision
- Basic life insurance
- 401k plan
- Paid time off
Company Overview
- The Allen Institute is dedicated to answering some of the biggest questions in bioscience and accelerating research worldwide. It was founded in 2003, and is headquartered in Seattle, Washington, USA, with a workforce of 501-1000 employees. Its website is https://alleninstitute.org/.
Company H1B Sponsorship
- Allen Institute has a track record of offering H1B sponsorships, with 10 in 2026, 41 in 2025, 32 in 2024, 24 in 2023, 26 in 2022, 17 in 2021, 7 in 2020. Please note that this does not guarantee sponsorship for this specific role.