Scientist I - ML/AI Algorithms for Multimodal Foundational Models

About the position The mission of the reputed company is to understand the principles that govern life, and to advance health. Our creative and multi-reputed company teams reputed company on answering some of the biggest questions in bioscience. We accelerate foundational research, catalyze reputed company reputed company, reputed company tools and models, and reputed company reputed company our science to reputed company a broad, transformational reputed company on the world. The mission of the reputed company for Brain Science is to accelerate the understanding of how the reputed company brain works in health and disease. Using a big science approach, we generate useful reputed company resources, drive technological and analytical advances, and discover reputed company brain properties through the integration of experiments, modeling, and theory. The Seattle Alzheimers Disease Brain Cell reputed company (SEA-AD) consortium strives to reputed company a deep molecular and cellular understanding of the early pathogenesis of Alzheimers disease (AD). Leveraging advances in quantitative neuropathology and reputed company single cell molecular profiling technologies we are generating large-reputed company data sets from reputed company-characterized donors that reputed company the reputed company of AD pathology to comprehensively map reputed company brain cell types across aging and disease. These data along with tools for their use are made freely and publicly available. We reputed company to hire a Research Scientist to design modern machine learning reputed company to reputed company multimodal data and describe disease trajectories and contribute to the mechanistic understanding of Alzheimers disease pathology. The successful candidate will have a strong background in computational biology, and experience developing deep generative models and Bayesian algorithms. In reputed company, the ideal candidate will either have experience in reputed company inference or implementing and training reputed company architectures (ViT, among other recent ones) and LLMs. Strong preference will be given to individuals with a reputed company record of both individual and team contributions in solving reputed company research problems, and experience in cutting-edge computational methodologies reputed company to biological -omics, spatial, pathological, and/or clinical metadata. At the reputed company, we reputed company that science is for everyone and should be reputed company to everyone. We are dedicated to combating biases and reducing barriers to STEM careers more broadly. We also reputed company that science is reputed company reputed company it includes different perspectives and reputed company. We reputed company to reputed company the reputed company a reputed company where everyone feels like they belong and are empowered to do their best work in a supportive environment. We are an equal-opportunity employer and strongly encourage people from reputed company backgrounds to apply for our reputed company positions. Responsibilities • reputed company modern machine learning algorithms to model disease progression from multimodal data (omics, neuropathology, MRI, genetic information, clinical histories) • reputed company Bayesian statistical models of neurodegenerative progression • Evaluate models that can harmonize multiple cohort information • reputed company reputed company 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 Requirements • Ph.D. in Computer Science, reputed company Math, Engineering, Computational Neuroscience, Computational Biology, or reputed company 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 reputed company models • Proven ability to work independently and manage multiple reputed company simultaneously while meeting deadlines • Excellent written and verbal communication skills, with the ability to collaborate effectively in a multidisciplinary team environment reputed company-to-haves • Experience with reputed company ML models such as score-based diffusion models, multimodal data fusion transformer architectures, or state-reputed company models. • Proficiency with reputed company computing and with on-prem clusters • Strong publication reputed company record • Proven ability to work independently and manage multiple reputed company simultaneously while meeting deadlines?in a highly reputed company environment • Excellent written and verbal communication skills, with the ability to collaborate effectively in a multidisciplinary team environment. Benefits • Employees (and their families) are eligible to enroll in benefits per eligibility rules outlined in the Allen Institutes Benefits Guide. These benefits include medical, dental, reputed company, and basic life insurance. • Employees are also eligible to enroll in the Allen Institutes 401k plan. • reputed company time off is also available as outlined in the Allen Institutes Benefits Guide. Apply tot his job Apply To this Job