[Remote] ML / Bioinformatics Scientist (liver toxicity)

Note: The job is a remote job and is open to candidates in USA. BayOne Solutions is seeking an ML / Bioinformatics Scientist to support projects related to drug-induced liver toxicity. The role involves applying machine learning methods to datasets, collaborating with various interdisciplinary teams, and centralizing data for analysis. Responsibilities • Data centralization and harmonization • Applying ML methods on assembled dataset to identify patients’ risk for drug-induced liver toxicity. • Collaborate with interdisciplinary and cross-functional teams including biologists, chemists, data scientists, and other stakeholders. Skills • Proven track record of working with statistical modeling techniques, including ML methods • Expertise in Python/R for data manipulation, statistical analysis, and ML model building • Proven ability to work with diverse data types (omics, clinical, imaging) • Knowledge of statistics and experience with survival analysis • Excellent communication, collaboration, and problem-solving skills • Demonstrated interest in problems across biology as applied to the discovery and development of treatments for disease • Experience with NLP/LLMs for feature extraction from unstructured text • Strong background in neuroscience Education Requirements • PhD degree in quantitative field (e.g., Computer Science, Computational Biology, Bioinformatics, Statistics, Mathematics) Company Overview • BayOne Solutions provides computer programming services. It was founded in 2012, and is headquartered in Pleasanton, California, USA, with a workforce of 501-1000 employees. Its website is Company H1B Sponsorship • BayOne Solutions has a track record of offering H1B sponsorships, with 6 in 2025, 25 in 2024, 20 in 2023, 30 in 2022, 20 in 2021, 37 in 2020. Please note that this does not guarantee sponsorship for this specific role. Apply tot his job Apply tot his job Apply tot his job Apply tot his job Apply To this Job