The Scientist - Machine Learning AI develops and applies machine learning and statistical methods to analyze protein structures, phenotypic information, and multimodal biological datasets. The role involves curating and harmonizing biological data, building reproducible computational workflows, training and validating predictive models, and integrating protein structural representations with biological data to generate testable scientific hypotheses. The scientist collaborates with cross-functional research teams to support data-driven drug discovery and biological research initiatives.
Advanced degree (M.S. or Ph.D.) in computational biology, bioinformatics, computational chemistry, biophysics, or a related field
Hands-on experience applying machine learning to biological, chemical, or biomedical data
Experience working with protein structure data and/or structure-derived features in a research or drug discovery setting
Experience integrating or modeling phenotypic and multimodal datasets
Strong Python programming skills and experience with scientific computing and machine-learning libraries
Ability to independently execute defined project work and deliver high-quality outputs on an agreed timeline
Develop and apply machine-learning and statistical approaches to protein structure, phenotypic, and other multimodal biological datasets
Curate, harmonize, and quality-control structured and unstructured data from internal and external sources
Build reproducible computational workflows for feature generation, model training, validation, and performance evaluation
Integrate protein structural representations with phenotypic and other biological data to generate testable hypotheses and prioritize follow-up analyses
Implement clear, maintainable analysis code and contribute to shared repositories and technical documentation
Communicate methods, findings, and recommendations clearly to technical and non-technical stakeholders
Numbers & Facts
Location
South Plainfield, NJ
Skills
Analysis Skillsunmatched
Artificial Intelligence (AI)unmatched
Bioinformaticsunmatched
Biologyunmatched
Biophysicsunmatched
Computational Chemistryunmatched
Computer Programmingunmatched
Computer Skillsunmatched
Cross-Functionalunmatched
Data Structuresunmatched
Drug Discoveryunmatched
Establish Prioritiesunmatched
Machine Learningunmatched
Model Validationunmatched
Performance Analysisunmatched
Performance Reviewsunmatched
Predictive Modelingunmatched
Python Programming/Scripting Languageunmatched
Statisticsunmatched
Technical Writingunmatched
Training Data Setsunmatched
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