Scientist, Machine Learning AI
Katalyst Talent Agency
United States
18 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source
Tech stack
Training Data
Artificial Intelligence
Bioinformatics
Computational Biology
Python (Programming Language)
Machine Learning
Scientific Computating
Systems Integration
Unstructured Data
Feature Engineering
Model Validation
Job description
- 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.
Requirements
Machine Learning, Artificial Intelligence (AI), Training Data Sets, Machine Learning, Unstructured Data, Quality Control, Structured Data, Performance Reviews, Performance Analysis, Model Validation, * 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.
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