Position Overview
We are seeking a Computational Scientist to develop and evaluate machine learning models using large-scale multimodal biological datasets. This role will focus on model training, performance evaluation, statistical analysis, and interpretation of computational results to support scientific research and discovery.
Key Responsibilities
- Train and evaluate deep learning models on multimodal datasets.
- Design and execute computational experiments to assess model performance.
- Analyze and interpret model outputs against experimental data.
- Perform statistical analyses and develop reproducible data workflows.
- Collaborate with research teams to support data-driven scientific objectives.
- Document analytical methods, results, and findings.
Required Qualifications
- PhD or equivalent research experience in Computational Biology, Computational Science, Statistics, Machine Learning, or a related field.
- Experience training and evaluating deep learning models using PyTorch.
- Strong applied statistics and data analysis skills.
- Proficiency in Python and scientific computing tools (NumPy, Pandas, Scanpy/AnnData).
- Experience working in Linux/HPC environments.
Preferred Qualifications
- Experience with single-cell genomics or transcriptomics.
- Experience analyzing CRISPR perturbation screening data.
- Familiarity with representation learning or image analysis.
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Full-time employees are also eligible for benefits options such as health coverage, life insurance, disability insurance, and 401k benefits.
At Advanced Group, our commitment to diversity and inclusion in every part of our organization is crucial to fulfilling our mission and demonstrating our REAL values. Advanced Group is committed to providing employment opportunities without regard to sex, race, color, age, national origin, religion, gender identity or expression, sexual orientation or sexual preference, pregnancy or maternity, genetic information, marital status, disability, veteran status, or any other basis protected by applicable federal, state or local law.
Advanced Group complies with federal and state disability laws and makes reasonable accommodations for applicants and candidates with disabilities. If a reasonable accommodation is needed to participate in the job application or interview process, please contact [email protected].