
Computational Scientist
The Fountain Group · South San Francisco, CA · Onsite
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Actively hiring
Posted 3 days ago · still listed on the employer's own board · How we score
All reasons
In its favour
- Posted 3 days ago
- Still listed on the employer's own board
- Publishes a salary range
Job Title
Computational Scientist (Contractor) – Computational Biology / Machine Learning
Location
South San Francisco, CA (Onsite)
Pay Rate
$52.88/hr
Duration
12 Months
Job Description
Seeking a Computational Scientist to work on multimodal perturbation datasets in a computational biology research environment. The role involves training and evaluating deep learning models to understand how different components of multimodal datasets contribute to model performance.
Responsibilities include designing controlled train/test split experiments, analyzing model outputs, and validating computational results against experimental data. The scientist will work with an established analysis codebase and SLURM-based cluster computing environment.
Education
- PhD in a computational discipline or equivalent research experience.
- Preferred majors: Computational Biology, Computational Science, Statistics, or Machine Learning.
Required Skills
- Hands-on experience training and evaluating deep learning models using PyTorch.
- Experience designing and executing controlled train/test split experiments.
- Proficiency in scientific Python, including NumPy, pandas, and Scanpy/AnnData.
- Strong applied statistics and model evaluation expertise.
- Experience running computational experiments on SLURM clusters.
- Reproducible and documented scientific data analysis.
Preferred Skills
- Single-cell transcriptomics analysis.
- CRISPR perturbation screen analysis, including Perturb-seq.
- Representation learning.
- Image analysis.
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Skills
- Machine Learning
- Deep Learning
- Slurm
- PyTorch
- Python
- NumPy
- Pandas
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