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Computational Scientist

The Fountain Group · South San Francisco, CA · Onsite

100100

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Posted 3 days ago · still listed on the employer's own board · How we score

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  • Posted 3 days ago
  • Still listed on the employer's own board
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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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