Job Description
Job Description
Job Opening: Computational Scientist (Contractor) – Regev Lab, gRED
Location: South San Francisco, CA, USA
Pay Rate: $55.06 /hour (W2)
Contract Duration: 15 Months
Schedule: Full-time, Monday–Friday (40 hours/week)
Job Overview: Seeking a Computational Scientist to train and evaluate deep learning models using large-scale multimodal perturbation datasets, analyze model performance, and validate results against experimental data.
Required Qualifications:
- PhD in Computational Biology, Computational Sciences, Statistics, Machine Learning, or equivalent research experience.
- Strong experience in PyTorch and deep learning model development.
- Experience with train/test split experiments and SLURM clusters.
- Strong applied statistics and scientific Python (NumPy, Pandas).
- Familiarity with Scanpy/AnnData and reproducible analysis practices.
Preferred Skills:
- Single-cell transcriptomics.
- CRISPR perturbation screens (Perturb-seq).
- Representation learning and image analysis.