Job Description
Our Client, a Biotech company, is looking for a Computational Scientist (Contractor) - gRED, Regev Lab for their South San Francisco, CA location.
Responsibilities:
Requirements:
Why Should You Apply?
Responsibilities:
- Multimodal perturbation datasets are becoming increasingly large and available, and understanding which data contribute most to model performance is an increasingly important question.
- The Regev lab has generated a large multimodal perturbation dataset.
- The contractor will train and evaluate models on this data to characterise how different portions of the dataset contribute to model learning, and will evaluate model performance and model outputs against experimental data.
- Ownership of a clearly scoped, business-critical workstream with defined deliverables.
- Direct collaboration with the project lead and access to an established, documented analysis codebase and cluster compute.
- Work with some of the most talented people in the biotechnology industry.
Requirements:
- PhD in a computational discipline, or equivalent research experience
- Preferred majors: Computational Biology, Computational Sciences, Statistics or Machine Learning
- Required skills:
- Training and evaluating deep learning models in PyTorch, including designing and executing controlled train/test split experiments on a SLURM cluster.
- Strong applied statistics
- Proficient scientific Python (numpy, pandas, scanpy/anndata) and reproducible, documented analysis practice.
- Preferred Qualifications:
- Experience with single-cell transcriptomics
- Experience with analysis of CRISPR perturbation screens (perturb-seq or similar).
- Familiarity with representation learning
- Familiarity with image analysis
Why Should You Apply?
- Health Benefits
- Referral Program
- Excellent growth and advancement opportunities
Numbers & Facts
| Location | South San Francisco, CA |
| Industry | Management Consulting Services |
| Salary | $52.63–$57.63 Per Hour |
| Company Size | 2,000 to 2,499 employees |
| Year Founded | 2000 |
| Website | https://www.iconma.com/ |
Benefits
401K, Employee Referral Program, Life Insurance
About Company
ICONMA is a global information consulting management firm providing Professional Staffing Services and Project-Based Solutions for organizations in a broad range of industries.
- Corporate Headquarters in Troy, Michigan; 20+ locations worldwide.
- Certified Woman-Owned Business Enterprise (WBE); certified by Women’s Business Enterprise National Council, National Women Business Owners Corporation (NWBOC); and California Public Utilities Commission (CPUC).
- Founded in 2000
- 2000+ Employees
The company was founded on the principle that success is derived from delivering high quality service and resources in the most responsive, flexible, and innovative way. ICONMA invests in people and resources with a single goal: To provide our customers with the highest quality service in the most responsive manner. Through its network of offices, ICONMA provides the resources to help clients maintain their competitive advantage.
Skills
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