Computational Chemist at Debut Biotech
ITlearn3606 months ago
San Diego, CA, United States
On-site
Full-time
Junior Level (1-3 years)
Job Description
Position Overview
Computational Chemist position at Debut Biotech in San Diego, CA. Debut is the unconventional innovation lab spearheading the next generation of big business. Only Debut has a scalable, integrated, climate‐positive creation model powered by biotechnology that puts human wellbeing at the center of everything we do – setting the new standard for profitable business and driving innovation in an ever-changing world. As a member of the Ingredient Innovation team, you will work with large-scale biological and chemical datasets to design and optimize novel active ingredients for consumer products.
Key Responsibilities
- Develop and implement ML tools and workflows to discover molecules with desired biological and chemical properties
- Prepare and analyze large-scale, high-dimensional datasets for training QSAR/ML models
- Explore diverse generative ML algorithms to design novel bioactive molecules
- Optimize computational workflows for efficiency and develop new data visualizations to generate insights
- Apply cheminformatics expertise to support the project team in data interpretation and decision-making
Required Qualifications
- BS, MS, or PhD in Computational Chemistry, Cheminformatics, Bioinformatics, or a related STEM field
- 3+ years of practical experience in cheminformatics in academia or industry
- Strong proficiency in Python with experience using libraries such as RDKit, Scikit-learn, Tensorflow, PyTorch, Pandas, and Matplotlib
- Familiarity with Linux-based environments, bash scripting, Conda, and Git
- Excellent problem-solving and communication skills with the ability to work independently and collaboratively
Preferred Qualifications
- Experience with R is a plus
- Experience working with medicinal chemistry or genomics data
Benefits & Perks
- Compensation: $80,000 - $120,000 per year
- Full-time, onsite position in San Diego, CA
- Comprehensive pre-employment background check process
- Equal opportunity employment with an inclusive work environment
Required Skills
Machine Learning
Matplotlib
Scikit-learn
Pandas
Cheminformatics
PyTorch
Python
Computational Chemistry
Git
Tensorflow
RDKit
Linux
Bash scripting