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