Molecular ML Scientist: Drug Discovery & Platform Impact

Jobtailor; California (MO); On-site; USD 140,000 - 220,000; Full time

Job summary

Jobtailor seeks an experienced ML Scientist to build models predicting molecular properties from chemical structures and to develop novel algorithms for molecule generation. You will collaborate with chemists and software engineers to integrate models into the software platform.

The role involves building scalable infrastructure for model training, deployment, and monitoring, and engaging with scientific users to influence product direction and strategy.

Qualifications

• 4+ years in ML Scientist/ML Engineer/Data Scientist or similar role.
• Strong scientific background with ML fundamentals and deep learning.
• Proficiency in Python-based ML frameworks: PyTorch, TensorFlow, scikit-learn.

Responsibilities

• Develop ML models to predict molecular properties from chemical structures.
• Create algorithms for generating ideas for new molecules.
• Build scalable infrastructure for model training, deployment, and monitoring.

Skills

Machine Learning Model Development

Python-Based ML Frameworks

Deep Learning Architectures

Collaboration with Chemists

Education

PhD preferred in Chemistry or related field

Graduate-level biology/biochemistry knowledge preferred

Tools

PyTorch

TensorFlow

Scikit-learn

Cloud Serving Infrastructure

Job description

Jobtailor seeks an experienced ML Scientist to build models predicting molecular properties from chemical structures and to develop novel algorithms for molecule generation. You will collaborate with chemists and software engineers to integrate models into the software platform.

The role involves building scalable infrastructure for model training, deployment, and monitoring, and engaging with scientific users to influence product direction and strategy.