Research Scientist - Chemical Agentic AI

The role

This person will research and develop LLM-based agent systems for molecular and scientific discovery automation. They will design workflows that integrate and optimize scientific tools like molecular property prediction and retrosynthesis.

What you will do

• Research and develop LLM-based agent systems for molecular/scientific discovery automation
• Design workflows for integrating, planning, orchestrating, and optimizing scientific tools
• Build AutoML systems including data extraction from scientific literature, preprocessing, and ML model training, evaluation, and automatic finetuning

Required qualifications

• Master's or PhD degree in a related field
• Experience in Deep Learning/Machine Learning algorithm research/development
• Major in Computer Science, Computational Science, Electronic Engineering, Industrial Engineering, Mechanical Engineering, Chemical Engineering, Materials Engineering, Biotechnology, Physics, Chemistry

Nice to have

• Experience using Deep Learning/Machine Learning
• Ability to use Machine Learning Frameworks such as PyTorch
• Experience in designing/implementing new ML/DL Architecture and algorithms/methodologies

Before you apply

• LG AI Research is not a military service designated company, so recruitment of technical research personnel (전문연구요원) and transfers is not possible
• The selection process includes document screening, coding test, LG Way Fit Test, 1st technical interview, and final interview

About the company

Materials Intelligence Lab innovates research in chemistry and materials using the latest AI technology. They build platforms to accelerate material development research and establish open collaboration systems with LG affiliates and global institutions.