Job description
Insilico Medicine is seeking a Machine Learning Researcher for molecular predictive models in Chemistry & Biology:
The candidate will
- Research new state-of-the-art predictive models
- Prototype existing or new ML predictive approaches
- Propose various solutions to improve the predictive performance of the models and the predictive pipeline
- Make experiments (i.e., build predictive models) with the provided dataset
Requirements
- Strong background in ML
- At least two years of experience in Python
- An ability to test hypotheses and prototype in a short time
- An ability to absorb a large amount of information from various sources
- Motivation to learn new things and apply creative solutions to improve drug discovery
- Proven track of scientific publications in machine learning for the last 1 year
- Experience in Numpy, Pandas, Pytorch, Scikit-Learn, Git, Linux, Bas
Desirable skills
- Background in DL
- Feature engineering
- Successful experience in machine learning competitions
- Be experienced in RDKit, CGRTools, ChemAxon
- Knowledge of Cheminformatics will be an advantage
Terms and conditions
- Fixed salary + annual bonus
- Voluntary health insurance program and language courses (English and Chinese) after the probation period
- Reimbursement of training programs, participation in conferences and webinars, course certificates
- Friendly team and warm environment
- Flexible working schedule
Please send your CV to [email protected]