Retrosynthesis Researcher, Machine Learning
Tasks
- Collaborate with synthetic chemists to experimentally validate predicted routes
- Contribute to scholarly publications and conference presentations
- Curate and manage reaction datasets for model training and validation
- Develop and implement AI ML models for retrosynthetic pathway prediction
- Integrate retrosynthesis tools with cheminformatics and molecular modeling software
- Predict reaction outcomes and optimize reaction conditions
Perks/Benefits
- 401k
- Dental insurance
- Flexible work schedule
- Health care
- Paid vacation
- Parental leave
- Pre-tax commuter benefits
- Vision insurance
Skills/Tech-stack
ASKCOS | AiZynthFinder | Attention Mechanism | Cheminformatics | Cloud Computing | Computer Aided Synthesis Planning | DFT | Dataset curation | Deep learning | Density Functional Theory | Geometric Deep Learning | Graph Neural Networks | Graph-based | Graph-based learning | High Performance | High-Performance Computing | IBM RXN | JAX | LiveDesign | Machine Learning | Neural Networks | Open Babel | Outcome Prediction | Performance Computing | Pistachio | PyTorch | Python | Quantum Chemistry | RDKit | Reaction Condition Prediction | Reaction Dataset Curation | Reaction Outcome Prediction | Reaction Yield Optimization | Reaction prediction | Reaxys | Retrosynthesis | Schrödinger Suite | Synthesis planning | TensorFlow | Transformer | USPTO | Yield Optimization
Education
Regions
Countries
States
Cities
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