Full-Time
Machine Learning Scientist
Confirmed live in the last 24 hours
AI-driven drug discovery as a service
Senior
Cambridge, MA, USA + 1 more
- PhD in Computational Chemistry, Cheminformatics, Computer Science or a related technical field with 5+ years post-PhD experience in the pharmaceutical/biotechnology industry (or MS in one of these fields with 7+ years of related experience)
- Familiarity with modern deep learning architectures including CNN, RNN, Transformer, GCNN and MPNN, and machine learning paradigms such as generative models, GAN, and active learning
- Experience with deep learning platforms such as Pytorch, Tensorflow, or Keras
- Strong programming skills in Python and experience with data science stack including numpy, pandas, scikit-learn, and other related scientific libraries
- Ability to visualize and effectively convey results to multidisciplinary audiences
- Strong analytical and problem-solving skills
- Published research on deep learning methodologies and applications
- Excellent written and oral communication skills, including an ability to explain complex ideas to non-specialists
- Good understanding of machine learning and modern deep learning architectures and paradigms
- Development experience with big-data technologies, and orchestration tools familiarity with data science frameworks such as MLflow and Metaflow
- Strong programming skills in a modern language such as Python and Java
- Experience with structural-based modeling and molecular dynamics
- Experience applying QSAR and machine learning models to drug discovery
- Experience with small molecule chemistry toolkits like RDKit and OEChem
- Drive the research and development of innovative machine learning models for structure-based drug design
- Integrate machine learning methodologies into computational infrastructures and apply them to the rational design of therapeutics
- Work closely with a multidisciplinary team to advance ML/AI technologies at the core of computer-aided drug design
- Grow technical and leadership skills, and play a key role in delivering an innovative platform that will advance scientific research and discovery
TandemAI is a respected leader in the drug discovery sector, providing researchers with a cutting-edge platform that merges AI with physics-based tools alongside a robust super-computing infrastructure and extensive wet lab facilities. This unique integration enables a streamlined and efficient drug development process, making it an exemplary workplace for individuals passionate about leveraging technology to advance healthcare solutions. The company's commitment to democratizing next-generation computational aided drug design with tools like TandemViz™ 1.0 ensures continuous learning and innovation within a nourishing team environment.
Company Stage
Series A
Total Funding
$60M
Headquarters
New York, New York
Founded
2021