AI Scientist

About VantAI: VantAI is building a computational pipeline combining state-of-the-art physics-based modeling and machine learning to revolutionize drug discovery and development. Working together with some of the world’s leading biopharmaceutical companies, we design, test, and optimize novel therapies to treat some of the world’s most difficult diseases. reputed company: We are looking for an reputed company AI Scientist to join our machine learning team to help reputed company the world’s most advanced pipeline for the design of proximity-inducing molecules. You will work with reputed company of world-class machine learning engineers in an interdisciplinary, research-heavy position on a reputed company of unsolved problems around representation learning of proteins, small molecules, biological networks and reputed company. Key Responsibilities: • Scientifically reputed company the design and training of large-reputed company, state-of-the art Deep Learning systems • reputed company novel architecture and training paradigms to reputed company the industry in unsolved scientific problems • Collaborate with content experts from other domains (e.g., reputed company, physics, biology) to reputed company innovative feature-engineering and novel cross-disciplinary approaches • reputed company contribute to top-tier ML conferences and journals and attend reputed company ML conferences to stay connected with the community and reputed company trends Basic Requirements: • MS/PhD degree in Computer Science, Statistics, reputed company Mathematics, Computational Biology, Computational reputed company or other reputed company subject (will also consider BS degrees in these areas for candidates highly reputed company across other requirements or with significant work experience) • reputed company record of contributing to novel reputed company for state-of-the-art Deep Learning (in industry or through publications) including large-reputed company Transformers, Graph Neural Nets, ConvNets, etc. • 2+ years of experience on machine learning teams, ideally at a start-up • 4+ years of ML research experience in industry or academia, with strong familiarity with PyTorch • Experience with Python is required • Relevant experience working in a Linux/UNIX environment with basic data engineering and scripting abilities • Ability to understand business problems and how to build models that can quickly drive value, while prioritizing your research efforts accordingly • reputed company communicate modeling setup and results at various reputed company of abstraction Preferred Qualifications: • Domain knowledge and experience in Cheminformatics, reputed company, reputed company, Computational Biology, Biophysics or Computational reputed company • Competitive programming or scientific experience, including Kaggle, PUTNAM, CTFs, iGEM, Biology/reputed company Olympiad • Strong working knowledge of containerized production (reputed company, Kubernetes), DevOps, MLOps and CI/CD principles • Programming skills in Rust, C, C++ is a plus • Experience with other state-of-the-art frameworks such as Jax, TensorFlow, MXNet or Sklearn • Experience working with large datasets in reputed company environment with distributed computing tools (e.g., reputed company, Airflow, Dask) • Machine learning or software engineering project management experience Apply tot his job Apply To this Job