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Machine Learning Informatics Engineer, Drug Discovery (emea) - Remote Eligible

Design software that integrates machine learning and computational chemistry to enhance drug discovery processes.
Remote
Mid-Level
3 weeks ago
SandboxAQ

SandboxAQ

SandboxAQ leverages the compound effects of AI and Quantum technologies (AQ) to solve hard challenges impacting society.

✨ About The Role

- The role involves designing and implementing software that utilizes informatics, machine learning, and computational chemistry to address drug discovery needs. - The successful candidate will contribute to research leveraging physics-based simulation, deep learning, and knowledge graphs for drug discovery applications. - Collaboration with an interdisciplinary team of scientists is essential to identify hits and optimize leads in ongoing drug discovery programs. - The position requires leveraging Bayesian optimization and active learning to enhance experimental designs and make data-driven decisions. - The candidate will also be responsible for translating research insights into maintainable software systems and contributing to the scientific community through publications and presentations.

âš¡ Requirements

- A PhD in chemistry, biology, computer science, or a related discipline is essential for this role. - The ideal candidate will have 1-5 years of relevant experience in informatics, machine learning, and computational chemistry applied to drug discovery. - Experience with cheminformatics and bioinformatics methods is crucial, including techniques like similarity searching and sequence alignment. - Proficiency in common Python toolkits for scientific computing and machine learning is required, demonstrating technical skills in tools such as NumPy, Pandas, and PyTorch. - A strong interest in solving scientific problems in chemistry and biology through computational methods is necessary for success in this position.
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Machine Learning Informatics Engineer, Drug Discovery (emea) - Remote Eligible
Remote
Software
About SandboxAQ
SandboxAQ leverages the compound effects of AI and Quantum technologies (AQ) to solve hard challenges impacting society.