Menten AI
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About
Menten AI is a company that uses generative AI for peptide drug design. Their platform combines physics-based design with machine learning to overcome limitations in traditional drug design. They design peptide macrocycles and peptide drug conjugates, aiming to create new drugs for currently undruggable targets. The platform has been validated in preclinical discovery and has shown drug-like properties and in vivo efficacy. Menten AI is backed by top-tier VCs and offers a remote-first work environment with various benefits.
Platform
Task
Features
• generative ai
• machine learning
• molecular modeling
• physics-based design
• peptide drug design
Job Opportunities
Machine Learning, Senior Engineer - Remote
Menten AI uses generative AI to design peptide-based drugs, overcoming limitations in traditional drug design by combining physics-based modeling and machine learning.
Benefits:
Work from anywhere
Co-working space allowance
Medical, dental and vision insurance
Unlimited Paid Time Off (PTO)
Wellness & Fitness Allowance
Education Requirements:
PhD or MSc
Experience Requirements:
5+ years of relevant experience in machine learning methods
Experience with one or more machine learning software packages (e.g. TensorFlow, PyTorch, etc)
Proficiency in scripting languages e.g. C++, Python, R, etc.
Experience with cloud or high-performance computing (e.g. AWS, GCP)
Excellent written and oral communication skills
Other Requirements:
Experience with data science tools such as Git, Docker
Experience or interest in graph convolutional networks
Expertise or interest in bioinformatics, computational biology, computational chemistry
Experience modeling protein-protein interactions, or protein folding
Responsibilities:
Work with the executive team to develop, lead, and execute the short and long-term machine learning strategy and roadmap
Design and implement machine learning models and algorithms for protein design
Work with the CEO to create, communicate, and implement the organization's machine learning vision, mission, and overall direction
Supervise 1-3 junior computer scientists in development of protein-design applications
Develop and maintain a deep knowledge of machine learning and computational approaches in drug discovery
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