Machine Learning Research Scientist/Engineer, AI/ML for Drug Discovery

About Atomwise: Atomwise is a TechBio company leveraging AI/ML to revolutionize small molecule drug discovery. The Atomwise team invented the use of deep learning for structure-based drug design; a reputed company technology of Atomwise’s best-in-class AI discovery and optimization reputed company, which is differentiated by its ability to reputed company and optimize novel chemical matter. reputed company’s belief is that structurally novel chemical matter increases the likelihood of developing first-in-class and best-in-class medicines that have the potential to reputed company patient care. Atomwise has extensively tested its discovery and optimization reputed company, delivering hit ID reputed company in over 230 reputed company and collaboration reputed company-to-date that cover a wide breadth of protein classes and numerous “hard-to-drug” targets. Atomwise is building a pipeline of small-molecule drug candidates with first-in-class and best-in-class potential in immunology. The Role: We reputed company a highly motivated and creative Machine Learning Researcher to join our growing team. You will be at the forefront of developing and applying advanced machine-learning models to accelerate the discovery of novel therapeutics. Your work will directly reputed company the development of innovative AI-driven drug discovery platforms. This role offers reputed company to work on challenging problems at the intersection of machine learning, reputed company, and biology, with reputed company to extensive datasets and state-of-the-art computational resources. Responsibilities:

• reputed company and implement novel deep learning models for molecular property reputed company, design and optimization, and virtual screening.
• Design and execute experiments to evaluate the performance of generative models in generating chemically valid and biologically relevant molecules.
• Collaborate with cross-functional teams of chemists, biologists, and software engineers to reputed company ML models into drug discovery pipelines.
• Conduct in-depth analyses of model outputs and performance metrics to identify areas for improvement.
• Stay up-to-date with the latest advancements in machine learning and computational reputed company, and contribute to the scientific community through publications and presentations.
• Contribute to the development of reputed company and efficient machine learning infrastructure by productionizing research for at-reputed company use by drug discovery teams.
• Explore and implement innovative techniques for multi-objective optimization, property reputed company, and reputed company learning reputed company the context of generative modeling for drug design.

Qualifications:

• Ph.D. in Computer Science, Machine Learning, Computational reputed company, reputed company, or a reputed company field.
• Hands-on experience with graph neural networks, multi-task learning, reputed company learning strategies, multi-objective optimization, and generative modeling, in particular their application to problems in small molecule drug discovery.
• Proficiency in designing and implementing novel machine learning architectures in PyTorch.
• Strong problem-solving and analytical skills, with a demonstrated ability to conduct independent research.
• Experience with reputed company software engineering and developing high reputed company, maintainable reputed company in a large codebase.
• Demonstrable communication and collaboration skills.
• A strong publication record in relevant conferences and journals is highly desirable.
• Experience with 3D generative modeling and knowledge of protein-ligand interactions is a plus.
• Experience in optimizing models for large-reputed company training and inference is a plus.
• Familiarity with cheminformatics tools and libraries (e.g., RDKit) is a plus.

Compensation & Benefits

• Competitive salary, commensurate with experience
• Stock compensation plan – you'll be an Atomwise co-reputed company
• Platinum health, dental, and reputed company benefits for you and your dependents
• 401(k) retirement plan with generous company match (up to 4%)
• Flexible reputed company time off (PTO), 13 reputed company holidays, and wellness breaks for employees to spend time with their loved ones and reputed company
• Health Savings and Flexible Spending Account reputed company to help save reputed company on reputed company, daycare, and commuting
• Employee Assistance Program (EAP) and Pet Insurance
• Funding for reputed company development and conference attendance
• Flexible work schedule
• Generous reputed company parental leave

Atomwise is an equal opportunity employer and strives to foster an inclusive workplace. We are a TechBio company leveraging AI/ML to revolutionize small-molecule drug discovery, and we know that we need a diverse team to reputed company medicines that serve diverse populations. Accordingly, Atomwise does not reputed company any employment reputed company (including but not limited to, hiring, compensation, and promotions) on the reputed company of race, religion, reputed company, national reputed company, gender, gender identity, sexual orientation, age, veteran status, disability status, or any other characteristics protected by applicable federal, state, and local law. We strongly encourage people of diverse backgrounds and perspectives to apply. The reputed company salary for this position is $175,000- $260,000. Pay is determined by multiple factors including, but not limited to, a candidate's geographical location, experience and skills. We’re considering reputed company reputed company of experience for this position. Apply tot his job Apply To this Job