Group Lead, Machine Learning

Company info

NewLimit is a biotechnology company working to radically extend human healthspan. We’re developing medicines to treat age-related diseases by reprogramming the epigenome, a new therapeutic mechanism to restore regenerative potential in aged and diseased cells. We leverage functional genomics, pooled perturbation screening, and machine learning models to unravel the biology of epigenetic aging and disease using experiments of unprecedented scale.

Description

NewLimit is recruiting a Machine Learning Group Lead to lead our Predictive Modeling team. Our team is developing models to predict the effect of epigenetic reprogramming perturbations on cell state & function in silico, powered by the world’s largest data corpus of reprogramming experiments. These models are an essential component of our Discovery Engine, allowing us to search efficiently through the massive space of epigenetic reprogramming hypotheses.

Your role will focus on improving these models & developing new methods to accelerate the pace of NewLimit’s therapeutic discoveries.

As the Group Leader of our Predictive Modeling team, you will:

• Lead, recruit, and manage a team of Machine Learning Scientists & Engineers
• Guide the development of algorithms & machine learning models to solve problems at the core of our business
• Develop in silico models of cell reprogramming atop a massive data corpus
• Collaborate with experimental scientists to test in silico predictions in the real worlds every month
• Plan roadmaps and manage budgets for the Predictive Modeling group.
• Contribute to company-wide decision making.
• Write code. Document APIs. Commit every week. At NewLimit, everyone contributes to the execution of our plans.

Requirements

• Experience performing research in machine learning — may be demonstrated through a Ph.D., or equivalent outcomes from industry experience
• Demonstrated history of solving problems in the natural sciences with machine learning — this might be demonstrated with public code repositories, scientific publications, or impressive blog posts
• Experience building robust software to enable reproducible experimentation
• Experience working alongside experimental scientists

Nice to have

• Experience recruiting & managing a technical team
• Experience contributing to cell and gene therapy products
• Experience with single cell genomics data, algorithms, and experimental design
• Familiarity with Bayesian optimization, out-of-distribution prediction models, and biological sequence modeling
• Experience with cloud computing, high performance computing, and general DevOps

Compensation for the role will depend on a number of factors, including a candidate’s qualifications, skills, competencies, and experience. NewLimit offers a competitive benefits package, which includes a 401k, healthcare coverage, and 20 days of PTO. Learn more at: https://www.newlimit.com/careers   *This compensation and benefits information is based on Company's good faith estimate as of the date of publication and may be modified in the future.