Machine Learning Intern, Summer 2023 (Remote)
Machine Learning Intern, Summer 2023 (Remote)
BigHat Biosciences
San Mateo, CA
Job ID : 2f6f6942476b2f3858505a545554637937773d3d
Job Description :
Key Responsibilities
- Development of novel biologically-informed, data-efficient predictive ML/DL models of protein properties
- Multi-objective / multi-task model building, spanning divergent dataset sizes and experimental modalities
- Development of improved featurization approaches, for example leveraging LLMs, to better model and optimize antibodies
- Design and testing of Bayesian optimization/active learning approaches
- ML driven optimization of wetlab processes
- Incorporating protein structural knowledge into the antibody engineering pipeline
- Working closely with structural biologists and antibody engineers to incorporate biological knowledge into models and derive such insights from models as appropriate
- Tackling tough technical challenges with guidance and mentorship from experienced experts in the field
About You
- Hands-on machine learning and software engineering experience
- Experience in Python and PyTorch is a must, demonstrated ability to design and implement novel deep learning / machine learning models beyond using existing packages
- Conversant biological domain knowledge, an eagerness to acquire more
- Experience in Bayesian optimization and/or active learning, computational biology, and protein modeling are a plus, as is greater experience from pursuing an advanced degree (MS/PhD)
- Excellent communication skills
About BigHat Biosciences
BigHat integrates a wet lab for high-speed characterization with machine learning technologies to guide the search for better antibodies. We apply these design capabilities to develop new generations of safer and more effective treatments for patients suffering from today’s most challenging diseases.
BigHat is a Series B biotech outside San Francisco with a team-oriented, inclusive, and family-friendly culture. Our broad pipeline of wholly-owned and partnered therapeutic programs span many disparate indications with high unmet need, such as cancer, inflammation, and infectious disease. BigHat has raised >$100M from top investors, including Section 32, a16z, and 8VC.
Apply Now
Company Details :
Name : BigHat Biosciences
CEO : Mark DePristo
Headquarter : San Mateo, CA
Revenue : Unknown / Non-Applicable
Size : 1 to 50 Employees
Type : Company - Private
Primary Industry : Biotech & Pharmaceuticals
Sector Name : Pharmaceutical & Biotechnology
Year Founded : 2019
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Details
: San Mateo, CA
: 60621 - 98565 USD ANNUAL
: Today
