Machine Learning Research Intern

Location: Emeryville, California, United States; Remote

Department: Machine Learning

The Machine Learning (ML) team at Profluent is looking for a creative and motivated intern to drive research into new technologies for protein design. This position offers an opportunity to leverage advances at the forefront of machine learning for language processing, geometric representation, and proteins. Interns will have broad exposure to the technologies across the platform, including cross-functional interactions with the wet lab and teams regularly deploying new models and algorithms towards specific protein design goals.

Responsibilities

• Contribute to ML research advancing the state-of-the-art in deep learning for protein sequence, structure, and function and its application to protein design
• Work with a research mentor and the broader ML team to advance a summer research project for peer-reviewed publication or internal deployment
• Analyze, interpret, and organize results and present progress to colleagues in regular research meetings

Qualifications

• Current PhD Student (or equivalent industry experience) in Applied Math, Computer Science, Computational Biology, Machine Learning, Natural Language Processing, Statistics, or a related field
• Experience with conceiving of, implementing, and developing novel machine learning methodology
• Experience with modern deep learning frameworks such as Pytorch or Jax

Preferences (but not required)

• Publications at major machine learning conferences (NeurIPS, ICML, ICLR) or scientific journals (Nature, Science, Nature Biotech, Nature Methods, PNAS)
• Familiarity with foundational biology of proteins and nucleic acids
• Experience developing machine learning models for proteins (language models, structure prediction, design)

What We Offer

• Work on moonshot projects at the frontier of AI and biology
• Mentorship from leading experts in bioinformatics, machine learning, and synthetic biology
• A dynamic, mission-driven environment with the resources of a fast-growing, well-funded startup
• Competitive internship compensation and benefits

Profluent Bio, Inc is an equal opportunity employer promoting diversity and inclusion in the workspace. We do not discriminate on the basis of race, color, religion, marital status, age, national origin, ancestry, physical or mental disability, medical conditions, veteran status, sexual orientation, gender (including gender identity and gender expression), sex (which includes pregnancy, childbirth, and breastfeeding), genetic information, taking or requesting statutorily protected leave, or any other basis protected by law.