Full-Time
Posted on 11/7/2025
ML-guided antibody discovery and engineering
No salary listed
San Mateo, CA, USA
In Person
BigHat Biosciences designs and develops antibody therapies by combining machine learning with synthetic biology. Its Milliner platform integrates a wet-lab workflow with AI to discover, engineer, and fully characterize hundreds of recombinant antibodies each week, enabling rapid development of safer and more effective treatments for hard-to-treat diseases such as certain infections and cancers. Unlike traditional antibody discovery, Milliner provides end-to-end screening, purification, and characterization in a high-throughput, weekly workflow, speeding up the path from concept to candidate. The company differentiates itself through its integrated platform that couples ML-driven design with synthetic biology experimentation, a focus on challenging diseases, and a culture that emphasizes work-life balance. Its goal is to deliver faster, safer antibody therapies to patients by expanding access to rapid discovery and engineering capabilities for healthcare providers and patients alike.
Company Size
51-200
Company Stage
Series B
Total Funding
$99.3M
Headquarters
San Carlos, California
Founded
2019
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Professional Development Budget
BigHat Biosciences raised $124 million in Series B funding led by S32 on April 28, 2025, with a pre-money valuation of $180 million. Participants included Amgen, Bristol-Myers Squibb, Quadrille Capital, Gaingels, GRIDS Capital, Axial, Quain Investments, Andreessen Horowitz, 8VC, AME Cloud Ventures, and Kevin Moore.
Co-founder Mark DePristo has stepped down as CEO of Bighat Biosciences Inc. and is succeeded by fellow co-founder Peyton Greenside, who was president and CSO.
The Danish company Adcendo and Chinese company Multitude Therapeutics entered into a $1 billion deal to develop ADCs for the treatment of cancer; and in August, the FDA lifted a partial hold on a Phase 1 trial evaluating an ADC candidate developed by MediLink Therapeutics and BioNTech for the treatment of advanced or metastatic non-small cell lung cancer and breast cancer.
BigHat obtains access to Synaffix's site-specific ADC technology platform, and plans to combine Synaffix technology with its advanced ML antibody design platform to develop a new ADC pipeline
Similarly, AbbVie is collaborating with BigHat Biosciences to develop next-generation antibody therapeutics using the Milliner platform, focusing on oncology and neuroscience.