Machine Learning Research Scientist, Generative Biology

Output Biosciences is a biotech company focused on building the world's first biological reasoning model. The role involves developing advanced generative models for biological systems, creating AI systems that can generate novel biological data, and solving complex AI research problems.

Responsibilities:

• Join our team and help build the world's first biological reasoning model
• Work with us to build generative foundational models that decode biological systems across scales — from molecules to organisms
• Enable us to predict, understand, and program living systems in ways never before possible
• Develop advanced generative models that can synthesize and design biological systems at multiple scales
• Create the generative capabilities that turn insights into innovations
• Design and develop cutting-edge generative models specifically for biological data
• Create AI systems that can generate novel molecular structures, protein designs, cellular components, and biological pathways
• Design and implement state-of-the-art generative algorithms including diffusion models, language diffusion models, diffusion transformers, and flow matching approaches
• Train and scale innovative AI models using large, diverse biological multi-modal datasets across distributed GPU clusters
• Solve challenging AI research problems at scale, tackling key aspects such as model architecture and scaling, pre-training and fine-tuning strategies, and rigorous evaluation methods
• Explore and implement advanced generative AI architectures, including transformers, diffusion models, and autoencoders