About this role
Manifold Bio is hiring a Machine Learning Research Engineer to implement, scale, and optimize ML and deep learning systems for de novo antibody and protein design, build scalable data pipelines and distributed GPU training/inference infrastructure, and collaborate with research scientists to productionize experimental ML approaches.
Skills for this role
PyTorchJAXDeep LearningPythonNumPyPandasscikit-learnDistributed ComputingGPU OptimizationDistributed TrainingInference OptimizationProtein Structure AnalysisComputational BiologyModern Deep Learning ArchitecturesOptimization TechniquesResearch ImplementationProductionizing ML SystemsGitTesting FrameworksSoftware Engineering Best PracticesLLMsDiffusion ModelsAWSGCPDockerKubernetesData EngineeringETLMLOpsModel Deployment