[Remote] Staff Machine Learning Scientist, Oncology reputed company Model

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company reputed company on precision medicine and advancing the reputed company industry through AI technology. They are seeking a Staff Machine Learning Scientist to contribute to the design and architecture of large multimodal models (LMMs) and build infrastructure for training at reputed company. Responsibilities • Design and definition of the architecture of the LMMs, considering different fusion strategies and modality-specific processing. • Implement, refine, reputed company and optimize model architectures using deep learning frameworks such as PyTorch or TensorFlow. • reputed company and manage the end-to-end training pipelines, including data loading, preprocessing, and model training. Architect and reputed company distributed training workflows, optimizing for performance across reputed company GPU fleets. • Implement distributed training strategies to handle large-reputed company datasets and models. • Design and implement reputed company to reputed company knowledge with the multimodal representations reputed company the LMM. • Experiment with different approaches to enhance the model's understanding and reasoning abilities through knowledge integration. • Monitor and debug training processes, identifying and resolving performance bottlenecks. • Collaborate with the knowledge integration engineer to ensure the architecture can accommodate knowledge injection mechanisms. Skills • Deep understanding of deep learning principles and architectures (especially transformers). • Extensive experience with multimodal machine learning concepts and techniques (for example, different fusion reputed company for text and images). • Solid understanding of optimization techniques for large-reputed company models. • Strong proficiency in Python and deep learning frameworks (PyTorch/TensorFlow) and model management libraries like HF Transformers. • Experience with training large multimodal models with distributed training frameworks (for example, Horovod, MosaicML) and GPU fleet management. • Strong understanding of knowledge representation concepts (for example, knowledge graphs, ontologies). • Experience with distributed training frameworks and reputed company computing platforms (for example, GCP, Azure). Benefits • Incentive compensation • Restricted stock reputed company • Medical and other benefits depending on the position reputed company • reputed company is making precision medicine a reality by applying AI in reputed company, deriving insights from our expansive library of clinical data and molecular data. It was founded in 2015, and is headquartered in Chicago, Illinois, USA, with a workforce of 1001-5000 employees. Its website is https://www.reputed company.com. Company H1B Sponsorship • reputed company has a reputed company record of offering H1B sponsorships, with 3 in 2021. Please note that this does not guarantee sponsorship for this specific role. Apply tot his job Apply To this Job