MCG Health
We lead the healthcare community to deliver patient-focused care.
Healthcare Consulting • Clinical Decision Support • Clinical admission criteria • care pathways • clinical criteria
201 - 500
Lead Data Scientist
July 17
🏡 Remote – Anywhere in California
MCG Health
We lead the healthcare community to deliver patient-focused care.
Healthcare Consulting • Clinical Decision Support • Clinical admission criteria • care pathways • clinical criteria
201 - 500
Description
• Staff Data Scientist to assist in creating state of the art machine learning solutions that improve the efficiency of clinical documentation • Work with Python, Flyte, Kubernetes, Databricks, and OpanAI among others • Utilize AzureML for Pytorch training • Develop and test novel LLM based systems • Stay informed on new methods for evaluating generative models and other deep learning techniques • Translate product functionality into machine learning tasks for data scientists and ML engineers • Lead and establish best practices for research activities • Provide technical and project leadership for other data scientists •Engage in occasional travel for company-sponsored events
Requirements
• 8 years of experience in Data Science or Machine Learning Engineering • Expert level Python: able to write reliable, extensible code • Demonstrated experience translating high level requirements into models in production • Deep experience with Natural Language Processing (NLP) • Knowledge of deep learning fundamentals and experience finetuning various foundation/backbone models for new tasks • Experience using pretrained LLM’s for zero or few-shot learning tasks • Experience generating visualizations for evaluation of complex systems • Scientific mindset and ability to run experiments to guide model selection and hyperparameter search
Benefits
• Remote work • Medical, dental, vision, life, and disability insurance • 401K retirement plan; flexible spending and health savings account • 15 days of paid time off + additional front-loaded personal days • 14 company-recognized holidays + paid volunteer days • 8 weeks of paid parental leave + 10 weeks of paid bonding leave • LGBTQ+ Health Services • Pet insurance
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