Enterprise Data Scientist

November 26

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VCU Health

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Cardiology • Cancer Care • Pediatrics • Transplant • nursing

10,000+

Description

• Develop the AI/ML strategy and roadmap driving organizational AI maturity to transformational state. • Develop and own Responsible and Ethical AI guidelines for all embedded and custom developed models across the organization. • Lead data science initiatives developing, deploying and maintaining predictive and prescriptive solutions using AI/ML and other advanced analytics modeling techniques. • Develop and lead MLOps model life cycle management practice. • Work with structured, semi-structured and unstructured clinical data to develop NLP/GenAI/LLM based tools and solutions for clinicians advancing patient care. • Develop procedures and tools to audit and analyze model’s performance and accuracy. • Collaborate with clinicians, researchers and other stakeholders to understand domain-specific requirements and translate them into computational solutions. • Develop AI/ML based automation solutions that optimize business workflows and processes. • Stay updated with the latest advancements in deep learning neural networks techniques and technologies to ensure the models developed are state-of-the-art. • Design and maintain a curriculum for coaching and training current and prospective end users to better understand how these tools can enhance business decision making capabilities. • Mentoring and Training other Data Science team members on best practices and technologies.

Requirements

• 7+ years’ experience in Machine Learning/Artificial Intelligence tools and technologies required. • 7+ years’ experience in Python or R and SQL required. • 5+ years’ experience in Healthcare environment • Experience working with unstructured data and big data is required. • Experience working with one of the opensource ML libraries/frameworks -PyTorch/TensorFlow/Keras/Numpy required. • Experience with Foundation models, fine-tuning or RAG required. • Knowledge of Data Management, BI, Data Warehousing, ETL and Data Governance concepts preferred. • Experience working with Cloud technologies such as AWS/Azure/GCP required.

Benefits

• One college and four health sciences schools • An academic medical center • A Level I trauma center • One of only two NCI-designated cancer centers in Virginia • The region’s only full-service children’s hospital • More than 800 physicians in 200 specialties