Verana Health

Scientist

• Evaluate, fine-tune, deploy, and monitor pretrained language models for healthcare applications
• Drive research on language modeling with emphasis on scientific accuracy and explainability
• Present analysis results to multidisciplinary audiences using clear visualizations
• Establish best practices for data exploration, model development and deployment, and data/code/documentation management
• Support Qdata development through study plans, analyses, algorithm development, and publication writing
• Collaborate with Commercial, Product, Medical, and Engineering/Technology teams to translate clinical questions into analytics requirements
• Mentor team members and share machine learning and natural language processing best practices
• Work cross-functionally to deliver clinically meaningful machine learning systems supporting real-world evidence and clinical insights

Senior Quantitative Scientist, ML/LLM

• Lead hands-on development and implementation of robust, scalable analytic workflows using real-world, messy healthcare data
• Design, code, and execute high-quality analyses that power real-world evidence for commercial life science projects
• Establish best practices in code review, version control, reproducibility, GitHub, analytic workflows, and documentation
• Advise on the business impact of investments in scalable processes and infrastructure
• Drive and execute commercial retrospective studies using EHR data, including statistical analysis planning and algorithm development
• Collaborate with Commercial, Product, Medical, and Engineering teams to translate clinical questions into actionable analytic approaches
• Present and communicate findings to internal and external partners
• Contribute to a culture of learning and scientific rigor while improving methodological standards

Senior Quantitative Scientist, ML/LLM

Senior Quantitative Scientist, Implementation