AI Scientist I (Healthcare)

Cambia Health Solutions is dedicated to creating a person-focused and economically sustainable health care system. They are seeking an AI Scientist I to design, develop, and implement data-driven solutions using advanced analytical tools in the healthcare payer domain.

Responsibilities

• Researches, designs, develops, and implements data-driven models and algorithms using generative AI, machine learning, deep learning, statistical, and other statistical modeling techniques
• Trains and tests models, and develops algorithms to solve business problems
• Adheres to standard best-practices and establishes principled experimental frameworks for developing data-driven models
• Develops models and performs experiments and analyses that are replicable by others
• Uses open-source packages and managed services when appropriate to facilitate model development
• Identifies, measures, analyzes, and visualizes drivers to explain model performance (e.g, feature importance, interpretability, bias and error analysis), both offline (in the development phase) and online (in production)
• Uses appropriate metrics and quantified outcomes to drive AI model and algorithm improvements

Skills

• Bachelor's degree (masters or PhD preferred) in a strongly quantitative field such as Computer Science, Statistics, Applied Mathematics, Physics, Operations Research, Bioinformatics, or Econometrics
• 0-3 years of related work experience
• Equivalent combination of education and experience
• Demonstrated knowledge of generative AI, machine learning and data science
• Ability to use well-understood techniques and existing patterns to build, analyze, deploy, and maintain models
• Effective in time and task management
• Able to develop productive working relationships with colleagues and business partners
• Strong interest in the healthcare industry
• Understanding of foundation models, transformer architectures, and techniques for working with large language models (LLMs)
• Experience with prompt engineering, fine-tuning approaches, and evaluation methods for generative models
• Strong mathematical foundation and theoretical grasp of the concepts underlying machine learning, optimization, etc
• Demonstrated understanding of how to structure simple machine learning pipelines (e.g, has prepared datasets, trained and tested models end-to-end)
• Strong foundation in data analysis
• Strong python programming skills
• Familiarity with standard data science packages
• Familiarity with standard software development best practices
• Strong SQL skills a plus
• Understanding of standard algorithms and data structures (ex. search and sort) and their analysis
• Hands-on experience training and testing AI models
• Solid mathematical understanding and computer science fundamentals
• Research and experiment design
• Visualization with data
• Answering questions with data

Benefits

• Medical, dental and vision coverage for employees and their eligible family members, including mental health benefits.
• Annual employer contribution to a health savings account.
• Generous paid time off varying by role and tenure in addition to 10 company-paid holidays.
• Market-leading retirement plan including a company match on employee 401(k) contributions, with a potential discretionary contribution based on company performance (no vesting period).
• Up to 12 weeks of paid parental time off (eligibility requires 12 months of continuous service with Cambia immediately preceding leave).
• Award-winning wellness programs that reward you for participation.
• Employee Assistance Fund for those in need.
• Commute and parking benefits.

Company Overview

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