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 to solve business problems in the healthcare 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 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)
- Strong mathematical foundation and theoretical grasp of the concepts underlying machine learning, optimization, etc
- 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
- 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
- Master's or PhD in a strongly quantitative field such as Computer Science, Statistics, Applied Mathematics, Physics, Operations Research, Bioinformatics, or Econometrics
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
Company H1B Sponsorship