Staff Data Scientist

The role

The Staff Data Scientist will design and own an end-to-end data framework for Unit Economics. This role connects customer acquisition, product lifecycles, healthcare reimbursement, and operational costs to influence marketing spend, pricing, and profitability.

What you will do

• Develop lifetime value models accounting for healthcare reimbursement volatility and time value of money
• Build models to predict actual reimbursement rates across insurance and self-pay tracks
• Establish frameworks incorporating operational realities like clinician licensing costs and wage ranges
• Optimize basket composition and cross-sell dynamics between supplement lines and clinical services
• Build advanced attribution models to quantify interplay between product lines
• Design and analyze pricing experiments for supplement products
• Utilize LTV and margin frameworks to influence marketing decision curves
• Build uplift models to identify customers for specific interventions
• Build stochastic macro-simulations to stress-test the business model

Required qualifications

• Mastery of predictive modeling and Causal Inference techniques
• Experience building, deploying, and maintaining production-grade machine learning models
• Expertise in model evaluation methodologies, backtesting, and validation
• Track record building attribution models and handling survival analysis
• Advanced proficiency in Python
• Expert-level SQL
• Experience structuring systemic business simulations or stochastic modeling
• Mastery of Large Language Models (LLMs) and generative AI tools
• 8+ years of experience delivering high-impact data science solutions
• Master’s or PhD in Economics, Econometrics, Applied Statistics, or a related quantitative discipline

Nice to have

• Background in Marketplaces, Healthcare operations, or D2C subscription businesses

Benefits

• Competitive base salary
• Equity
• Benefits

Before you apply

• Midi is unable to provide visa sponsorship
• Candidates must be authorized to work in the U.S. without current or future sponsorship needs

About the company

Midi Health is an Equal Opportunity Employer.