Onemain financial Analytics & Experimentation Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Determine Optimal Marketing Budget Allocation for Maximum Profit
Budget Allocation Across Acquisition Channels Context You are given an Excel sheet with per-channel performance metrics for three acquisition channels...
Calculate Profit-Maximizing Price and Validate with Additional Data
Profit-Maximizing Price with Fixed/Variable Costs and a Price–Demand Curve Context You sell a single software product at one price P. You are given: -...
Optimize Credit-Card Strategy: Pricing, Limits, and Target Segments
Credit-Card Business Optimization Case Context You are evaluating a new credit-card product. You have (or will estimate) per-segment cost, revenue, an...
Maximize credit card portfolio profit
Credit Card Approval and Profit Optimization (12‑month horizon) Context You receive 10,000 credit card applications per month. Applicants are grouped ...
Optimize SaaS pricing and profit
SaaS Pricing: Linear Demand, Capacity Constraint, and Subscription Churn Context: You are pricing a single-seat SaaS product (one seat per customer pe...
Calculate Break-even for New Credit Card Product Launch
Break-Even for a Credit Card with Annual Fee, Interchange, and Cashback Context You are evaluating a new credit-card product. Revenue comes from: - An...
Calculate Break-Even Point and Profit Impact Analysis
Break-even and Profit Sensitivity for a Restaurant Context A restaurant has fixed monthly costs (rent, salaries) and a variable cost per customer (foo...
Determine Channel Performance with Additional Metrics Needed
Compute Expected Purchases and Revenue by Channel Context A company sells a product through three channels: online, phone, and email. For each channel...