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Decide on vegan-burger R&D investment

Capital OneData Scientist · Technical Screen

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This question evaluates quantitative business-case construction, including market sizing (TAM/SAM/SOM), unit economics and financial modeling, risk assessment and option valuation, plus experimental-design skills within the Analytics & Experimentation domain for a Data Scientist role.

Would you invest in R&D to develop the vegan burger now? Justify with a quantified business case: size-of-prize (TAM/SAM/SOM), expected contribution margin and fixed-cost recovery timeline, break-even time, risks (supply, ops, brand), and option value (learning and future line extensions). Propose a staged test-and-learn plan (MVP spec, pilot markets, KPIs, guardrails) and clear kill/scale criteria.