Capital One·Data Scientist·Technical Phone Screen
- Given a fixed-price project with a hard deadline, compute completion time and total profit for two project options using only your current engineering staff, both with and without overtime. State your assumptions about how overtime is allocated.
- If you bring in one contractor starting a week into the project, how does that change completion time and total profit for each project option? Factor in onboarding at reduced productivity and the agency fee.
- Which project and staffing combination maximizes expected profit while also guaranteeing at least a 95% buffer against a plus or minus 10% swing in productivity?
- Derive the break-even pay-per-line rate for Project B at which it becomes more profitable than Project A under the best staffing plan you identified.
- How does total profit change across both projects as the rework rate varies from 0% to 15%? Provide the formula and a numeric recommendation.
“This took me way longer than it should have.”