Product design question
Create a product that helps solve problems for hiring of entry level candidates in the Sales & Operations team.
- Product design
- Medium
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What this question tests
Product design for an internal or B2B hiring tool targeting a specific, high-volume, high-turnover role category.
How to approach it
- Clarify the context: likely an internal hiring tool or a B2B product for companies hiring entry-level sales and operations staff at volume.
- Segment users: hiring managers needing fast, reliable screening, and candidates applying to many similar roles who want a low-friction process.
- Identify the pain point: these roles have high application volume and high early turnover, making resume screening slow and a poor predictor of success.
- Prioritize a faster, more predictive screening method over resume review, since volume and turnover make efficiency the biggest lever.
- Design the solution: a short structured work-sample assessment, a mock sales call or scenario-based ops task, replacing resume screening as the first filter.
- Define success: time-to-hire reduction and 90-day retention rate of hires made through the new process versus the old process.
What a strong answer includes
- Correctly identifies the real problem for this role category, high volume and high early turnover, not just slow hiring.
- Proposes a work-sample assessment specifically suited to sales and ops skills, more predictive than resume screening.
- Uses 90-day retention as the success metric, directly targeting the known early-turnover problem.
- Balances candidate experience with hiring manager needs for a faster, more predictive signal.
Common mistakes
- Designing a generic applicant tracking tool with no attention to this role's high-turnover problem.
- Not proposing anything more predictive than a resume review.
- Ignoring candidate experience for a high-volume applicant pool.
Likely follow-up questions
- How would you validate the work-sample assessment actually predicts on-the-job success?
- How would you scale this assessment process for high applicant volume?
- How would you make this equitable across candidates from different backgrounds?
More product design questions
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- How would you go about designing a new location sharing app for Google?Google · Product design · Medium
- How do you design an app for on-demand beauty services?Product design · Medium
Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop