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HR case interviews: attrition, workforce planning and org design

Updated 4 min readBy the MECE Editorial Team

Short answer

HR and people case interviews test whether you can solve workforce problems with the same rigor as business ones: why attrition rose, how many people to hire, how to design an organization, or how to structure pay. Break the problem down MECE, put numbers on it (the cost of turnover, the headcount gap), find the root cause and recommend targeted fixes.

Key takeaways

  • Split attrition into voluntary and involuntary, then segment by team, tenure and performance.
  • Build the cost of turnover from its parts: recruiting, training and lost productivity.
  • Workforce plans start from the work: demand, productivity, coverage and time off.
  • Org design follows strategy, then sets structure, spans and layers.

What types of HR case questions are there?

Case typeExample question
Attrition and retentionVoluntary turnover in our support centers rose from 15% to 22%. Why, and what should we do?
Workforce planningHow many nurses do we need to staff a new hospital unit?
Org designWe are reorganizing from regions to product lines. How should the structure look?
CompensationOur offer-acceptance rate fell. Is pay the problem?
Recruiting funnelTime to fill engineering roles doubled. Where is the bottleneck?
Change managementHow should we roll out a new return-to-office policy?

How do you diagnose rising employee attrition?

Why did annual attrition rise from 15% to 22%?

  • Voluntary exits

    • Pay below market
    • Manager and team
    • Career growth
    • Workload and flexibility
    • Other
  • Involuntary exits

    • Performance
    • Restructuring and layoffs
Then segment each branch by team, tenure, location and performance rating to see where it is concentrated.

Look for concentration. If the increase is mostly first-year employees in two sites under new managers, the cause is probably onboarding or management, not company-wide pay. Exit interviews help, but compare them with what the data shows, since people leaving often give the easiest reason.

How do you calculate the cost of employee turnover?

Build it from components rather than quoting a rule of thumb, since estimates vary widely by role. A fictional 2,000-person customer support organization, with illustrative costs:

Cost of the attrition increase
  1. Extra exits: 2,000 × (22% − 15%) = 140 more a year
  2. Cost per exit: recruiting $4,000 + training 6 weeks × $1,000 = $6,000 + lost productivity while ramping $5,000 = $15,000
  3. Annual cost of the increase: 140 × $15,000 = $2.1M

Now fixes have a budget. A $1,500 retention bonus for 600 at-risk employees costs $0.9M. If it prevents half the extra exits (70 × $15,000 = $1.05M saved), it roughly pays for itself, but fixing the underlying management or onboarding issue is the durable answer.

How do you answer a workforce planning question?

Nurses for a new 60-bed unit (illustrative)
  1. Patients: 60 beds × 85% occupancy = 51 patients
  2. Nurses per shift at 1 nurse to 4 patients: 51 ÷ 4 = 12.75, round up to 13
  3. Shifts: two 12-hour shifts a day × 7 days = 14 shifts a week → 13 × 14 = 182 nurse-shifts a week
  4. Full-time nurses at 3 shifts a week each: 182 ÷ 3 ≈ 61
  5. Add about 15% for vacation, sick days and training: 61 × 1.15 ≈ 70 full-time nurses

The staffing ratio here is illustrative: real ratios vary by type of unit, and some states set minimum ratios in law. In an interview, state the ratio as an assumption and show how the answer changes if it moves.

How do you approach an org design case?

  1. Start from strategy

    What must the organization be great at? Speed, cost, customer intimacy, innovation?

  2. Map the work

    Which activities, decisions and handoffs does that require?

  3. Choose the structure

    Functional, divisional (by product, customer or region) or matrix, each with clear trade-offs.

  4. Set spans and layers

    With 1,000 front-line employees, a span of 5 needs 200 first-line managers; a span of 8 needs 125.

  5. Plan the transition

    Roles, communication, and how to keep performance steady during the change.

How do you structure a compensation question?

Check three things. External competitiveness: where pay sits against market data for the role and location (for example the 50th or 75th percentile). Internal equity: whether similar roles are paid similarly. Pay mix: base, bonus, equity and benefits. Remember that several US states and cities now require pay ranges in job postings, so pay decisions are more visible to candidates and current employees than they used to be.

Which HR metrics should you know?

MetricDefinition
Attrition (turnover) rateExits in a period ÷ average headcount
Regretted attritionExits of employees the company wanted to keep ÷ average headcount
Time to fillDays from opening a role to an accepted offer
Offer-acceptance rateOffers accepted ÷ offers made
Span of controlDirect reports per manager
Revenue per employeeRevenue ÷ average headcount

Practice this with a live case

Reading builds recognition; solving builds skill. Each case below runs with MECE's AI interviewer, which answers your clarifying questions, pushes back and scores you out of 100.

Browse all 50 case interview examples and 50 market sizing questions.

Frequently asked questions

Do HR interviews include case studies?

Many HR business partner, people analytics and HR leadership interviews include a case or a scenario, such as an attrition spike, a reorganization or a hiring plan. They test structured thinking and business judgment, not just HR policy.

How do you calculate attrition rate?

Divide the number of employees who left during the period by the average headcount in that period. Report voluntary and involuntary exits separately.

What is a good span of control?

There is no single right number. It depends on how similar and routine the work is: wider spans suit standardized work, narrower spans suit complex or fast-changing work.

MECE (mece.in) is an AI practice platform for case interviews and business problem solving, named after the consulting principle Mutually Exclusive, Collectively Exhaustive. It is not affiliated with McKinsey or any other consulting firm. Companies in worked examples are fictional and their figures are illustrative.

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