Role guides
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 type | Example question |
|---|---|
| Attrition and retention | Voluntary turnover in our support centers rose from 15% to 22%. Why, and what should we do? |
| Workforce planning | How many nurses do we need to staff a new hospital unit? |
| Org design | We are reorganizing from regions to product lines. How should the structure look? |
| Compensation | Our offer-acceptance rate fell. Is pay the problem? |
| Recruiting funnel | Time to fill engineering roles doubled. Where is the bottleneck? |
| Change management | How 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
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:
- Extra exits: 2,000 × (22% − 15%) = 140 more a year
- Cost per exit: recruiting $4,000 + training 6 weeks × $1,000 = $6,000 + lost productivity while ramping $5,000 = $15,000
- 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?
- Patients: 60 beds × 85% occupancy = 51 patients
- Nurses per shift at 1 nurse to 4 patients: 51 ÷ 4 = 12.75, round up to 13
- Shifts: two 12-hour shifts a day × 7 days = 14 shifts a week → 13 × 14 = 182 nurse-shifts a week
- Full-time nurses at 3 shifts a week each: 182 ÷ 3 ≈ 61
- 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?
Start from strategy
What must the organization be great at? Speed, cost, customer intimacy, innovation?
Map the work
Which activities, decisions and handoffs does that require?
Choose the structure
Functional, divisional (by product, customer or region) or matrix, each with clear trade-offs.
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.
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?
| Metric | Definition |
|---|---|
| Attrition (turnover) rate | Exits in a period ÷ average headcount |
| Regretted attrition | Exits of employees the company wanted to keep ÷ average headcount |
| Time to fill | Days from opening a role to an accepted offer |
| Offer-acceptance rate | Offers accepted ÷ offers made |
| Span of control | Direct reports per manager |
| Revenue per employee | Revenue ÷ 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.
M&A / private equity · B2B software · easy
Should an HR software company buy a smaller rival? Practice liveOperations · Banking · easy
A bank's call center has long hold times Practice liveCost reduction · Insurance · medium
An auto and home insurer must cut operating costs by 15% Practice live
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.
Keep learning
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- Role guidesStrategy and operations (BizOps) interviews: cases and how to prepareRead the guide
- FoundationsIssue trees: how to break down any business problemRead the guide
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.