userBuilding Headcount Forecasts

Creating and managing headcount forecasts

Building Headcount Forecasts

Building a headcount forecast means creating a Scenario with planned changes, then viewing that Scenario in Forecast mode to see projections over time.

Key principle — Forecasts are views of your data, not separate documents. You build forecasts by creating Scenarios with planned changes, using hire and effective dates to phase changes over time, then viewing those Scenarios in Forecast mode.

What you need:

  • A Scenario (or use Main Org for a current state forecast)

  • Positions with hire dates for future headcount

  • Termination dates if modeling attrition

  • Effective dates for phased organizational changes

Method 1: Forecast Current State

Use for: Reporting current workforce size and cost — no scenario needed.

  1. Go to Main Org > Forecast

  2. Aggregator: choose Department, Location, or desired dimension

  3. Toggle: Headcount

  4. Time period: Yearly, Quarterly, or Monthly

  5. Export or analyze

What you'll see: Current headcount distributed across your chosen aggregation, projected forward. Headcount persists unless termination dates exist.

Method 2: Forecast with Hire Dates (Phased Hiring Plan)

Use for: Planning staggered hiring across quarters.

Step 1: Create a scenario

  1. Click Create Scenario

  2. Name it descriptively (e.g., "2026 Engineering Hiring Plan")

  3. Select scenario type (usually Full Org)

  4. Click Create

Step 2: Add positions with hire dates

  1. Navigate to the department where you'll add positions

  2. Click + Add Position or use bulk add

  3. Fill in position details: Title, Department, Manager, Salary

  4. Set the Hire Date — this is required for the position to appear in Forecast

Set hire dates based on your hiring timeline:

  • Q1 hires: January, February, or March

  • Q2 hires: April, May, or June

  • Q3 hires: July, August, or September

  • Q4 hires: October, November, or December

Example:

  • 3 Software Engineers — hire date: March 15, 2026

  • 2 Product Managers — hire date: June 1, 2026

  • 5 Sales Reps — hire date: September 1, 2026

Step 3: View in Forecast

  1. Stay in your scenario > click Forecast

  2. Aggregator: Department

  3. Toggle: Headcount

  4. Time period: Quarterly, Year: 2026

  5. View: Show After

What you'll see:

  • Q1 2026: Current headcount + 3 (March hires)

  • Q2 2026: Previous + 2 (June hires)

  • Q3 2026: Previous + 5 (September hires)

  • Q4 2026: Same as Q3 (no new hires)

Step 4: Analyze cost impact

  1. Toggle to Cost

  2. Monetary fields: select Salary (or add Bonus, etc.)

What you'll see: Total salary cost increases as new hires join.

Method 3: Forecast with Effective Dates (Organizational Changes Over Time)

Use for: Modeling a reorganization or departmental transfer happening in the future.

Step 1: Make organizational changes

  1. In a scenario, select positions to move (e.g., 5 people from Network Ops to Operations & Logistics)

  2. Change their department field to the new department

  3. Assign an effective date to all changes (e.g., January 1, 2027)

Step 2: View in Forecast

  1. Click Forecast > Aggregator: Department

  2. Toggle: Headcount or Cost

  3. Time period: Quarterly or Yearly; select years spanning the effective date

What you'll see:

  • Through Q4 2026: People remain in Network Ops

  • Starting Q1 2027: People appear in Operations & Logistics

  • Show Changes view: -5 Network Ops, +5 Operations & Logistics starting Q1 2027

Method 4: Model Attrition with Termination Dates

Use for: Planning for expected attrition or retirements.

Step 1: Identify positions closing

  1. In a scenario, find positions closing due to retirement, planned departures, or budget cuts

  2. Close those positions and assign termination dates

Step 2: View in Forecast

  1. Forecast > Aggregator: Department

  2. Toggle: Headcount > Time period: Quarterly

  3. View: Show Changes

What you'll see:

  • Negative headcount changes (-1, -2, etc.) in quarters when positions close

  • Workforce cost decreases accordingly

Method 5: Combined Hiring and Attrition Forecast

Use for: Modeling realistic workforce dynamics with both hiring and departures.

  1. Add new positions with future hire dates (net growth)

  2. Close positions with termination dates (model turnover or planned departures)

  3. Forecast > Show Changes > Aggregator: Department > Quarterly

Example:

  • Q1: +10 hires, -3 departures = +7 net headcount

  • Q2: +5 hires, -2 departures = +3 net headcount

  • Q3: +8 hires, -4 departures = +4 net headcount

  • Q4: +2 hires, -1 departure = +1 net headcount

  • Annual net growth: +15 headcount

Multi-Department Hiring Plan

Use for: Coordinating hiring across multiple departments.

Step 1: Add positions by department

  • Engineering: 15 positions across Q1–Q4

  • Sales: 10 positions in Q2–Q3

  • Marketing: 5 positions in Q1

  • Product: 8 positions across all quarters

Step 2: Stagger hire dates — Spread hires throughout the quarter. Don't cluster everyone on quarter start dates; factor in ramp-up time.

Step 3: Analyze aggregated impact

  1. Forecast > Show After > Aggregator: Department

  2. Toggle: Headcount > Time period: Quarterly

  3. Review hiring ramp by department

Step 4: Check budget impact

  1. Toggle to Cost

  2. Verify total salary increase by quarter aligns with budget approvals

Best Practices

  • Use realistic hire dates — Don't cluster all hires on Jan 1, Apr 1, Jul 1, Oct 1. Spread hires throughout quarters and factor in recruiting timelines.

  • Plan for ramp time — Stagger starts to avoid overwhelming managers; budget for overlapping periods when backfilling departing employees.

  • Model attrition realistically — Use historical attrition rates, known retirements, and seasonal fluctuations.

  • Coordinate with budget cycles — Align hire dates with budget availability and quarterly releases.

  • Use effective dates for non-hire changes — Promotions, department transfers, and salary adjustments planned for future dates.

  • Keep scenarios organized — Name clearly (e.g., "2026 Q2–Q4 Hiring Plan"), add descriptions explaining assumptions, and tag by purpose.

Exporting and Sharing Your Forecast

  1. Configure the view: set aggregator, time period, headcount/cost toggle, and any filters

  2. Click Export > CSV

  3. Share with stakeholders:

    • Finance — Department aggregation, Cost view, Quarterly

    • HR — Department aggregation, Headcount view, Monthly

    • Executives — High-level aggregation, Yearly, both Headcount and Cost

  4. Use Show Changes view to highlight net impact and tie to strategic priorities

Troubleshooting

Issue
Solution

Added 10 positions but Forecast only shows +5

Check hire dates — positions only appear in the period their hire date falls in

Forecast shows headcount growth but budget didn't increase

Adding positions without closing others increases net headcount and cost — close equivalent positions or adjust salaries to stay budget-neutral

Can't see quarterly progression, only annual totals

Change Time Period from "Yearly" to "Quarterly", then select the year

Hiring plan looks lumpy with big spikes in certain quarters

Spread hire dates more evenly — instead of 20 hires on July 1, stagger: 7 in July, 7 in August, 6 in September

Need to forecast for 2+ years but only see one year

Switch Time Period to "Yearly" to see columns for all 5 years

Next Steps

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