Methodology
How to model the cost of a vacant data center role
This is the model behind our cost of vacancy calculator, with the four inputs to agree with finance.
Founder & Principal Recruiter · Published August 14, 2026
How to model the cost of a vacant data center role
The cost of a vacant infrastructure role is the daily value the seat produces, plus the cost of covering it, plus the schedule risk it creates, multiplied by the days it stays open. Salary divided by working days is only the starting point, and in critical facilities it is usually the smallest of the three components.
The four inputs
Agree these four numbers with finance before you present a total. Finance will question the inputs before the math.
- Fully loaded daily cost: base salary plus burden, divided by working days
- Productivity multiple: the value the role produces relative to its cost, often estimated at 1.5x to 3x for revenue-adjacent and critical path roles
- Coverage cost: overtime, contractor rates, or consultancy hours spent backfilling the work
- Schedule risk: the share of a delay milestone attributable to the seat, expressed per day
Schedule risk
In data center delivery and operations, specific seats gate specific dates. A missing commissioning lead delays turnover. A missing controls engineer delays integration. A missing shift lead forces mandatory overtime and can push an operating site toward a staffing exception.
For a role on the critical path, the daily cost is a share of the cost of the delayed milestone. Two roles with the same salary can have very different vacancy costs.
Search cost comparison
With a daily number, compare what the search costs against what the open role costs you each day.
For critical facilities and commissioning roles, bring that comparison to the fee discussion.
Scenarios
Write your assumptions on the page. The total is an estimate built on inputs from your finance team, so label it as one.
Run a few scenarios: compare roles, or the same role under different delay assumptions. Usually one role carries most of the cost.
Sources
- North America Data Center Trends H2 2024, CBRE
- Uptime Institute Global Data Center Survey Results 2024, Uptime Institute
By market
Markets
Candidate supply and pay differ by metro. These pages cover the markets where this comes up most.
Market
Northern Virginia
Counteroffers and slow decisions add delay days, and delay days drive the total.
Market
Phoenix
Overtime backfill costs run high where shift coverage is already thin across campuses.
Market
San Antonio
Base salaries are lower here, but schedule risk is the same, and that is where most of the cost sits.
Market
Chicago
Union labor rules mainly change the coverage cost input.
Questions
Questions
- What is the cost of vacancy for a data center role?
- It depends on the role. For critical facilities and commissioning roles, the figure is usually well above the daily salary once you add coverage and schedule risk. Use your own inputs.
- Is cost of vacancy the same as cost per hire?
- No. Cost per hire measures what the hiring process spends. Cost of vacancy measures what the business loses while the seat is empty. They are separate numbers and the second is usually much larger.
- What productivity multiple should we use?
- As planning estimates: 1.0x to 1.5x for support roles, 1.5x to 2.5x for roles that hold up operational output, and higher for roles tied directly to a revenue milestone. Agree the figure with finance before presenting a total.
- How do we present this to a CFO?
- Start with the daily number and how many days of vacancy equal the search cost. Show the inputs and label the total as an estimate.
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Czarina Tabayoyong
Founder and principal recruiter, Critical Path Hiring. Czarina recruits commissioning, MEP, power and critical facilities people for data center builds. She previously recruited cloud and data center architecture talent at AWS Professional Services, and PMO and project delivery talent for hyperscale data center campuses in Texas and Virginia.
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