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Loaded labor rate

The full cost to an organization of an hour of a given employee's time, including salary, benefits, and overhead, typically maintained by a finance or people-operations team and used as the standard multiplier for pricing labor-hours in a cost estimate.

Defined in 2 GAGE programs, which carry 3 distinct definitions of it. The wording above is taught in Certified AI Data Governance Professional (CADGP).

How each discipline defines it

The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.

Certified AI Data Governance Professional (CADGP)

The full cost to an organization of an hour of a given employee's time, including salary, benefits, and overhead, typically maintained by a finance or people-operations team and used as the standard multiplier for pricing labor-hours in a cost estimate.

Certified AI Practitioner: Workplace Foundations

An employee's full hourly cost including salary, benefits, payroll taxes, and overhead, generally 25 to 40 percent above base pay (a multiplier of roughly 1.25 to 1.4); used to value reclaimed time honestly.

Certified AI Practitioner: Workplace Foundations

An employee's full hourly cost including salary, benefits, and overhead (often roughly 1.25 to 1.4 times base salary), used to value reclaimed time, valid only when paired with an honest escalation.

Where it is taught

The exact lessons this term appears in. The first module of every program is free with a free account.

Where it shows up at work

A definition is where Loaded labor rate starts. The lessons above teach it inside the competencies below, which are what job descriptions ask for and what the GAGE credential records. Every link here is drawn from the same careers map that builds a role's readiness check.

ROI and value measurement for AIBusiness and Transformation

Builds an honest value model: baseline, measured change, cost, risk, and the projects that should be stopped.

2 lessons on this page teach it as a primary outcome.

Roles that hire for it

Each role page shows the full competency set, what the seat decides, and a readiness check against your own evidence.

How job descriptions say it

Postings rarely use the textbook word. These are the phrases the careers map reads as asking for the competencies above.

“return on investment”“business case”“value realization”“measure impact”“benefits tracking”“roi”

One interview question about it

How would you measure the return on an AI deployment honestly, including the costs people prefer to leave out?

Asked of candidates for roi and value measurement for ai. Answering it in your own words is exactly how a GAGE topic is passed, and the credential records the pass where an employer can check it.

If you come from another field

Some backgrounds already carry this competency, and the readiness check gives credit for it.

Terms it appears with

Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.