What is skills-based hiring?
Skills-based hiring means an employer uses evidence of what a person can do, not only the qualifications and job titles on an application. A degree can still matter. It stops being the only screen.
Skills, assessment and verified capability
Degrees and CVs record what someone claims to know. These guides explain how demonstrated capability, and its limits, fit alongside that evidence.
What is an AI fluency assessment?
AI fluency is knowing how to supervise, verify and apply AI-generated work. Writing a prompt is only one step. The rest is defining the problem, judging the answer, and deciding when not to use the model.
Can candidates use AI during a skills assessment?
Whether a candidate may use AI depends on what the assessment is designed to measure. Unaided reasoning and supervised use of a model are different capabilities. The rules have to say which one is being tested.
Why critical thinking matters more with AI
Critical thinking is the habit of judging a claim against evidence, constraints and alternatives. Generative models make a fluent claim cheap, so the scarce skill is deciding whether the claim survives.
What is a job simulation assessment?
A job simulation, or work sample, gives someone a realistic problem and looks at what they do with it. An aptitude item more often asks for a reasoning step abstracted from a particular job.
Are skills assessments fair?
A standardised test gives people the same tasks under stated conditions. That is not, by itself, evidence that the test is unbiased or valid for a particular decision.
What should you ask about an AI interviewer?
An AI interviewer is software that asks questions, records answers, and sometimes scores them without a person in the room. The useful question is what decision the software is allowed to make, and what a person can still review.
Why verified skills matter when applications are easy to produce
Verified skills are capabilities shown under stated conditions and checkable by someone who was not in the room. They matter more when a CV or a covering letter can be produced quickly and still look polished.
How long should a skills assessment take?
A pre-employment or education assessment should be long enough to sample the stated skills and short enough that the sitting is still the assessment, not an unpaid project.
What is a portable skills credential?
A portable skills credential is a record of demonstrated capability that the holder can present again, and that another party can check, without the original sitting being repeated.
What is the GlobalPass Index?
The GlobalPass Index is an optional public board of candidates who have an issued result, an active certificate, no integrity hold, and who have opted in. It is not a ranking of everyone who has ever registered.
What is a skills assessment?
A skills assessment is a set of tasks that asks a person to show a capability, rather than to describe it. The result is evidence from that sitting. It is not a biography, and it is not a decision about a job or a university place.
Aptitude test or skills assessment?
An aptitude test asks how you handle a problem you have not rehearsed. A skills assessment asks you to carry out a task that resembles study or work. One samples a reasoning step. The other samples performance. They answer different questions, and a single product can contain both.
Skills-based hiring and degrees
Degree-based hiring treats a qualification as the main screen. Skills-based hiring asks for evidence of what the person can do as well, or instead, where the role does not legally require the qualification. The two are not opposites. Most serious processes use both.
AI fluency or prompt engineering?
Prompt engineering is the craft of instructing a model so the draft is closer to what you wanted. AI fluency is the wider ability to direct, evaluate, verify and apply that draft. A person can be good at the first and still accept a fabricated source.
Skills assessment or personality test?
A skills or aptitude assessment scores what a person did with a task. A personality test asks how they describe themselves, then maps the answers onto a trait model. One is performance. The other is self-report. Using one as if it were the other misstates the evidence.
Work sample or situational judgement?
A work sample asks the candidate to do a realistic task. A situational judgement item describes a situation and asks what they would do, or what they should do. One collects the work. The other collects a choice about the work.