Understand the topic
What this means in daily life
Skill-to-job matching should connect what a person can demonstrate with the work an employer actually needs. A course title or certificate can be useful information, but it may not describe the tasks, proficiency or support required in a particular role. The source brief links interests, assessed skills, verified vacancies, training gaps and career growth.
The goal is an informed match that both sides can review, not an automatic score that decides a person's future. The proposals below test vacancy quality, fair assessment and support after joining. They do not promise selection, recommend a specific employer or replace applicable recruitment and employment duties.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Suitable matches | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Placement time | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Retention | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Wage progression | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Skill-gap closure | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
10 ideas for this topic
What could be done — and what needs testing
These are proposals for research and local testing. They are not claims that a project has been funded, implemented or proved successful.
Translate vacancies into real tasks
Ask employers to explain a role through ordinary tasks, working conditions and required proficiency rather than broad job titles alone.
What to check: Check the description with current supervisors and avoid unnecessary requirements unrelated to the work.
Verify that a vacancy is current
Assign an update owner to confirm that the employer is still recruiting and that role details remain accurate. Mark expired or unconfirmed entries clearly.
What to check: Check employer identity, contact route and any disputed claims before referring candidates.
Build a candidate-controlled skills profile
Let candidates describe interests, experience and skills they can demonstrate, with a way to review and correct the information shared.
What to check: Check consent, unnecessary personal fields and whether candidates understand who can view the profile.
Offer realistic work samples
Develop suitable assessments that resemble relevant tasks without demanding unsafe work or productive unpaid labour disguised as a test.
What to check: Check fairness, accessibility, assessor competence and whether the sample predicts the stated work.
Identify a specific training gap
When a candidate lacks a relevant skill, describe the gap and a possible learning route instead of giving only a rejection score.
What to check: Check that the suggested training addresses a real task and does not become a costly requirement with no credible demand.
Compare job conditions before referral
Help candidates compare stated hours, location, payment arrangements, accessibility and support with their own needs before accepting an interview.
What to check: Check the information with the employer and distinguish stated conditions from independently confirmed practice.
Provide human review of match suggestions
Let candidates and employers question an automated suggestion, correct information and obtain a relevant human explanation.
What to check: Test error patterns and whether the reviewer can actually change an incorrect record or recommendation.
Reduce barriers in the assessment process
Test accessible instructions, suitable language support and reasonable arrangements through the responsible recruitment team.
What to check: Check whether changes preserve relevant assessment while avoiding avoidable exclusion.
Check the experience after joining
With consent, follow up with the worker and employer about role accuracy, skill use, support and reasons for leaving.
What to check: Review privacy and avoid treating either party's account as a complete explanation without further evidence.
Keep progression routes visible
Show verified options for additional skills and more demanding roles, allowing workers to update interests and evidence over time.
What to check: Check current requirements and avoid promising wage increases or promotion.