How Job-AI decides which jobs to apply for

Short answerEvery job is checked against your CV before anything is sent. If it is the wrong kind of role, it is skipped. If your CV matches less than your bar (70% unless you change it), it is skipped. Only the jobs that clear both checks get an application, with a CV and cover letter rewritten for that advert.

Below is one real run, from a job seeker in London looking for IT support work. Names and employers are removed. Everything else, including the reasons and scores, is exactly what Job-AI produced.

1. Is it the right kind of job?

Job titles can be misleading. All of these contain "technical", so a keyword bot would have applied to every one. Job-AI read each advert and skipped them:

Technical Sales Engineer, warehouse automation
Skipped: sales role, not IT support
Technical Event Manager
Skipped: event management, not IT support
AI Technical Product Manager
Skipped: product management, not IT support
Senior Technical Advisor, marine company
Skipped: marine engineering, not IT support

2. Does the CV actually fit?

For jobs that are the right kind, Job-AI scores the CV against what the advert really asks for. Below the bar, it does not apply, even when the title looks perfect:

Technical Support Engineer (L1), data company
Skipped: 9% match
Service Desk Analyst, security software company
Skipped: 43% match
Technical Support Engineer, payments company
Skipped: 44% match
IT Support Specialist, tech company, London
Applied: 75% match

That last advert asked for Windows and macOS support, onboarding and account setup, Intune and Jamf, Active Directory and Microsoft 365, and knowledge base writing. The job seeker had done all of it.

3. The CV is rewritten for that one job

The job seeker's own CV was written for Salesforce and SaaS roles. For this application, Job-AI led with the IT support experience the advert asked for:

Their CVSolutions Engineer | Salesforce & Enterprise SaaS Platforms
Sent for this jobIT Support Specialist | Enterprise SaaS Platforms
Their CVTechnical specialist with nine years of experience in application support, platform administration, and end-user enablement across Salesforce, ServiceNow, and Microsoft 365 environments.
Sent for this jobIT Support Specialist with nine years of experience in 1st and 2nd line service desk operations, endpoint administration, and corporate IT operations, delivering responsive technical support across Windows and macOS environments.

A cover letter was written for the same advert, and the application went to the company's own careers page.

4. What it never changes

You see every job in a live list: what was sent, what was skipped, and why.

Applies for you, only to jobs your CV fits

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