Helping YTK members find work that matches their real skills

Helping YTK members find work that matches their real skills

Job seekers couldn’t see which of their skills mattered, or which jobs actually fit. Headai built a skills-based recommendation engine, now live in production with 1,500+ monthly users and growing.

Job seekers couldn’t see which of their skills mattered, or which jobs actually fit. Headai built a skills-based recommendation engine, now live in production with 1,500+ monthly users and growing.

Unique users in January 2026

Unique users in January 2026

1,500+

1,500+

From pilot to full production

From pilot to full production

March 2026

March 2026

The challenge

When a YTK member loses their job, the next step is often unclear: experience can be hard to describe in a way employers recognise, and relevant vacancies are scattered across multiple sources. Members need a simple way to see which jobs fit their background and what could broaden their opportunities.

What Headai built

Headai built a Skills Intelligence–based job recommendation engine inside YTK’s member portal, Sytyke. It turns each member’s CV and work history into explainable matches with live job listings from multiple sources, showing the skills behind each match and those that could expand future options.

The service was delivered with EU AI Act high-risk classification requirements addressed in the service agreement, with Solita delivering the user interface.


YTK and Headai

Questions it answers

  • Which open jobs match my experience and current skills?

  • Why does this role fit me?

  • Which skills from my work history are relevant but may be missing from my CV?

  • What skills would open up more opportunities for me?

  • Which jobs could I realistically consider next?

Impact

Members now have a clearer, more actionable view of their next steps: relevant opportunities, the reasoning behind each recommendation and practical ways to widen their search.

The solution moved from pilot to full production in March 2026. It reached more than 1,500 unique users in January 2026 alone, with usage increasing after targeted member communications. In user testing, members described the experience as impactful; several called it a “wow moment”.

Explore the story

YTK: the collaboration behind skills-based job search

Headai: AI-powered job search — less hassle, better matches

Build curricula for what comes next

Build curricula for what comes next

Use skills data to understand changing labour-market needs and keep education aligned with the skills that matter.

Use skills data to understand changing labour-market needs and keep education aligned with the skills that matter.

Understand local skills demand

Understand local skills demand

Identify emerging skills gaps

Identify emerging skills gaps

Compare education with labour-market needs

Compare education with labour-market needs

Track how skills needs change over time

Track how skills needs change over time

Helping YTK members find work that matches their real skills

Job seekers couldn’t see which of their skills mattered, or which jobs actually fit. Headai built a skills-based recommendation engine, now live in production with 1,500+ monthly users and growing.

Job seekers couldn’t see which of their skills mattered, or which jobs actually fit. Headai built a skills-based recommendation engine, now live in production with 1,500+ monthly users and growing.

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Ready to turn information

into intelligence?

Ask questions across your organisation’s information without query languages or specialist tools.

Ready to turn information

into intelligence?

Ask questions across your organisation’s information without query languages or specialist tools.

Ready to turn information

into intelligence?

Ask questions across your organisation’s information without query languages or specialist tools.