AI skills LinkedIn headline and About template

Your headline should name the work you do or want, the decisions you are trusted with, and one proof point such as a current certificate. Your About section should then tell a short story: what you do now, what you review or run, one example, and how to check your credentials. Formulas, a template and samples follow.

Why do the headline and About section matter so much?

They are what recruiters see first. In search results, your headline appears next to your name, and it is the main text a recruiter's search matches. The About section is where they decide whether to read further. A headline of "Customer Service Adviser at [Firm]" tells them your job; a headline naming the review work and a certificate tells them why to contact you.

Most people with AI skills write vague headlines: "AI enthusiast", "passionate about innovation". They say nothing an employer can test. The guides on how to show AI skills on LinkedIn and how to show AI agent skills on LinkedIn cover the rest of the profile.

What makes a good headline?

Use one of these formulas, and keep within LinkedIn's headline length:

1. Role plus decisions: [Current or target role] · Reviewing [type of] agent decisions in [sector]
2. Role plus proof: [Role] · [Certificate name] · [Sector]
3. Transition: [Current role] moving into AI operations · [Strength] · [Certificate or practicum]
4. Specialism: [Sector] [review area, e.g. claims, payments] · Human review of AI agents · [Certificate]

Put the words recruiters search for near the front: the target role, the sector, and terms like "AI operations" or "agent review". Use a separator such as a middle dot or vertical bar, not arrows.

The About section template

Paragraph 1: what you do. I [review / run / lead] [type of work] in [sector]. [One sentence on the decisions you make.]

Paragraph 2: how you work with agents. I [review agent-drafted ... / run a workspace where ...]. I decide [approve, amend, reject, escalate] and record why. [One sentence on what you look for.]

Paragraph 3: one example. [What the agent proposed, what you noticed, what you did, what changed.] (Anonymised, no client or customer data.)

Paragraph 4: proof and contact. I hold [certificate], current until [month, year]; you can check it at [link or "via the link in Licences and certifications"]. I'm [open to / interested in] [type of role]. [How to contact you.]

Keep it to about 150 to 250 words. The first two lines show before "see more", so paragraph 1 has to work alone.

A filled sample

For an invented claims handler, Siobhan, moving into AI operations:

Headline: Claims handler moving into AI operations · Reviewing agent claim decisions in home insurance · Certified Pryme Operator

About:

I handle home insurance claims, deciding cover against policy wording and settling within my authority. Most of my day is judging whether the evidence supports the claim.

During our triage pilot, I reviewed first-notice decisions drafted by an agent. I approve, amend, reject or escalate each one, and record why. I look first for anything touching a vulnerable customer, and for decisions that rely on an out-of-date source.

One example: the agent kept treating "damp" and "leak" as the same peril. I collected the cases, showed why the difference mattered for cover, and the guidance it used was updated.

I hold the Certified Pryme Operator certificate, current until [month, year]; you can check it via the link in my certifications. I'm interested in claims review and AI operations roles in insurance.

Note what is missing: no "passionate", no claims of being an AI expert, nothing about customers that could identify anyone.

How do you keep it current?

Check the headline and About section whenever your certificate is renewed, you change role, or you finish a practicum or pilot. An About section that cites a certificate "current until" a date in the past undoes the point of mentioning it. Add the certificate itself in the certifications section, and if you post about it, use a certificate sharing post template for LinkedIn so the post and profile match.

Where the Academy fits

Pryme Intelligence Academy certificates can be shared to LinkedIn with a write-up and are issued through VerifyDoc.ai, so the link in your profile goes to a page anyone can check by number or QR code. Before you have a professional certificate, the free Foundations badge is a fair line to include, labelled for what it is. The guide on adding your operator certificate to LinkedIn covers the steps.