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AI is rewriting every job in your company.

Workforce AI Readiness

We measure exactly how — which AI skills each role now demands — then close the gap on both your next hire and your current team. One Workforce AI Readiness score, re-cut every quarter.

Get your workforce baseline

Free · 5 days · no HRIS integration

# The shift

AI is inverting roles faster than org charts can follow.

We measure which AI skills companies are hiring for — role by role, week by week — not what they claim in a strategy deck.

31%of non-technical postings now ask for a data or AI skill — Copilot, GenAI, prompt-writing
14mobefore the average role description goes stale on its AI requirements
1 in 3of your people are training for a role AI is already redefining

Illustrative figures, drawn from live vacancy data across 3M+ postings. Your baseline replaces these with your own numbers.

# How it works

One role. Two gaps.

AI redefines the role first. That single redefinition opens a gap in who you hire and a gap in who you already have. We close both against the same target.

# Gap 1 — who you hire

Your posting describes the old role

So the wrong people apply. We rewrite each listing for the role as it will exist, and the right candidates arrive on their own.

# Gap 2 — who you have

Your people trained for the old role

So your workforce drifts out of relevance. We give each employee a named path to that same redefined role.

# The tool · start here

Is your job posting already out of date?

The free way in. Pick a role, and we show you the skills the live market asks for now versus what a posting like yours usually lists — with the receipts. This is Gap 1, self-serve, in thirty seconds.

Most job descriptions are copied from a template or written by a model trained months ago. We read live vacancy data, so you see what is missing before the wrong people apply. It is the front door to the full baseline — and it is free.

Check a posting free
# Data Engineer · live market check

Skills the market asks for now

vs. a typical template · this quarter

  • Python81%in template
  • SQL75%in template
  • CI/CD28%missing
  • dbt / Databricksrisingmissing
  • Cloud (Azure/AWS)28%missing

A generic model gives you the average of last year. We give you this quarter's market, per skill, with the count of real postings behind it. And we flag the right move for your stage — sometimes a foundational skill, not the newest buzzword. Figures shown are a live-data sample.

# What you get

Hire for the job it is becoming, not the job it was.

Every role scored on its AI exposure and where it is actually heading — then rewritten, so the people who apply are the ones who will still fit in three years. And each person you already have gets a named path to the same target.

Your posting today

31
  • Excel modelling
  • Variance reporting
  • Month-end close
  • Stakeholder decks
AV

Anna V. — 71% ready for the new role

8 months · €12k to reskill · vs €95k to hire externally

# Workforce AI readiness
Q1 · 34
Q2 · 47
Q3 · 58
Q4 · 68
# Your teams

Where each team is — and where it can get to.

Every posting you have ever published, clustered by function. Each team scored on readiness today, with the reachable position after reskilling. The dashed line is where your sector is converging.

TodayReachable in 4 quartersSector median · 54
Finance340 people
+46
2874
Operations520 people
+32
3668
Legal90 people
+22
3153
Marketing210 people
+28
5179
Engineering410 people
+14
7892
0255075100
Finance sits furthest below the sector median and carries the largest achievable lift — that is where a programme starts. Engineering is already ahead of the median; spending there is waste.
# Sector context

How fast the ground is moving under you.

Your target is not arbitrary. It is calibrated against what companies in your sector are actually hiring for — measured from public postings, so it reflects observed intent, not self-reported maturity. Peers are anonymised.

Where you sit

AI readiness across 34 peers in your sector

You · 47
0–2020–4040–6060–8080–100
You are mid-pack. Position is the least interesting thing on this page.

How fast you are moving

Readiness trajectory, 8 quarters

Readiness trajectory over eight quartersFastest quartile moved from 48 to 74. Sector median moved from 42 to 54. You moved from 43 to 47.204060807454478 quarters agonow
Fastest quartileSector medianYou
Flat is the finding. Your position is fine; your slope is the problem.
+2points of readiness gained per year at your current rate
+13points per year in the fastest quartile of your sector
14 yrsto reach where the leaders already are, unless the slope changes

Observed hiring signal only. This measures what companies are recruiting for — not whether they are succeeding at it. We say so because the distinction is the difference between an analyst and a vendor.

#GDPR compliant · employee data opt-in#Built on live posting data · 3M+ vacancies#No HRIS integration to start

/ Start with the baseline, not a sales call.

Send us your roles. We send back your Workforce AI Readiness score and three rewritten roles. Free, in five days.

We use your email to confirm your place on the list, to reach you when your baseline is ready, and for occasional product updates about /#roles. Every email carries an unsubscribe link. See our legal and privacy documents.

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