# Will AI take Licensing Officer's job?

AI is already used for 20% of the measured tasks of a Licensing Officer, heading for 62% within 20 years. The door in is grade B today, grade D in 20 years. Moat: regulatory - The law requires human oversight. That human could be you.

*Measured August 2026. AI exposure = the share of this job's day-to-day tasks AI is already used for, from observed real-world usage by occupation (Anthropic labour market research, 2026). It is a measurement of now, not a prediction that the job disappears.*

## The card

| Measure | Value |
| --- | --- |
| AI exposure today | 20% of measured tasks |
| Now horizon | 20% (door: B - achievable) |
| 5 yrs horizon | 35% (door: C - hard) |
| 10 yrs horizon | 50% (door: C - hard) |
| 20 yrs horizon | 62% (door: D - very hard) |
| Door grade now | B - achievable |
| Door grade in 20 years | D - very hard |
| Moat | REGULATORY MOAT - The law requires human oversight. That human could be you. |
| Starting pay | £25,000 - £30,000 |

## Where it sits

Of 1840 scored careers: 933 are less exposed, 809 more exposed, 97 score the same.

Nearest less exposed: Actor (19), Actors (19), Aerial installers (19).
Nearest more exposed: Actors, entertainers and presenters (22), Cultural Attaché (22), Disc jockeys (22).

## Sources

- AI exposure: Anthropic labour market research (2026), observed real-world AI usage by occupation.
- Door grades and horizons: OpenAI, "The AI Jobs Transition Framework" (Richmond 2026), CC BY 4.0.
- Moat classification: Careermash register; where absent, no claim is made.

## Ledger

- 2026-08-29: Moat lines rewritten to assert only what the engine classification means (hands-on / protected by law / people want a real person / no special protection). No scores changed.
- 2026-08-19: Correction: careers without a moat record stopped showing a confident "NO MOAT" claim and now show "moat not yet classified". Exposure scores were and remain real for every career.
- 2026-08-16: First public measurement: AI exposure per occupation from Anthropic 2026 observed-usage research; door grades and 20-year horizons from OpenAI "The AI Jobs Transition Framework" (Richmond 2026, CC BY 4.0).

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Data licence: CC BY 4.0. Cite as: Careermash, Measured August 2026, https://www.whatcareer.net/en/yellow/career/licensing-officers/ai
Structured version: https://www.whatcareer.net/en/yellow/career/licensing-officers/card.json