IS WORK OVER?

Automation index

How much of a Beautician’s job can AI already do?

A booking and a chart come earlier. Hands on a face, and the skin not burning, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Beautician

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Bookings, charts and cabin protocols.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Facials, devices and treatments.
Estimate

No public source provides a precise figure. This is our estimate.

22%10%+2.2
Advise on skin, product and habits.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Hygiene, kit and consent.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Retail, packs and follow-up.
Estimate

No public source provides a precise figure. This is our estimate.

16%16%+2.6
Not burning a skin or overselling.
Estimate

No public source provides a precise figure. This is our estimate.

14%14%+2
Total100%18%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Bookings, charts and cabin protocols
  • Facials, devices and treatments
  • Advise on skin, product and habits
  • Hygiene, kit and consent
  • Retail, packs and follow-up
  • Not burning a skin or overselling
  • esteticista
  • beautician
  • estetica

Sources for this job· O*NET 39-5094.00· ESCO/ISCO 5142

Cybersecurity analyst

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Monitor use of data files and regulate access to safeguard information in computer files.
Estimate

No public source provides a precise figure. This is our estimate.

14%28%+3.9
Monitor current reports of computer viruses to determine when to update virus protection systems.
Estimate

No public source provides a precise figure. This is our estimate.

13%55%+7.2
Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.
Estimate

No public source provides a precise figure. This is our estimate.

13%28%+3.6
Modify computer security files to incorporate new software, correct errors, or change individual access status.
Estimate

No public source provides a precise figure. This is our estimate.

11%28%+3.1
Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.
Estimate

No public source provides a precise figure. This is our estimate.

10%28%+2.8
Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.
Estimate

No public source provides a precise figure. This is our estimate.

10%28%+2.8
Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Coordinate implementation of computer system plan with establishment personnel and outside vendors.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

15%28%+4.2
Total100%32%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • computer forensics
  • ICT network security risks
  • ICT security standards
  • cyber attack counter-measures
  • query languages
  • information confidentiality
  • penetration testing tool
  • manage IT security compliances
  • gather data for forensic purposes
  • provide ICT consulting advice

Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529

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