IS WORK OVER?

Automation index

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

Today an AI can already handle the first pass: repeat tickets, stock emails, a simple reset. The odd case, the angry customer, and fraud still need a person.

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

Task comparison

Hotel receptionist

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
Greet, register, and assign rooms to guests of hotels or motels.
Estimate

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

7%28%+2
Issue room keys and escort instructions to bellhops.
Estimate

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

7%28%+2
Verify customers' credit, and establish how the customer will pay for the accommodation.
Estimate

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

7%28%+2
Keep records of room availability and guests' accounts, manually or using computers.
Estimate

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

7%55%+3.9
Make and confirm reservations.
Estimate

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

7%28%+2
Review accounts and charges with guests during the check out process.
Estimate

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

6%28%+1.7
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
Estimate

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

6%28%+1.7
Compute bills, collect payments, and make change for guests.
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.

47%28%+13.2
Total100%30%

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

Skills and activities

  • explain features in accommodation venue
  • comply with food safety and hygiene
  • implement marketing strategies
  • maintain relationship with customers
  • deal with arrivals in accommodation
  • greet guests
  • handle customer complaints
  • process booking
  • provide tourism related information
  • handover the service area

Sources for this job· O*NET 43-4081.00· ESCO/ISCO 4224

Penetration tester

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
Recon, scans and enumeration.
Estimate

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

20%42%+8.4
Write the report, evidence and CVSS.
Estimate

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

18%38%+6.8
Exploit with judgment and not break the business.
Estimate

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

18%18%+3.2
Debrief with the client and retest.
Estimate

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

16%15%+2.4
Choose scope, rules and what is off limits.
Estimate

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

14%16%+2.2
Research 0-days, labs and keep the craft.
Estimate

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

14%18%+2.5
Total100%25%

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

Skills and activities

  • Recon, scans and enumeration
  • Write the report, evidence and CVSS
  • Debrief with the client and retest
  • Choose scope, rules and what is off limits
  • Research 0-days, labs and keep the craft
  • pentester
  • ethical hacker
  • pentest

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

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