AI JOB RISK SCANNER
O*NET-SOC 15-1299.01 / model V11 rated-task engine

Will AI replace
Web Administrators?

Manage web environment design, deployment, development and maintenance activities. Perform testing and quality assurance of web sites and web applications.

Estimated AI task exposure
62%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

35 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

55/100

Physical moat

14/100

Human moat

18/100

Rating coverage

100%

35 task statements / 35 rated

Highest-weighted occupation tasks

Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
Importance 95/100Relevance 95/100Frequency 67/100Weight 0.88
Correct testing-identified problems, or recommend actions for their resolution.
Importance 86/100Relevance 100/100Frequency 62/100Weight 0.85
Determine sources of Web page or server problems, and take action to correct such problems.
Importance 83/100Relevance 95/100Frequency 64/100Weight 0.83
Review or update Web page content or links in a timely manner, using appropriate tools.
Importance 72/100Relevance 95/100Frequency 62/100Weight 0.78
Collaborate with development teams to discuss, analyze, or resolve usability issues.
Importance 79/100Relevance 100/100Frequency 45/100Weight 0.78
Track, compile, and analyze Web site usage data.
Importance 75/100Relevance 100/100Frequency 48/100Weight 0.78
Document application and Web site changes or change procedures.
Importance 75/100Relevance 100/100Frequency 48/100Weight 0.78
Identify, standardize, and communicate levels of access and security.
Importance 86/100Relevance 100/100Frequency 29/100Weight 0.77
Identify or document backup or recovery plans.
Importance 91/100Relevance 95/100Frequency 29/100Weight 0.77
Gather, analyze, or document user feedback to locate or resolve sources of problems.
Importance 71/100Relevance 100/100Frequency 49/100Weight 0.77

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$116,580

BLS OEWS May 2025

National employment

435,370

BLS OEWS May 2025

Projected growth

+5.1%

BLS Employment Projections 2025–2035

Average annual openings

27

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

57 points lower exposure • 68% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

57 points lower exposure • 67% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

57 points lower exposure • 67% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Layout Workers, Metal and Plastic

6%

56 points lower exposure • 69% profile similarity

Median wage: $63,870 Growth 2025–2035: -3.4% Annual openings: 0

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Wind Turbine Service Technicians

5%

57 points lower exposure • 67% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

53 points lower exposure • 69% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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