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Technology & Data · Updated Aug 2026

Web Administrators

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

JVS 2.0.0-phase4b
AI Exposure
74/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
68/100
High

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage84%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Correct testing-identified problems, or recommend actions for their resolution.High
80
Determine sources of Web page or server problems, and take action to correct such problems.High
79
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.High
58
Review or update Web page content or links in a timely manner, using appropriate tools.Medium
79
Back up or modify applications and related data to provide for disaster recovery.High
81
Document application and Web site changes or change procedures.High
81
Collaborate with Web developers to create and operate internal and external Web sites, or to manage projects, such as e-marketing campaigns.Medium
78
Gather, analyze, or document user feedback to locate or resolve sources of problems.Medium
79
Collaborate with development teams to discuss, analyze, or resolve usability issues.High
76
Perform user testing or usage analyses to determine Web sites' effectiveness or usability.High
79
Administer internet or intranet infrastructure, including Web, file, and mail servers.Medium
81
Implement updates, upgrades, and patches in a timely manner to limit loss of service.High
81
Inform Web site users of problems, problem resolutions, or application changes and updates.Medium
81
Check and analyze operating system or application log files regularly to verify proper system performance.Medium
80
Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications.High
78
Identify, standardize, and communicate levels of access and security.High
81
Provide training or technical assistance in Web site implementation or use.Medium
81
Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.Medium
58
Recommend Web site improvements, and develop budgets to support recommendations.Medium
78
Develop or implement procedures for ongoing Web site revision.Medium
80
Implement Web site security measures, such as firewalls or message encryption.High
80
Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness.Medium
80
Develop and implement marketing plans for home pages, including print advertising or advertisement rotation.Medium
79
Test new software packages for use in Web operations or other applications.Medium
79
Set up or maintain monitoring tools on Web servers or Web sites.Medium
40
Test backup or recovery plans regularly and resolve any problems.Medium
79
Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.Medium
38
Document installation or configuration procedures to allow maintenance and repetition.Medium
25
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Back up or modify applications and related data to provide for disaster recovery.81
  2. Document application and Web site changes or change procedures.81
  3. Administer internet or intranet infrastructure, including Web, file, and mail servers.81
  4. Implement updates, upgrades, and patches in a timely manner to limit loss of service.81
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Document installation or configuration procedures to allow maintenance and repetition.01
  2. Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and secure, and that files are named properly.02
  3. Set up or maintain monitoring tools on Web servers or Web sites.03
  4. Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.04
  5. Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency61
Physical dependency25
Adoption pressure66
Labour-market resilience50
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →