Will web administrators be replaced by AI?
Updated
Web administrators score 62 of 100 for AI exposure. The largest share of their task time, 68%, is work AI speeds up while they stay in charge. AI can take over 29% outright, and 3% stays with people.
- 29% AI can do it
- 68% AI helps
- 3% Needs a person
High exposure
Higher than 93% of the 923 occupations we scored.
Task by task
We graded 35 tasks, listed here from most to least exposed. AI can do 10 of them today, speeds up 24 and leaves 1 to people.
| Task | AI exposure |
|---|---|
| Document application and Web site changes or change procedures. AI drafts change logs and procedure docs; admin reviews. | 75% AI can do it |
| Document installation or configuration procedures to allow maintenance and repetition. AI drafts runbooks from configs and commands; admin verifies. | 75% AI can do it |
| Develop or document style guidelines for Web site content. AI drafts style guidelines; admin reviews and approves. | 70% AI can do it |
| Check and analyze operating system or application log files regularly to verify proper system performance. AI parses logs and flags anomalies; admin reviews flags. | 70% AI can do it |
| Inform Web site users of problems, problem resolutions, or application changes and updates. AI drafts status updates and notices; quick review sends them. | 70% AI can do it |
| Identify or document backup or recovery plans. AI drafts recovery plan documents; admin reviews specifics. | 65% AI can do it |
| Track, compile, and analyze Web site usage data. Analytics tools and AI summarize usage; admin checks insights. | 65% AI can do it |
| Review or update Web page content or links in a timely manner, using appropriate tools. Link checkers and AI editing handle content updates; light review. | 65% AI can do it |
| Gather, analyze, or document user feedback to locate or resolve sources of problems. AI summarizes and categorizes feedback well; minimal human work. | 65% AI can do it |
| Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications. Scheduled test suites and scanners run; humans review results. | 60% AI can do it |
Show the other 25 tasks
| Task | AI exposure |
|---|---|
| Correct testing-identified problems, or recommend actions for their resolution. Coding assistants suggest fixes; admin verifies and deploys. | 55% AI helps |
| Develop or implement procedures for ongoing Web site revision. AI drafts revision procedures; fit to org needs judgement. | 55% AI helps |
| Develop testing routines and procedures. AI generates test cases and scripts; admin designs coverage. | 55% AI helps |
| Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel. AI triages alerts; humans respond and report breaches. | 50% AI helps |
| Determine sources of Web page or server problems, and take action to correct such problems. AI helps diagnose from logs; admin takes corrective action. | 50% AI helps |
| Set up or maintain monitoring tools on Web servers or Web sites. AI writes monitoring configs; admin tunes and deploys. | 50% AI helps |
| Develop Web site performance metrics. AI suggests metrics; choosing business-relevant ones needs judgement. | 50% AI helps |
| Develop and implement marketing plans for home pages, including print advertising or advertisement rotation. AI drafts plans and copy; placement and approval stay human. | 50% AI helps |
| Identify, standardize, and communicate levels of access and security. AI drafts access standards; decisions need human accountability. | 45% AI helps |
| Implement updates, upgrades, and patches in a timely manner to limit loss of service. Patch tools automate rollout; admin schedules and approves changes. | 45% AI helps |
| Identify or address interoperability requirements. AI analyzes standards; integration decisions need expert judgement. | 45% AI helps |
| Evaluate or recommend server hardware or software. AI compares specs and options; purchase decisions stay human. | 45% AI helps |
| Administer internet or intranet infrastructure, including Web, file, and mail servers. AI assists admin scripts and troubleshooting; admin stays accountable. | 45% AI helps |
| Back up or modify applications and related data to provide for disaster recovery. Backups are scripted; DR changes need admin oversight. | 40% AI helps |
| Implement Web site security measures, such as firewalls or message encryption. AI drafts firewall and TLS configs; admin validates them. | 40% AI helps |
| Evaluate testing routines or procedures for adequacy, sufficiency, and effectiveness. AI spots coverage gaps; adequacy judgement stays with admin. | 40% AI helps |
| Test new software packages for use in Web operations or other applications. AI assists research and scripted tests; hands-on evaluation needed. | 40% AI helps |
| Perform user testing or usage analyses to determine Web sites' effectiveness or usability. AI analyzes usage data; live user testing needs people. | 35% AI helps |
| Test backup or recovery plans regularly and resolve any problems. Restore tests run in tooling; fixing failures needs admin. | 35% AI helps |
| Recommend Web site improvements, and develop budgets to support recommendations. AI drafts recommendations and budget models; leaders decide. | 35% AI helps |
| Collaborate with Web developers to create and operate internal and external Web sites, or to manage projects, such as e-marketing campaigns. Coordination is human-led; AI helps drafting and tracking. | 35% AI helps |
| Provide training or technical assistance in Web site implementation or use. AI answers routine questions; live training needs people. | 35% AI helps |
| 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. Config scripts help; physical hardware installs need hands on. | 30% AI helps |
| Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups. AI summarizes reading; attending events stays human. | 30% AI helps |
| Collaborate with development teams to discuss, analyze, or resolve usability issues. Mostly live discussion with developers and stakeholders. | 15% Needs a person |
How web administrators compare
All occupations (923)
Computer and mathematical (36)
Pay and outlook in the US
- Median pay
- $116,580 a year, May 2025
- People employed
- 48,374 in the US, May 2025
- Projected change in jobs
- +5.1% from 2024 to 2034
Skills to build
- Review AI-drafted runbooks against live server configurations
- Run backup restore tests and fix failed recoveries
- Triage anomalies AI flags in operating system log files
- Run live usability sessions with developers and stakeholders
- Hold CompTIA Server+ certification for secure web server setup
- Maintain approved style guides in Microsoft SharePoint
Safer roles nearby
5 related occupations with lower scores.
Questions about web administrators and AI
Will AI replace web administrators?
Partly. About 5 in 10 working hours go to tasks AI can already do, mostly documenting changes and writing configuration runbooks. Live usability work, restore failures, and hands-on server installs stay with the administrator.
Which web administrator tasks is AI taking over?
Documenting site changes and writing installation runbooks are the most exposed tasks, both at exposure 75. AI drafts change logs and runbooks from configs and commands, so the administrator's job shifts to checking each draft against the live configuration and signing it off.
Which web administrator tasks stay with people?
Live work with developers, live user testing, and fixing failed restores score lowest on exposure, between 15 and 35. Usability problems get settled in live discussion. The tooling runs the restore tests, but a person has to diagnose and repair what fails.
How do web administrators stay valuable?
Take responsibility for the work that needs judgment. Check every AI-drafted runbook against the live server configuration and the commands it runs. Lead usability sessions with developers and stakeholders. Take charge of restore failures, diagnosing and fixing what the tests flag. Keep JavaScript, PHP, HTML, and CSS skills current enough to spot errors in drafted code.
Related jobs
Next steps for web administrators
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