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Parking Enforcement Workers

Mostly untouched

AI barely touches this work so far. The BLS expects 1.1% fewer of these jobs by 2035.

19%AI does18%AI helps63%Still yours
Rank
Joint #363 of 785 jobs, by how much of the work AI does
US jobs, 2025 to 2035
-1.1% All jobs: +3.5%
Median US pay
$46,730 a year, 2025
People doing it
9,400 in the US, with about 800 openings a year

The work, 20 activities

The job description, marked up.

Every activity in this job, the biggest first. Tap a line for the evidence.

  • deleAI does this
  • +AIAI helps
  • stetStill yours
  1. Still yours: Notify others of emergencies or problems24%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  2. Still yours: Monitor safety or security of work areas, facilities, or properties13%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  3. AI helps with this: Maintain safety or security7%

    People asked AI for help with this in about 1 in 1,066 conversations, and it got them there 93% of the time.

  4. AI helps with this: Issue documentation6%

    People asked AI for help with this in about 1 in 1,236 conversations, and it got them there 93% of the time.

  5. Still yours: Replenish inventories of materials, equipment, or products5%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  6. Still yours: Monitor environmental conditions5%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  7. AI does this: Gather information from physical or electronic sources4%

    AI performed this in about 1 in 28 Copilot conversations and completed it 87% of the time.

  8. Still yours: Present information in legal proceedings4%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  9. AI does this: Explain regulations, policies, or procedures4%

    AI performed this in about 1 in 84 Copilot conversations and completed it 93% of the time.

  10. AI helps with this: Investigate incidents or accidents4%

    People asked AI for help with this in about 1 in 1,241 conversations, and it got them there 81% of the time.

  11. AI does this: Communicate with others about operational plans or activities4%

    AI performed this in about 1 in 354 Copilot conversations and completed it 90% of the time.

  12. AI does this: Respond to customer problems or inquiries4%

    AI performed this in about 1 in 6 Copilot conversations and completed it 84% of the time.

  13. AI does this: Train others on operational or work procedures3%

    AI performed this in about 1 in 348 Copilot conversations and completed it 92% of the time.

  14. Still yours: Direct vehicle traffic3%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  15. Still yours: Maintain operational records3%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  16. Still yours: Monitor operations to ensure adequate performance2%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  17. AI helps with this: Provide general assistance to others, such as customers, patrons, or motorists2%

    People asked AI for help with this in about 1 in 98 conversations, and it got them there 84% of the time. In this job the work is hands-on, so AI can only assist.

  18. Still yours: Collect fares or payments2%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  19. Still yours: Maintain tools or equipment1%

    Barely appears in AI conversations: fewer than 1 in 2,000.

  20. Still yours: Evaluate personnel capabilities or performance1%

    Barely appears in AI conversations: fewer than 1 in 2,000.

2025 to 2035

Ten years from now.

For every 100 of these jobs in 2025, the BLS projects 99 in 2035. Across all US jobs, about 104.

US jobs by 2035-1.1%
shrinkingyellow tick: all jobs +3.5%growing

Even shrinking, it should still see about 800 openings a year as people retire or move on.

The wire

On the wire.

Nothing filed about this job yet. The latest from the War front:

More from the War front →

How to read this file.

deleAI does this. In US Bing Copilot conversations from January to September 2024, AI itself performed the activity, completed it and made a real difference often enough to count.

+AIAI helps. People brought the activity to AI as their own goal, and it usually got them there.

stetStill yours. It barely shows up in AI use, AI rarely finishes it, or in this job it needs hands.

Shares are weighted by how much each activity matters in the job, using O*NET. Microsoft’s own AI applicability score for this job is 0.15, higher than 53% of jobs.

Doing an activity is not doing a job. The researchers behind this data warn against reading it as job loss, and so do we. It is US data; the shape of the work travels.

Sources: Microsoft Research, Working with AI (2025) · O*NET OnLine, 33-3041 · BLS Employment Projections 2025 to 2035

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