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Comparison · dataset August 2026

Architect vs Urban Planner: which is more exposed to AI?

Effectively tied: 4 points separate Architects from Urban Planners.

Architect scores 52% time-weighted AI exposure and Urban Planner scores 48% — close enough that the headline number tells you almost nothing. The difference lives underneath it: Architects lose the most ground on "generate design concepts and visualisations" (78%), while for Urban Planners it is "analyse land use and demographic data" (84%). Both roles sit inside Architecture & Engineering, so the exposure difference reflects task design rather than a change of field.

4PP GAP

Seven dimensions, side by side.

METRICARCHITECTURBAN PLANNERDELTA
AI exposure52%48%4pp gap
Resilience score70/10072/1002pt gap
Substitutable work time16%30%Fully automatable today
Human-critical work time48%58%Models score poorly here
Median salary$92k$82k$10k apart
10-year growth2%4%Urban Planner
US workforce128k42kBLS OEWS
Task level

What actually creates the gap.

Urban Planners spend 30% of their time-weighted week on tasks a current model can produce end-to-end, against 16% for Architects. The single largest contributor is "analyse land use and demographic data", graded at 84% and worth 16% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.

Architect
MOST EXPOSED TASKS
  • Generate design concepts and visualisations78% · 16% time
HUMAN-CRITICAL CORE
  • Site supervision and contractor coordination14% · 10% time
  • Client briefing and design interpretation16% · 18% time
  • Planning and regulatory approvals21% · 14% time
Urban Planner
MOST EXPOSED TASKS
  • Analyse land use and demographic data84% · 16% time
  • Write planning reports and environmental assessments76% · 14% time
HUMAN-CRITICAL CORE
  • Community engagement and public meetings12% · 22% time
  • Interagency and political coordination14% · 12% time
  • Policy development and zoning decisions18% · 18% time
What transfers

Both roles lean on judgement, cognitive, procedural — that is the part of your experience that travels intact. The real divide is creative: Architects score 88 there against 64 for Urban Planners, a 24-point spread. That is the gap you would actually have to close.

DIMENSIONARCHITECTURBAN PLANNER
Creative8864
Manual4824
Switching between them
LowDIFFICULTY

Urban Planner appears in our dataset as a mapped adjacent career for Architects: the move lowers exposure by 4 points, landing at 48%. Switch difficulty reads low — capability profiles are 15 points apart on average and both sit in the same family.

Score your own exposure in 8 questions →

Common questions.

Is Architect or Urban Planner more at risk from AI?

Architect. It scores 52% time-weighted AI exposure against 48% for Urban Planner — a 4-point gap. 16% of architect work time is already fully substitutable by current models, versus 30% for Urban Planners.

Which pays more, Architect or Urban Planner?

Architect, by roughly $10k at the median ($92k versus $82k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.

Can a architect switch to being a urban planner?

Urban Planner appears in our dataset as a mapped adjacent career for Architects: the move lowers exposure by 4 points, landing at 48%. Switch difficulty reads low — capability profiles are 15 points apart on average and both sit in the same family.

Which role is growing faster, Architect or Urban Planner?

Urban Planner, at 4% projected ten-year growth versus 2% — a 2-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.

Methodology
Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.