Takeover Tracker
28%medium risk
Urban and Regional Planners
vs

57 shared · 27 different

core competencies

42%medium risk
Sustainability Specialists

Side-by-Side Comparison

MetricUrban and Regional PlannersSustainability Specialists
Risk Score27.6%42.2%
Risk TierMedium RiskMedium Risk
Risk Percentile28th86th
Tasks at Risk (>50%)5 / 1510 / 14
Median Salary$83,720$81,270
Employment43K1.1M

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Resolving Conflicts and Negotiating with Others
Geography
Building and Construction
Developing Objectives and Strategies
Scheduling Work and Activities
Guiding, Directing, and Motivating Subordinates
Law and Government
Monitoring and Controlling Resources
Operations Analysis
Engineering and Technology
Communications and Media

Protective Factors

Higher values indicate stronger protection against AI displacement

Urban and Regional Planners

33%

total discount

Sustainability Specialists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Urban and Regional Planners

5 of 15 at risk
85%Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables such as population density.
55%Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.
54%Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.
51%Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.
51%Determine the effects of regulatory limitations on land use projects.

Sustainability Specialists

10 of 14 at risk
85%Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycling.
83%Collect information about waste stream management or green building practices to inform decision makers.
83%Develop reports or presentations to communicate the effectiveness of sustainability initiatives.
74%Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.
71%Create or maintain plans or other documents related to sustainability projects.

Wage Comparison

Sustainability Specialists earns -$2,450(-3%) vs Urban and Regional Planners
Urban and Regional PlannersSustainability Specialists
10th
$55,590$46,230
25th
$66,210$60,820
Median
$83,720$81,270
75th
$104,450$110,030
90th
$128,550$147,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Urban and Regional Planners2028–2035
Sustainability Specialists2028–2035
20242030203520402045

Urban and Regional Planners has a longer runway before significant displacement, projected 0 years later than Sustainability Specialists.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Urban and Regional Planners

$60,622

from $83,720

Sustainability Specialists

$46,974

from $81,270

After adjusting for AI risk, Urban and Regional Planners offers $13,648 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Urban

0

Unique to Sustainability

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Decision Complexity
Regulatory Barriers
Creativity
Urban and Regional PlannersSustainability Specialists
Find transitions from Urban and Regional PlannersFind transitions from Sustainability Specialists