Urban and Regional Planners vs Logisticians AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Urban and Regional Planners

67 shared · 21 different

core competencies

medium risk

Logisticians

Side-by-Side Comparison

Urban and Regional Planners leads 4–0

Metric	Urban and Regional Planners	Logisticians
Risk Score	27.6%	29.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	28th	37th
Tasks at Risk (>50%)	5 / 15	5 / 15
Median Salary	$83,720	$80,880
Employment	43K	236K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Developing Objectives and Strategies

Transportation

Communications and Media

Communicating with Persons Outside Organization

Law and Government

Thinking Creatively

Design

Geography

Sales and Marketing

MonitoringAI-Augmented

Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Urban and Regional Planners

33%

total discount

Logisticians

31%

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.

Logisticians

5 of 15 at risk

86%Report project plans, progress, and results.

61%Protect and control proprietary materials.

56%Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.

53%Direct availability and allocation of materials, supplies, and finished products.

53%Redesign the movement of goods to maximize value and minimize costs.

Wage Comparison

Logisticians earns -$2,840(-3%) vs Urban and Regional Planners

Urban and Regional PlannersLogisticians

10th

$55,590$49,260

25th

$66,210$62,920

Median

$83,720$80,880

75th

$104,450$104,330

90th

$128,550$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Urban and Regional Planners2028–2035

Logisticians2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Urban and Regional Planners

$60,622

from $83,720

Logisticians

$56,851

from $80,880

After adjusting for AI risk, Urban and Regional Planners offers $3,771 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Urban

Unique to Logisticians

Combined Protection Strategy

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

Regulatory Barriers

Fine Manipulation

Decision Complexity

Creativity

Urban and Regional PlannersLogisticians

Find transitions from Urban and Regional Planners Find transitions from Logisticians