Takeover Tracker
28%medium risk
Urban and Regional Planners
vs

56 shared · 29 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricUrban and Regional PlannersLogistics Analysts
Risk Score27.6%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile28th82th
Tasks at Risk (>50%)5 / 1511 / 15
Median Salary$83,720$80,880
Employment43K236K

Skill Comparison

|

Sorted by largest difference

Geography
Developing Objectives and Strategies
Communicating with Persons Outside Organization
Staffing Organizational Units
Communications and Media
Resolving Conflicts and Negotiating with Others
Scheduling Work and Activities
Coordinating the Work and Activities of Others
Law and Government
Computers and Electronics
Thinking Creatively
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Urban and Regional Planners

33%

total discount

Logistics Analysts

30%

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.

Logistics Analysts

11 of 15 at risk
85%Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
74%Prepare reports on logistics performance measures.
71%Develop or maintain payment systems to ensure accuracy of vendor payments.
69%Maintain databases of logistics information.
69%Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.

Wage Comparison

Logistics Analysts earns -$2,840(-3%) vs Urban and Regional Planners
Urban and Regional PlannersLogistics Analysts
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
Logistics Analysts2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Urban and Regional Planners

$60,622

from $83,720

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Urban and Regional Planners offers $12,474 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Urban

0

Unique to Logistics

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Regulatory Barriers
Urban and Regional PlannersLogistics Analysts
Find transitions from Urban and Regional PlannersFind transitions from Logistics Analysts