Takeover Tracker
28%medium risk
Urban and Regional Planners
vs

64 shared · 21 different

core competencies

33%medium risk
Fraud Examiners, Investigators and Analysts

Side-by-Side Comparison

MetricUrban and Regional PlannersFraud Examiners, Investigators and Analysts
Risk Score27.6%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile28th56th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$83,720$80,190
Employment43K127K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Developing Objectives and Strategies
Sociology and Anthropology
Visualization
Economics and Accounting
Communicating with Persons Outside Organization
Communications and Media
Customer and Personal Service
Documenting/Recording Information
Computers and Electronics
Administration and Management
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Urban and Regional Planners

33%

total discount

Fraud Examiners, Investigators and Analysts

32%

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.

Fraud Examiners, Investigators and Analysts

6 of 15 at risk
87%Create and maintain logs, records, or databases of information about fraudulent activity.
85%Document all investigative activities.
83%Gather financial documents related to investigations.
73%Prepare evidence for presentation in court.
51%Recommend actions in fraud cases.

Wage Comparison

Fraud Examiners, Investigators and Analysts earns -$3,530(-4%) vs Urban and Regional Planners
Urban and Regional PlannersFraud Examiners, Investigators and Analysts
10th
$55,590$46,420
25th
$66,210$60,140
Median
$83,720$80,190
75th
$104,450$109,120
90th
$128,550$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Urban and Regional Planners2028–2035
Fraud Examiners, Investigators and Analysts2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Urban and Regional Planners

$60,622

from $83,720

Fraud Examiners, Investigators and Analysts

$53,807

from $80,190

After adjusting for AI risk, Urban and Regional Planners offers $6,814 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Urban

0

Unique to Fraud

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Urban and Regional PlannersFraud Examiners, Investigators and Analysts
Find transitions from Urban and Regional PlannersFind transitions from Fraud Examiners, Investigators and Analysts