Takeover Tracker
34%medium risk
Geodetic Surveyors
vs

54 shared · 30 different

core competencies

33%medium risk
Wind Energy Engineers

Side-by-Side Comparison

MetricGeodetic SurveyorsWind Energy Engineers
Risk Score33.8%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile61th58th
Tasks at Risk (>50%)9 / 1510 / 15
Median Salary$72,740$117,750
Employment53K151K

Skill Comparison

|

Sorted by largest difference

Design
Geography
Building and Construction
Mechanical
Identifying Objects, Actions, and Events
Analyzing Data or Information
Processing Information
Documenting/Recording Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Engineering and Technology
Getting Information
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Geodetic Surveyors

31%

total discount

Wind Energy Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geodetic Surveyors

9 of 15 at risk
87%Verify the mathematical correctness of newly collected survey data.
87%Distribute compiled geodetic data to government agencies or the general public.
85%Maintain databases of geodetic and related information, including coordinate, descriptive, or quality assurance data.
69%Prepare progress or technical reports.
59%Calculate the exact horizontal and vertical position of points on the Earth's surface.

Wind Energy Engineers

10 of 15 at risk
80%Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.
76%Monitor wind farm construction to ensure compliance with regulatory standards or environmental requirements.
57%Estimate energy production by analyzing wind data.
55%Analyze meteorological data.
55%Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.

Wage Comparison

Wind Energy Engineers earns +$45,010(+62%) vs Geodetic Surveyors
Geodetic SurveyorsWind Energy Engineers
10th
$43,680$62,840
25th
$53,590$85,750
Median
$72,740$117,750
75th
$94,550$152,670
90th
$116,330$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Geodetic Surveyors2028–2035
Wind Energy Engineers2028–2035
20242030203520402045

Wind Energy Engineers has a longer runway before significant displacement, projected 0 years later than Geodetic Surveyors.

Risk-Adjusted Salary

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

Geodetic Surveyors

$48,168

from $72,740

Wind Energy Engineers

$78,563

from $117,750

After adjusting for AI risk, Wind Energy Engineers offers $30,394 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Geodetic

0

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
Geodetic SurveyorsWind Energy Engineers
Find transitions from Geodetic SurveyorsFind transitions from Wind Energy Engineers