Takeover Tracker
25%low risk
Range Managers
vs

68 shared · 22 different

core competencies

30%medium risk
Brownfield Redevelopment Specialists and Site Managers

Side-by-Side Comparison

MetricRange ManagersBrownfield Redevelopment Specialists and Site Managers
Risk Score24.5%29.6%
Risk TierLow RiskMedium Risk
Risk Percentile18th36th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$67,950$136,550
Employment26K631K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Management of Financial Resources
Biology
Processing Information
Economics and Accounting
Geography
MathematicsAI-Vulnerable
Science
Establishing and Maintaining Interpersonal Relationships
Chemistry
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Range Managers

34%

total discount

Brownfield Redevelopment Specialists and Site Managers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Range Managers

5 of 15 at risk
77%Regulate grazing (e.g., by issuing permits and checking for compliance with standards), and help ranchers plan and organize grazing systems in order to manage, improve and protect rangelands and maximize their use.
53%Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.
51%Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.
51%Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.
51%Study forage plants and their growth requirements to determine varieties best suited to particular range.

Brownfield Redevelopment Specialists and Site Managers

5 of 15 at risk
86%Maintain records of decisions, actions, and progress related to environmental redevelopment projects.
84%Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.
84%Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.
80%Coordinate the disposal of hazardous waste.
51%Identify and apply for project funding.

Wage Comparison

Brownfield Redevelopment Specialists and Site Managers earns +$68,600(+101%) vs Range Managers
Range ManagersBrownfield Redevelopment Specialists and Site Managers
10th
$45,260$68,860
25th
$53,190$100,010
Median
$67,950$136,550
75th
$87,980$179,190
90th
$107,720$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Range Managers2028–2035
Brownfield Redevelopment Specialists and Site Managers2028–2035
20242030203520402045

Range Managers has a longer runway before significant displacement, projected 0 years later than Brownfield Redevelopment Specialists and Site Managers.

Risk-Adjusted Salary

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

Range Managers

$51,289

from $67,950

Brownfield Redevelopment Specialists and Site Managers

$96,159

from $136,550

After adjusting for AI risk, Brownfield Redevelopment Specialists and Site Managers offers $44,870 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Range

0

Unique to Brownfield

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Social Intelligence
Range ManagersBrownfield Redevelopment Specialists and Site Managers
Find transitions from Range ManagersFind transitions from Brownfield Redevelopment Specialists and Site Managers