Takeover Tracker
30%medium risk
Brownfield Redevelopment Specialists and Site Managers
vs

60 shared · 20 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricBrownfield Redevelopment Specialists and Site ManagersLogistics Analysts
Risk Score29.6%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile36th82th
Tasks at Risk (>50%)5 / 1511 / 15
Median Salary$136,550$80,880
Employment631K236K

Skill Comparison

|

Sorted by largest difference

CoordinationAI-Resistant
Transportation
Monitoring and Controlling Resources
NegotiationAI-Resistant
Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings
Communicating with Persons Outside Organization
Resolving Conflicts and Negotiating with Others
Management of Financial Resources
Design
Analyzing Data or Information
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Brownfield Redevelopment Specialists and Site Managers

32%

total discount

Logistics Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$55,670(-41%) vs Brownfield Redevelopment Specialists and Site Managers
Brownfield Redevelopment Specialists and Site ManagersLogistics Analysts
10th
$68,860$49,260
25th
$100,010$62,920
Median
$136,550$80,880
75th
$179,190$104,330
90th
$227,590$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Brownfield Redevelopment Specialists and Site Managers2028–2035
Logistics Analysts2028–2035
20242030203520402045

Brownfield Redevelopment Specialists and Site Managers 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%)

Brownfield Redevelopment Specialists and Site Managers

$96,159

from $136,550

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Brownfield Redevelopment Specialists and Site Managers offers $48,011 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Brownfield

0

Unique to Logistics

Combined Protection Strategy

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

Social Intelligence
Creativity
Regulatory Barriers
Decision Complexity
Brownfield Redevelopment Specialists and Site ManagersLogistics Analysts
Find transitions from Brownfield Redevelopment Specialists and Site ManagersFind transitions from Logistics Analysts