Takeover Tracker
30%medium risk
Logisticians
vs

69 shared · 17 different

core competencies

38%medium risk
Risk Management Specialists

Side-by-Side Comparison

MetricLogisticiansRisk Management Specialists
Risk Score29.7%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile37th77th
Tasks at Risk (>50%)5 / 159 / 15
Median Salary$80,880$80,190
Employment236K127K

Skill Comparison

|

Sorted by largest difference

Transportation
Sales and Marketing
Operations Analysis
CoordinationAI-Resistant
Geography
MonitoringAI-Augmented
Production and Processing
Staffing Organizational Units
Scheduling Work and Activities
Monitor Processes, Materials, or Surroundings
Selling or Influencing Others
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Logisticians

31%

total discount

Risk Management Specialists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Logisticians

5 of 15 at risk
86%Report project plans, progress, and results.
61%Protect and control proprietary materials.
56%Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.
53%Direct availability and allocation of materials, supplies, and finished products.
53%Redesign the movement of goods to maximize value and minimize costs.

Risk Management Specialists

9 of 15 at risk
87%Gather risk-related data from internal or external resources.
85%Document, and ensure communication of, key risks.
71%Produce reports or presentations that outline findings, explain risk positions, or recommend changes.
67%Maintain input or data quality of risk management systems.
53%Evaluate the risks related to green investments, such as renewable energy company stocks.

Wage Comparison

Risk Management Specialists earns -$690(-1%) vs Logisticians
LogisticiansRisk Management Specialists
10th
$49,260$46,420
25th
$62,920$60,140
Median
$80,880$80,190
75th
$104,330$109,120
90th
$132,110$151,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Logisticians2028–2035
Risk Management Specialists2028–2035
20242030203520402045

Logisticians has a longer runway before significant displacement, projected 0 years later than Risk Management Specialists.

Risk-Adjusted Salary

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

Logisticians

$56,851

from $80,880

Risk Management Specialists

$49,349

from $80,190

After adjusting for AI risk, Logisticians offers $7,502 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Logisticians

0

Unique to Risk

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Fine Manipulation
LogisticiansRisk Management Specialists
Find transitions from LogisticiansFind transitions from Risk Management Specialists