Takeover Tracker
38%medium risk
Risk Management Specialists
vs

68 shared · 18 different

core competencies

28%medium risk
Transportation Managers

Side-by-Side Comparison

MetricRisk Management SpecialistsTransportation Managers
Risk Score38.5%27.9%
Risk TierMedium RiskMedium Risk
Risk Percentile77th29th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$80,190$102,010
Employment127K213K

Skill Comparison

|

Sorted by largest difference

Transportation
Guiding, Directing, and Motivating Subordinates
Monitor Processes, Materials, or Surroundings
English Language
CoordinationAI-Resistant
Scheduling Work and Activities
Economics and Accounting
Mathematical Reasoning
Customer and Personal Service
Law and Government
Establishing and Maintaining Interpersonal Relationships
Operations Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Risk Management Specialists

31%

total discount

Transportation Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Transportation Managers

6 of 15 at risk
86%Monitor spending to ensure that expenses are consistent with approved budgets.
80%Implement schedule or policy changes for transportation services.
59%Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.
51%Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
51%Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.

Wage Comparison

Transportation Managers earns +$21,820(+27%) vs Risk Management Specialists
Risk Management SpecialistsTransportation Managers
10th
$46,420$61,200
25th
$60,140$78,360
Median
$80,190$102,010
75th
$109,120$136,050
90th
$151,780$180,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Risk Management Specialists2028–2035
Transportation Managers2028–2035
20242030203520402045

Transportation Managers 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%)

Risk Management Specialists

$49,349

from $80,190

Transportation Managers

$73,600

from $102,010

After adjusting for AI risk, Transportation Managers offers $24,251 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Risk

0

Unique to Transportation

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Risk Management SpecialistsTransportation Managers
Find transitions from Risk Management SpecialistsFind transitions from Transportation Managers