Takeover Tracker
34%medium risk
Investment Fund Managers
vs

42 shared · 29 different

core competencies

33%medium risk
Insurance Underwriters

Side-by-Side Comparison

MetricInvestment Fund ManagersInsurance Underwriters
Risk Score34.0%32.7%
Risk TierMedium RiskMedium Risk
Risk Percentile62th54th
Tasks at Risk (>50%)8 / 152 / 8
Median Salary$136,550$79,880
Employment631K108K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Estimating the Quantifiable Characteristics of Products, Events, or Information
MathematicsAI-Vulnerable
Developing Objectives and Strategies
Thinking Creatively
Mathematical Reasoning
Administration and Management
Number Facility
Identifying Objects, Actions, and Events
Analyzing Data or Information
Resolving Conflicts and Negotiating with Others
Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Investment Fund Managers

31%

total discount

Insurance Underwriters

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Investment Fund Managers

8 of 15 at risk
72%Select or direct the execution of trades.
67%Prepare for and respond to regulatory inquiries.
55%Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.
55%Attend investment briefings or consult financial media to stay abreast of relevant investment markets.
55%Monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.

Insurance Underwriters

2 of 8 at risk
86%Review company records to determine amount of insurance in force on single risk or group of closely related risks.
55%Decline excessive risks.
49%Evaluate possibility of losses due to catastrophe or excessive insurance.
44%Decrease value of policy when risk is substandard and specify applicable endorsements or apply rating to ensure safe, profitable distribution of risks, using reference materials.
40%Examine documents to determine degree of risk from factors such as applicant health, financial standing and value, and condition of property.

Wage Comparison

Insurance Underwriters earns -$56,670(-42%) vs Investment Fund Managers
Investment Fund ManagersInsurance Underwriters
10th
$68,860$51,640
25th
$100,010$63,070
Median
$136,550$79,880
75th
$179,190$104,820
90th
$227,590$138,020

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Investment Fund Managers2028–2035
Insurance Underwriters2028–2035
20242030203520402045

Insurance Underwriters has a longer runway before significant displacement, projected 0 years later than Investment Fund Managers.

Risk-Adjusted Salary

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

Investment Fund Managers

$90,164

from $136,550

Insurance Underwriters

$53,791

from $79,880

After adjusting for AI risk, Investment Fund Managers offers $36,373 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Investment

0

Unique to Insurance

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Investment Fund ManagersInsurance Underwriters
Find transitions from Investment Fund ManagersFind transitions from Insurance Underwriters