Takeover Tracker
34%medium risk
Investment Fund Managers
vs

46 shared · 24 different

core competencies

42%medium risk
Credit Analysts

Side-by-Side Comparison

MetricInvestment Fund ManagersCredit Analysts
Risk Score34.0%42.2%
Risk TierMedium RiskMedium Risk
Risk Percentile62th86th
Tasks at Risk (>50%)8 / 157 / 11
Median Salary$136,550$80,970
Employment631K67K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Estimating the Quantifiable Characteristics of Products, Events, or Information
Analyzing Data or Information
Identifying Objects, Actions, and Events
Economics and Accounting
Processing Information
Developing Objectives and Strategies
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Getting Information
Administration and Management
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Investment Fund Managers

31%

total discount

Credit Analysts

27%

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.

Credit Analysts

7 of 11 at risk
88%Generate financial ratios, using computer programs, to evaluate customers' financial status.
86%Prepare reports that include the degree of risk involved in extending credit or lending money.
86%Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.
74%Review individual or commercial customer files to identify and select delinquent accounts for collection.
55%Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.

Wage Comparison

Credit Analysts earns -$55,580(-41%) vs Investment Fund Managers
Investment Fund ManagersCredit Analysts
10th
$68,860$52,930
25th
$100,010$63,850
Median
$136,550$80,970
75th
$179,190$113,850
90th
$227,590$168,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Investment Fund Managers2028–2035
Credit Analysts2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Investment Fund Managers

$90,164

from $136,550

Credit Analysts

$46,784

from $80,970

After adjusting for AI risk, Investment Fund Managers offers $43,379 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Investment

0

Unique to Credit

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Investment Fund ManagersCredit Analysts
Find transitions from Investment Fund ManagersFind transitions from Credit Analysts