Takeover Tracker
32%medium risk
Market Research Analysts and Marketing Specialists
vs

59 shared · 18 different

core competencies

34%medium risk
Investment Fund Managers

Side-by-Side Comparison

MetricMarket Research Analysts and Marketing SpecialistsInvestment Fund Managers
Risk Score32.4%34.0%
Risk TierMedium RiskMedium Risk
Risk Percentile52th62th
Tasks at Risk (>50%)4 / 138 / 15
Median Salary$76,950$136,550
Employment861K631K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Provide Consultation and Advice to Others
Sales and Marketing
Coordinating the Work and Activities of Others
Monitoring and Controlling Resources
Interpreting the Meaning of Information for Others
Communications and Media
Performing Administrative Activities
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
Psychology
Selling or Influencing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Market Research Analysts and Marketing Specialists

31%

total discount

Investment Fund Managers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Market Research Analysts and Marketing Specialists

4 of 13 at risk
71%Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
70%Monitor industry statistics and follow trends in trade literature.
55%Measure and assess customer and employee satisfaction.
50%Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
49%Develop and implement procedures for identifying advertising needs.

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.

Wage Comparison

Investment Fund Managers earns +$59,600(+77%) vs Market Research Analysts and Marketing Specialists
Market Research Analysts and Marketing SpecialistsInvestment Fund Managers
10th
$42,070$68,860
25th
$56,220$100,010
Median
$76,950$136,550
75th
$104,870$179,190
90th
$144,610$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Market Research Analysts and Marketing Specialists2028–2035
Investment Fund Managers2028–2035
20242030203520402045

Market Research Analysts and Marketing Specialists 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%)

Market Research Analysts and Marketing Specialists

$52,057

from $76,950

Investment Fund Managers

$90,164

from $136,550

After adjusting for AI risk, Investment Fund Managers offers $38,107 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Market

0

Unique to Investment

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Decision Complexity
Market Research Analysts and Marketing SpecialistsInvestment Fund Managers
Find transitions from Market Research Analysts and Marketing SpecialistsFind transitions from Investment Fund Managers