Side-by-Side Comparison
Investment Fund Managers leads 4–1| Metric | Auditors | Investment Fund Managers |
|---|---|---|
| Risk Score | 36.0% | 34.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 69th | 62th |
| Tasks at Risk (>50%) | 7 / 15 | 8 / 15 |
| Median Salary | $81,680 | $136,550 |
| Employment | 1.4M | 631K |
Skill Comparison
|
Sorted by largest difference
Evaluating Information to Determine Compliance with Standards
Coordinating the Work and Activities of Others
Guiding, Directing, and Motivating Subordinates
Performing Administrative Activities
Scheduling Work and Activities
Provide Consultation and Advice to Others
Documenting/Recording Information
Coaching and Developing Others
Developing and Building Teams
Resolving Conflicts and Negotiating with Others
Monitoring and Controlling Resources
Estimating the Quantifiable Characteristics of Products, Events, or Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Auditors
30%
total discount
Investment Fund Managers
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Auditors
7 of 15 at risk84%Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.
78%Examine inventory to verify journal and ledger entries.
71%Review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.
70%Prepare detailed reports on audit findings.
70%Examine records, tax returns, and related documents pertaining to settlement of decedent's estate.
Investment Fund Managers
8 of 15 at risk72%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 +$54,870(+67%) vs Auditors
AuditorsInvestment Fund Managers
10th
$52,780$68,860
25th
$64,660$100,010
Median
$81,680$136,550
75th
$106,450$179,190
90th
$141,420$227,590
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Auditors2028–2035
Investment Fund Managers2028–2035
20242030203520402045
Investment Fund Managers has a longer runway before significant displacement, projected 0 years later than Auditors.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Auditors
$52,275
from $81,680
Investment Fund Managers
$90,164
from $136,550
After adjusting for AI risk, Investment Fund Managers offers $37,889 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Auditors
0
Unique to Investment
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
AuditorsInvestment Fund Managers