Takeover Tracker
39%medium risk
Loan Counselors
vs

51 shared · 8 different

core competencies

52%high risk
Brokerage Clerks

Side-by-Side Comparison

MetricLoan CounselorsBrokerage Clerks
Risk Score38.7%51.7%
Risk TierMedium RiskHigh Risk
Risk Percentile77th98th
Tasks at Risk (>50%)8 / 159 / 10
Median Salary$50,480$62,940
Employment28K40K

Skill Comparison

|

Sorted by largest difference

InstructingAI-Resistant
Clerical
Learning Strategies
Judgment and Decision MakingAI-Augmented
Communicating with Supervisors, Peers, or Subordinates
Inductive Reasoning
Active LearningAI-Augmented
PersuasionAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Loan Counselors

26%

total discount

Brokerage Clerks

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Loan Counselors

8 of 15 at risk
87%Submit applications to credit analysts for verification and recommendation.
86%Check loan agreements to ensure that they are complete and accurate, according to policies.
84%Maintain current knowledge of credit regulations.
66%Assist in selection of financial award candidates using electronic databases to certify loan eligibility.
65%Review billing for accuracy.

Brokerage Clerks

9 of 10 at risk
88%Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.
88%Compute total holdings, dividends, interest, transfer taxes, brokerage fees, or commissions and allocate appropriate payments to customers.
88%Prepare reports summarizing daily transactions and earnings for individual customer accounts.
86%Schedule and coordinate transfer and delivery of security certificates between companies, departments, and customers.
84%File, type, or operate standard office machines.

Wage Comparison

Brokerage Clerks earns +$12,460(+25%) vs Loan Counselors
Loan CounselorsBrokerage Clerks
10th
$38,980$47,730
25th
$45,420$53,880
Median
$50,480$62,940
75th
$61,760$77,400
90th
$77,920$91,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Loan Counselors20282035
Brokerage Clerks20282035
20242030203520402045

Loan Counselors has a longer runway before significant displacement, projected 0 years later than Brokerage Clerks.

Risk-Adjusted Salary

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

Loan Counselors

$30,924

from $50,480

Brokerage Clerks

$30,419

from $62,940

After adjusting for AI risk, Loan Counselors offers $505 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Loan

0

Unique to Brokerage

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Loan CounselorsBrokerage Clerks