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 Counselors2028–2035
Brokerage Clerks2028–2035
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
Loan Counselors vs Brokerage Clerks AI Risk — Takeover Tracker