AI JOB RISK SCANNER
O*NET-SOC 43-4011.00 / model V11 rated-task engine

Will AI replace
Brokerage Clerks?

Perform duties related to the purchase, sale, or holding of securities. Duties include writing orders for stock purchases or sales, computing transfer taxes, verifying stock transactions, accepting and delivering securities, tracking stock price fluctuations, computing equity, distributing dividends, and keeping records of daily transactions and holdings.

Estimated AI task exposure
78%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

10 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

65/100

Physical moat

2/100

Human moat

13/100

Rating coverage

100%

10 task statements / 10 rated

Highest-weighted occupation tasks

Correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.
Importance 90/100Relevance 96/100Frequency 80/100Weight 0.90
Perform clerical tasks, such as answering phones or distributing mail.
Importance 75/100Relevance 91/100Frequency 82/100Weight 0.83
File, type, or operate standard office machines.
Importance 76/100Relevance 81/100Frequency 80/100Weight 0.79
Document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records.
Importance 83/100Relevance 72/100Frequency 72/100Weight 0.76
Prepare forms, such as receipts, withdrawal orders, transmittal papers, or transfer confirmations, based on transaction requests from stockholders.
Importance 62/100Relevance 67/100Frequency 56/100Weight 0.63
Schedule and coordinate transfer and delivery of security certificates between companies, departments, and customers.
Importance 76/100Relevance 48/100Frequency 48/100Weight 0.59
Compute total holdings, dividends, interest, transfer taxes, brokerage fees, or commissions and allocate appropriate payments to customers.
Importance 70/100Relevance 44/100Frequency 55/100Weight 0.56
Prepare reports summarizing daily transactions and earnings for individual customer accounts.
Importance 66/100Relevance 50/100Frequency 48/100Weight 0.55
Verify ownership and transaction information and dividend distribution instructions to ensure conformance with governmental regulations, using stock records and reports.
Importance 72/100Relevance 42/100Frequency 50/100Weight 0.55
Monitor daily stock prices and compute fluctuations to determine the need for additional collateral to secure loans.
Importance 76/100Relevance 28/100Frequency 54/100Weight 0.52

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$65,750

BLS OEWS May 2025

National employment

35,940

BLS OEWS May 2025

Projected growth

-7.6%

BLS Employment Projections 2025–2035

Average annual openings

3

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

73 points lower exposure • 58% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

73 points lower exposure • 59% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electrical and Electronics Installers and Repairers, Transportation Equipment

5%

73 points lower exposure • 60% profile similarity

Median wage: $84,890 Growth 2025–2035: +5.4% Annual openings: 0

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Motorboat Mechanics and Service Technicians

5%

73 points lower exposure • 60% profile similarity

Median wage: $57,550 Growth 2025–2035: +4.9% Annual openings: 3

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

73 points lower exposure • 57% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Tank Car, Truck, and Ship Loaders

6%

72 points lower exposure • 60% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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