AI JOB RISK SCANNER
O*NET-SOC 15-2051.01 / model V11 rated-task engine

Will AI replace
Business Intelligence Analysts?

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

Estimated AI task exposure
91%

Very High exposure

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

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

Digital/info work

83/100

Physical moat

10/100

Human moat

16/100

Rating coverage

100%

17 task statements / 17 rated

Highest-weighted occupation tasks

Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
Importance 91/100Relevance 100/100Frequency 63/100Weight 0.87
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
Importance 84/100Relevance 100/100Frequency 61/100Weight 0.84
Manage timely flow of business intelligence information to users.
Importance 80/100Relevance 100/100Frequency 64/100Weight 0.83
Provide technical support for existing reports, dashboards, or other tools.
Importance 74/100Relevance 95/100Frequency 54/100Weight 0.77
Identify and analyze industry or geographic trends with business strategy implications.
Importance 72/100Relevance 100/100Frequency 42/100Weight 0.75
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
Importance 67/100Relevance 100/100Frequency 43/100Weight 0.74
Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
Importance 68/100Relevance 100/100Frequency 40/100Weight 0.73
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.
Importance 68/100Relevance 95/100Frequency 45/100Weight 0.72
Synthesize current business intelligence or trend data to support recommendations for action.
Importance 65/100Relevance 100/100Frequency 41/100Weight 0.72
Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.
Importance 66/100Relevance 100/100Frequency 39/100Weight 0.72

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

$120,230

BLS OEWS May 2025

National employment

262,440

BLS OEWS May 2025

Projected growth

+34.6%

BLS Employment Projections 2025–2035

Average annual openings

25

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%

86 points lower exposure • 53% 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%

86 points lower exposure • 54% profile similarity

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

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

Electric Motor, Power Tool, and Related Repairers

5%

86 points lower exposure • 52% profile similarity

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

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

Tank Car, Truck, and Ship Loaders

6%

85 points lower exposure • 55% profile similarity

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

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

Wind Turbine Service Technicians

5%

86 points lower exposure • 53% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

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

Aircraft Mechanics and Service Technicians

8%

83 points lower exposure • 55% profile similarity

Median wage: $79,870 Growth 2025–2035: +5.4% Annual openings: 11

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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