AI JOB RISK SCANNER
O*NET-SOC 13-1081.00 / model V11 rated-task engine

Will AI replace
Logisticians?

Analyze and coordinate the ongoing logistical functions of a firm or organization. Responsible for the entire life cycle of a product, including acquisition, distribution, internal allocation, delivery, and final disposal of resources.

Estimated AI task exposure
46%

Moderate exposure

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

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

Digital/info work

40/100

Physical moat

14/100

Human moat

23/100

Rating coverage

100%

22 task statements / 22 rated

Highest-weighted occupation tasks

Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.
Importance 86/100Relevance 100/100Frequency 65/100Weight 0.86
Develop an understanding of customers' needs and take actions to ensure that such needs are met.
Importance 83/100Relevance 100/100Frequency 58/100Weight 0.83
Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.
Importance 75/100Relevance 96/100Frequency 59/100Weight 0.79
Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.
Importance 79/100Relevance 96/100Frequency 48/100Weight 0.78
Protect and control proprietary materials.
Importance 72/100Relevance 96/100Frequency 54/100Weight 0.76
Review logistics performance with customers against targets, benchmarks, and service agreements.
Importance 78/100Relevance 100/100Frequency 36/100Weight 0.76
Develop proposals that include documentation for estimates.
Importance 78/100Relevance 96/100Frequency 42/100Weight 0.76
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.
Importance 76/100Relevance 96/100Frequency 44/100Weight 0.75
Report project plans, progress, and results.
Importance 73/100Relevance 100/100Frequency 41/100Weight 0.75
Collaborate with other departments as necessary to meet customer requirements, to take advantage of sales opportunities or, in the case of shortages, to minimize negative impacts on a business.
Importance 74/100Relevance 96/100Frequency 44/100Weight 0.75

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

$82,320

BLS OEWS May 2025

National employment

251,040

BLS OEWS May 2025

Projected growth

+17.6%

BLS Employment Projections 2025–2035

Average annual openings

27

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

Electric Motor, Power Tool, and Related Repairers

5%

41 points lower exposure • 75% profile similarity

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

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

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

37 points lower exposure • 78% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

41 points lower exposure • 74% profile similarity

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

more physical-world work, lower AI leverage
SAFER ALTERNATIVE

Millwrights

5%

41 points lower exposure • 76% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

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

Outdoor Power Equipment and Other Small Engine Mechanics

5%

41 points lower exposure • 75% profile similarity

Median wage: $47,880 Growth 2025–2035: +2.3% Annual openings: 4

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

Bicycle Repairers

5%

41 points lower exposure • 73% profile similarity

Median wage: $42,780 Growth 2025–2035: -5.7% Annual openings: 1

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

      PROTECT

      • domain expertise
      • exception handling
      • accountability for outcomes

      LEARN

      • cross-functional business knowledge
      • risk and governance

      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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