FutureProof

Will AI replace Logging Workers, All Other?

AI barely shows up in the day-to-day tasks of Logging Workers, All Other today — this occupation sits at the floor of observed AI usage. That reflects measured overlap, not a guarantee of safety: on theoretical exposure it ranks 18/100 as tools improve. Employment is projected to decline through 2034.

1/ 100Low exposure

Minimal observed AI overlap today

AI barely shows up in this job's tasks today (observed) — but it ranks higher on theoretical exposure (18/100) as tools improve.

Logging Workers, All Other by the numbers

MEDIAN WAGE
$50,840 /year
JOB GROWTH 2024–34
-4.7% (US avg +3.1%)
US EMPLOYMENT
1,700 jobs
AI HORIZON (THEORETICAL)
18 /100

Across all measured AI usage (dataset-wide, not specific to this occupation), about 43% is automation — AI doing a task — while 57% is augmentation, AI assisting a person.

Sources: BLS OEWS May 2025 · BLS Employment Projections 2024–34 · Anthropic Economic Index (CC-BY) · Felten et al. AIOE · Methodology
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Frequently asked questions

Will AI replace Logging Workers, All Other?

No data source can answer that with certainty — what we can measure is overlap. Logging Workers, All Other score 1/100 on observed AI exposure (how much of the job's tasks appear in real AI usage today) and 18/100 on theoretical exposure as tools improve. High exposure historically means tasks get reshaped and redistributed rather than jobs simply disappearing.

How much do Logging Workers, All Other earn in the US?

The national median wage for Logging Workers, All Other is $50,840 per year (BLS OEWS, May 2025).

Is the job market for Logging Workers, All Other growing or shrinking?

BLS projects employment for Logging Workers, All Other to change by -4.7% between 2024 and 2034 (national average: +3.1%). About 1,700 people held this job in 2024.

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