Below-Average Risk (35–42%)
Rank #1173 of all employers
Eaton Corp plc
Open-data reference.
Weighted average O*NET AI exposure score for this industry's occupation mix
AI Displacement Risk Analysis
Companies in Misc Industrial & Commercial Machinery & Equipment face below-average AI displacement risk. Most roles require human dexterity, interpersonal skills, or on-site work that remains difficult for current AI systems.
Workforce Insight
Eaton Corp plc (ETN) operates in Misc Industrial & Commercial Machinery & Equipment under SIC 3590, mapping to NAICS sector 33. The company carries an AI displacement risk grade of B with a weighted exposure score of 37.6%, derived from the occupation mix typical to this industry and mapped against O*NET Database 30.0 task-level automation probabilities. This positions Eaton Corp plc at rank #1173 among all public employers tracked by PlainWorkforce.
Workforce size is approximately 101,000 employees as reported in the most recent SEC 10-K XBRL filing, with a three-year trajectory of ++6.3% — indicating active workforce expansion. The estimated occupation mix includes 6 distinct roles drawn from BLS industry-occupation employment distributions, with Molders, shapers, and casters, except metal and plastic representing the largest share.
For workers and investors, the Grade B signal matters because it quantifies exposure to a specific macro force, the ongoing displacement pressure from generative AI and robotic process automation, that traditional financial disclosures do not yet capture. Grades A and B indicate workforces anchored in tasks requiring physical presence, complex judgment, or interpersonal skill; Grades D and F concentrate in clerical, administrative, and routine analytical tasks now within reach of large language models. Read this profile alongside the occupation-level task and skill breakdowns and the BLS employment projections to build a complete picture of Eaton Corp plc's labor footprint.
Estimated Workforce Occupation Mix
Based on BLS industry-occupation employment distributions for Misc Industrial & Commercial Machinery & Equipment. AI exposure scores from O*NET Database 30.0.
| Occupation | Est. Workforce Share | AI Exposure |
|---|---|---|
| Molders, shapers, and casters, except metal and plastic SOC 51-9195 | | |
| Civil engineering technologists and technicians SOC 17-3022 | | |
| Security and fire alarm systems installers SOC 49-2098 | | |
| Shipping, receiving, and inventory clerks SOC 43-5071 | | |
| Funeral home managers SOC 11-9171 | | |
| Gas compressor and gas pumping station operators SOC 53-7071 | | |
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Frequently Asked Questions
What is Eaton Corp plc's AI risk grade?
Eaton Corp plc (ETN) has an AI risk grade of B with a score of 37.6% — below-average risk (35–42%). Companies in Misc Industrial & Commercial Machinery & Equipment face below-average AI displacement risk. Most roles require human dexterity, interpersonal skills, or on-site work that remains difficult for current AI systems.
How is the AI risk score calculated?
The AI risk score is computed from the company's primary industry (SIC 3590: Misc Industrial & Commercial Machinery & Equipment), mapped to Bureau of Labor Statistics occupational employment distributions. For each occupation in the industry workforce, we apply O*NET task-level AI exposure scores and compute a weighted average. A score of 0 means no AI risk; 100 means maximum exposure.
Which occupations at Eaton Corp plc face the most AI risk?
Based on the industry occupation mix, key roles at Eaton Corp plc include: Molders, shapers, and casters, except metal and plastic (34% AI exposure), Civil engineering technologists and technicians (39% AI exposure), Security and fire alarm systems installers (26% AI exposure). These represent the largest estimated workforce shares.
How many employees does Eaton Corp plc have?
Eaton Corp plc reports approximately 101,000 employees in its most recent SEC 10-K filing. Over the past three years, the workforce has grown by 6.3%.
Has Eaton Corp plc had layoffs?
WARN Act layoff notices and workforce reduction history for Eaton Corp plc are published by state labor agencies and the U.S. Department of Labor. WARN Act data covers mass layoffs affecting 100+ workers, as required by federal reporting. Not all workforce changes are captured in WARN filings.
What industry is Eaton Corp plc in?
Eaton Corp plc is classified under SIC code 3590 (Misc Industrial & Commercial Machinery & Equipment), which maps to NAICS sector 33. Industry classification determines the occupation mix used to compute the AI displacement risk score.
AI risk scores are estimates based on industry-level occupation distributions and may not reflect individual employer hiring practices. Data sources: SEC EDGAR (company SIC codes) · O*NET Database 30.0 (AI exposure scores) · BLS Employment Projections 2024–2034. This is not financial advice.