Below-Average Risk (35–42%)
Rank #1173 of all employers
BECTON DICKINSON & CO
Open-data reference.
Weighted average O*NET AI exposure score for this industry's occupation mix
AI Displacement Risk Analysis
Companies in Surgical & Medical Instruments & Apparatus 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
BECTON DICKINSON & CO (BDX) operates in Surgical & Medical Instruments & Apparatus under SIC 3841, 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 BECTON DICKINSON & CO at rank #1173 among all public employers tracked by PlainWorkforce.
Workforce size is not disclosed in recent SEC filings. 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 BECTON DICKINSON & CO's labor footprint.
Estimated Workforce Occupation Mix
Based on BLS industry-occupation employment distributions for Surgical & Medical Instruments & Apparatus. 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 BECTON DICKINSON & CO's AI risk grade?
BECTON DICKINSON & CO (BDX) has an AI risk grade of B with a score of 37.6% — below-average risk (35–42%). Companies in Surgical & Medical Instruments & Apparatus 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 3841: Surgical & Medical Instruments & Apparatus), 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 BECTON DICKINSON & CO face the most AI risk?
Based on the industry occupation mix, key roles at BECTON DICKINSON & CO 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 BECTON DICKINSON & CO have?
BECTON DICKINSON & CO's employee count is not reported in its XBRL filings. Workforce size can vary — check the company's most recent annual report or SEC filings for current data.
Has BECTON DICKINSON & CO had layoffs?
WARN Act layoff notices and workforce reduction history for BECTON DICKINSON & CO 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 BECTON DICKINSON & CO in?
BECTON DICKINSON & CO is classified under SIC code 3841 (Surgical & Medical Instruments & Apparatus), 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.