Below-Average Risk (35–42%)
Rank #1142 of all employers
BRIGHT HORIZONS FAMILY SOLUTIONS INC.
Open-data reference.
Weighted average O*NET AI exposure score for this industry's occupation mix
AI Displacement Risk Analysis
Companies in Services-Child Day Care Services 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
BRIGHT HORIZONS FAMILY SOLUTIONS INC. (BFAM) operates in Services-Child Day Care Services under SIC 8351, mapping to NAICS sector 62. The company carries an AI displacement risk grade of B with a weighted exposure score of 39.2%, derived from the occupation mix typical to this industry and mapped against O*NET Database 30.0 task-level automation probabilities. This positions BRIGHT HORIZONS FAMILY SOLUTIONS INC. at rank #1142 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 Ophthalmologists, except pediatric 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 BRIGHT HORIZONS FAMILY SOLUTIONS INC.'s labor footprint.
Estimated Workforce Occupation Mix
Based on BLS industry-occupation employment distributions for Services-Child Day Care Services. AI exposure scores from O*NET Database 30.0.
| Occupation | Est. Workforce Share | AI Exposure |
|---|---|---|
| Ophthalmologists, except pediatric SOC 29-1241 | | |
| Psychiatric aides SOC 31-1133 | | |
| Shipping, receiving, and inventory clerks SOC 43-5071 | | |
| Counselors, all other SOC 21-1019 | | |
| Funeral home managers SOC 11-9171 | | |
| Gambling service workers, all other SOC 39-3019 | | |
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Frequently Asked Questions
What is BRIGHT HORIZONS FAMILY SOLUTIONS INC.'s AI risk grade?
BRIGHT HORIZONS FAMILY SOLUTIONS INC. (BFAM) has an AI risk grade of B with a score of 39.2% — below-average risk (35–42%). Companies in Services-Child Day Care Services 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 8351: Services-Child Day Care Services), 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 BRIGHT HORIZONS FAMILY SOLUTIONS INC. face the most AI risk?
Based on the industry occupation mix, key roles at BRIGHT HORIZONS FAMILY SOLUTIONS INC. include: Ophthalmologists, except pediatric (28% AI exposure), Psychiatric aides (36% AI exposure), Shipping, receiving, and inventory clerks (60% AI exposure). These represent the largest estimated workforce shares.
How many employees does BRIGHT HORIZONS FAMILY SOLUTIONS INC. have?
BRIGHT HORIZONS FAMILY SOLUTIONS INC.'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 BRIGHT HORIZONS FAMILY SOLUTIONS INC. had layoffs?
WARN Act layoff notices and workforce reduction history for BRIGHT HORIZONS FAMILY SOLUTIONS INC. 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 BRIGHT HORIZONS FAMILY SOLUTIONS INC. in?
BRIGHT HORIZONS FAMILY SOLUTIONS INC. is classified under SIC code 8351 (Services-Child Day Care Services), which maps to NAICS sector 62. 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.