Below-Average Risk (35–42%)
Rank #1112 of all employers
TAL Education Group
Workforce AI-exposure profile for TAL Education Group - risk grade, employee trend, and occupation mix estimated from BLS industry-occupation distributions and SEC filings.
Weighted average O*NET AI exposure score for this industry's occupation mix
TAL Education Group's workforce carries a grade B AI-risk profile (39.9% weighted exposure), 2.0 points below the 41.9% average across 1,965 tracked employers. That is broadly in line with the 1,965-employer field.
Where TAL Education Group sits among tracked employers
Weighted workforce AI-exposure across 1,965 public employers. TAL Education Group is marked in rose.
TAL Education Group has ai exposure of 39.9%. Distribution: 38 employers at 30-33%; 121 employers at 33-35%; 285 employers at 35-38%; 410 employers at 38-40%; 308 employers at 40-43%; 0 employers at 43-45%; 403 employers at 45-48%; 89 employers at 48-50%; 311 employers at 50-53%; 0 employers at 53-55%.
AI Displacement Risk Analysis
Companies in Services-Educational 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
As of May 2026, TAL Education Group (TAL) operates in Services-Educational Services under SIC 8200, mapping to NAICS sector 61. The company carries an AI displacement risk grade of B with a weighted exposure score of 39.9%, derived from the occupation mix typical to this industry and mapped against O*NET Database 30.0 task-level automation probabilities. This positions TAL Education Group at rank #1112 among all public employers tracked by PlainWorkforce.
Workforce size is not disclosed in recent SEC filings. The estimated occupation mix includes 5 distinct roles drawn from BLS industry-occupation employment distributions, with Instructional coordinators representing the largest share.
Why the Grade B signal matters
For workers and investors, this grade 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 TAL Education Group's labor footprint.
Estimated Workforce Occupation Mix (Industry Average)
TAL Education Group does not publish its own occupation breakdown, so this reflects the typical occupation mix for other employers in Services-Educational Services (BLS industry-occupation employment distributions), not company-specific data. AI exposure scores from O*NET Database 30.0.
| Occupation | Est. Workforce Share | AI Exposure |
|---|---|---|
| Instructional coordinators SOC 25-9031 | | |
| Shipping, receiving, and inventory clerks SOC 43-5071 | | |
| Funeral home managers SOC 11-9171 | | |
| Counselors, all other SOC 21-1019 | | |
| First-line supervisors of landscaping, lawn service, and groundskeeping workers SOC 37-1012 | | |
Career Guides
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Frequently Asked Questions
What is TAL Education Group's AI risk grade?
TAL Education Group (TAL) has an AI risk grade of B with a score of 39.9% - below-average risk (35–42%). Companies in Services-Educational 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 8200: Services-Educational 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 TAL Education Group face the most AI risk?
Based on the industry occupation mix, key roles at TAL Education Group include: Instructional coordinators (32% AI exposure), Shipping, receiving, and inventory clerks (60% AI exposure), Funeral home managers (38% AI exposure). These represent the largest estimated workforce shares.
How many employees does TAL Education Group have?
TAL Education Group'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 TAL Education Group had layoffs?
WARN Act layoff notices and workforce reduction history for TAL Education Group 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 TAL Education Group in?
TAL Education Group is classified under SIC code 8200 (Services-Educational Services), which maps to NAICS sector 61. 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.