Low AI Risk (below 35%)
Industry occupation-mix grade — shared by every Crude Petroleum & Natural Gas employer tracked
Magnolia Oil & Gas Corp
Workforce AI-exposure profile for Magnolia Oil & Gas Corp: industry grade A (33.5/100), plus SEC headcount and BLS occupation mix.
Weighted average O*NET AI exposure score for this industry's occupation mix
Magnolia Oil & Gas Corp's workforce carries a grade A AI-risk profile (33.5% weighted exposure), 8.4 points below the 41.9% average across 1,965 tracked employers. That is a relatively AI-resilient occupation mix among the industries tracked here; it describes the industry, not this company's own staffing.
Where Magnolia Oil & Gas Corp sits among tracked employers
Industry occupation-mix AI exposure across the 1,965 public employers tracked. The marker is Crude Petroleum & Natural Gas's value, which every employer we track in that sector shares — it is not a measurement of Magnolia Oil & Gas Corp specifically.
Where Magnolia Oil & Gas Corp's industry AI exposure sits
Industry occupation-mix AI exposure across tracked public employers
33.5% Among the lowest lower than 92% of 1,965 employers
Employers, banded by industry AI-exposure mix
Each bar is a band; taller bars hold more employers. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.
Source O*NET / PlainWorkforce employer industry mix · 2026-05-15
AI Displacement Risk Analysis
Companies in Crude Petroleum & Natural Gas sit in the lowest industry AI-exposure band we track. The mix leans on physical labor, complex manual skill, or high-touch services that AI does not easily replace.
Industry exposure standing
Signature: 33.5/100 (grade A) · industry AI-exposure score (corpus extremity among disclosed peers)
As of May 2026, Magnolia Oil & Gas Corp sits near the middle on both disclosed headcount and three-year change. Industry grade A (33.5/100) is shared by every tracked employer in Crude Petroleum & Natural Gas. As of May 2026, Magnolia Oil & Gas Corp (MGY) has no XBRL headcount on file. Industry grade A (33.5/100) from Crude Petroleum & Natural Gas is the primary measurable signal here.
SIC 1311 · NAICS 21 · 6 estimated roles; largest share Helpers--painters, paperhangers, plasterers, and stucco masons · sources SEC EDGAR · O*NET 30.0 · BLS industry-occupation distributions.
Estimated Workforce Occupation Mix (Industry Average)
Magnolia Oil & Gas Corp does not publish its own occupation breakdown, so this reflects the typical occupation mix for other employers in Crude Petroleum & Natural Gas (BLS industry-occupation employment distributions), not company-specific data. AI exposure scores from O*NET Database 30.0.
| Occupation | Est. Workforce Share | AI Exposure |
|---|---|---|
| Helpers--painters, paperhangers, plasterers, and stucco masons SOC 47-3014 | | |
| Security and fire alarm systems installers SOC 49-2098 | | |
| Molders, shapers, and casters, except metal and plastic SOC 51-9195 | | |
| Civil engineering technologists and technicians SOC 17-3022 | | |
| Funeral home managers SOC 11-9171 | | |
| Shipping, receiving, and inventory clerks SOC 43-5071 | | |
For building automation-resistant skills around lower-exposure mixes, see how to future-proof a career against AI.
Frequently Asked Questions
What is the AI risk grade for Magnolia Oil & Gas Corp's industry?
Magnolia Oil & Gas Corp (MGY) maps to Crude Petroleum & Natural Gas, whose occupation mix is in the lower third of industry AI exposure here (grade A, 33.5/100). The grade is sector-shared, not a company staffing measurement. Companies in Crude Petroleum & Natural Gas sit in the lowest industry AI-exposure band we track. The mix leans on physical labor, complex manual skill, or high-touch services that AI does not easily replace.
How is the AI risk score calculated?
The score uses the company's primary industry (SIC 1311: Crude Petroleum & Natural Gas), mapped to BLS occupational employment shares. Each occupation gets an O*NET task-level AI exposure weight; the industry mix is the weighted average. 0 = no exposure; 100 = maximum.
Which occupations at Magnolia Oil & Gas Corp face the most AI risk?
Even with a lower industry grade, the largest estimated shares still matter: Helpers--painters, paperhangers, plasterers, and stucco masons (26% AI exposure); Security and fire alarm systems installers (26% AI exposure); Molders, shapers, and casters, except metal and plastic (34% AI exposure). They come from BLS industry-occupation distributions, not a company filing.
How many employees does Magnolia Oil & Gas Corp have?
Magnolia Oil & Gas Corp does not disclose employee count in recent XBRL filings. Check the latest 10-K or annual report for a current figure.
Has Magnolia Oil & Gas Corp had layoffs?
WARN Act layoff notices for Magnolia Oil & Gas Corp are published by state labor agencies and the U.S. Department of Labor when a covered mass layoff hits the 100-worker threshold. Many quieter workforce changes never appear in WARN.
What industry is Magnolia Oil & Gas Corp in?
Magnolia Oil & Gas Corp is classified under SIC 1311 (Crude Petroleum & Natural Gas), mapping to NAICS sector 21. That classification selects the BLS occupation mix behind the AI exposure grade.
What to do with this
Use Magnolia Oil & Gas Corp's risk profile above to plan next steps, not just react to the grade.
- Compare this employer against another company on AI risk, headcount, and trend using the interactive tool. Workforce comparison tool
- This employer skews toward lower-exposure occupations, see how to build automation-resistant skills. Future-proof careers
- See how every tracked employer ranks nationwide by AI displacement risk. Employer AI risk rankings
AI risk scores are estimates based on industry-level occupation distributions and may not reflect individual employer hiring practices; this is not financial advice.
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.