B

Below-Average Risk (35–42%)

Industry occupation-mix grade — shared by every Pharmaceutical Preparations employer tracked

BLS + SEC data Pharmaceutical Preparations Industry AI-risk grade B

Genmab A/S

Workforce AI-exposure profile for Genmab A/S: industry grade B (36.9/100), plus SEC headcount and BLS occupation mix.

GMAB Pharmaceutical Preparations SIC 2834
Industry AI Displacement Exposure
36.9/100 B

Weighted average O*NET AI exposure score for this industry's occupation mix

Workforce Size
N/A
Not reported in XBRL filings
Industry Classification
Pharmaceutical Preparations
SIC Code: 2834
NAICS Sector: 31-32
The verdict

Genmab A/S's workforce carries a grade B AI-risk profile (36.9% weighted exposure), 5.0 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.

36.9%
AI exposure
B
Risk grade
31-32
NAICS sector the grade comes from

Where Genmab A/S sits among tracked employers

Industry occupation-mix AI exposure across the 1,965 public employers tracked. The marker is Pharmaceutical Preparations's value, which every employer we track in that sector shares — it is not a measurement of Genmab A/S specifically.

Where Genmab A/S's industry AI exposure sits

Industry occupation-mix AI exposure across tracked public employers

36.9% Among the lowest lower than 77% 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 Pharmaceutical Preparations sit below the typical industry AI-exposure band. Most roles still need dexterity, interpersonal skill, or on-site presence that current AI systems struggle with.

A
B
C
D
F

Industry exposure standing

Signature: 36.9/100 (grade B) · industry AI-exposure score (corpus extremity among disclosed peers)

As of May 2026, Genmab A/S sits near the middle on both disclosed headcount and three-year change. Industry grade B (36.9/100) is shared by every tracked employer in Pharmaceutical Preparations. As of May 2026, Genmab A/S (GMAB) has no XBRL headcount on file. Industry grade B (36.9/100) from Pharmaceutical Preparations is the primary measurable signal here.

SIC 2834 · NAICS 31-32 · 6 estimated roles; largest share Molders, shapers, and casters, except metal and plastic · sources SEC EDGAR · O*NET 30.0 · BLS industry-occupation distributions.

Estimated Workforce Occupation Mix (Industry Average)

Genmab A/S does not publish its own occupation breakdown, so this reflects the typical occupation mix for other employers in Pharmaceutical Preparations (BLS industry-occupation employment distributions), not company-specific data. 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
50%
34%
Security and fire alarm systems installers
SOC 49-2098
15%
26%
Gas compressor and gas pumping station operators
SOC 53-7071
12%
38%
Shipping, receiving, and inventory clerks
SOC 43-5071
10%
60%
Funeral home managers
SOC 11-9171
8%
38%
First-line supervisors of retail sales workers
SOC 41-1011
5%
45%

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 Genmab A/S's industry?

Genmab A/S (GMAB) maps to Pharmaceutical Preparations, whose occupation mix is in the lower third of industry AI exposure here (grade B, 36.9/100). The grade is sector-shared, not a company staffing measurement. Companies in Pharmaceutical Preparations sit below the typical industry AI-exposure band. Most roles still need dexterity, interpersonal skill, or on-site presence that current AI systems struggle with.

How is the AI risk score calculated?

The score uses the company's primary industry (SIC 2834: Pharmaceutical Preparations), 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 Genmab A/S face the most AI risk?

Even with a lower industry grade, the largest estimated shares still matter: Molders, shapers, and casters, except metal and plastic (34% AI exposure); Security and fire alarm systems installers (26% AI exposure); Gas compressor and gas pumping station operators (38% AI exposure). They come from BLS industry-occupation distributions, not a company filing.

How many employees does Genmab A/S have?

Genmab A/S does not disclose employee count in recent XBRL filings. Check the latest 10-K or annual report for a current figure.

Has Genmab A/S had layoffs?

WARN Act layoff notices for Genmab A/S 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 Genmab A/S in?

Genmab A/S is classified under SIC 2834 (Pharmaceutical Preparations), mapping to NAICS sector 31-32. That classification selects the BLS occupation mix behind the AI exposure grade.

What to do with this

Use Genmab A/S's risk profile above to plan next steps, not just react to the grade.

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.

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce