77
/100

SOC 43-4121

Library Assistants, Clerical

High RiskFrey/Osborne: 95.0%

Risk Score

⚠️

77/100

High Risk

US Employment

👥

80,070

Total workers

Median Wage

💰

$36K

$25K – $53K

Projected Growth

📈

-6.7%

2023-2033 (BLS)

GenAI Exposure

🤖

84/100

High exposure

How we calculate these numbers →

💡 Library Assistants, Clerical face a risk score of 77/100 — 33 points above the national average of 44. With 84/100 GenAI exposure, this occupation faces significant pressure from AI tools despite weak projected growth. See our methodology →

💡 Workers in this field earn $36K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →

🔍 AI Impact Analysis

With a risk score of 77/100, Library Assistants, Clerical faces significant automation pressure. Key threats include large language model automation of analysis tasks and generative ai producing marketing and creative copy. The 80,070 Americans in this role should actively develop skills in exercising discretion in ambiguous administrative decisions and handling confidential and politically sensitive information to remain competitive. Workers who proactively adapt will find new opportunities even as traditional tasks are automated.

Will AI Replace Library Assistants, Clerical?

Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →

⚠️ Top Risk Factors

1

Large language model automation of analysis tasks

2

Generative AI producing marketing and creative copy

3

AI-powered research and literature review tools

4

Intelligent document processing and OCR automation

5

Chatbot displacement of customer-facing interactions

🛡️ Tasks Safe from Automation

Exercising discretion in ambiguous administrative decisions

Handling confidential and politically sensitive information

Building trust-based relationships with executives

📊 vs National Average

Median Wage$36K
$-10K

National avg: $46K

Risk Score77/100
+33

National avg: 44/100

GenAI Exposure84/100
+46

National avg: 38/100

Projected Growth-6.7%
-10.4%

National avg: 3.7%

🔄 Career Transition Paths

OccupationRiskWageOverlap
Supervisors of Office and Administrative Support Workers23$66K78%
Education Administrators, All Other21$89K57%
Advertising, Marketing, Promotions, Public Relations, and Sales Managers16$145K52%