Question 1

Is Other Educational Instruction and Library Occupations a safe career in United States?

Accepted Answer

Other Educational Instruction and Library Occupations currently shows low-level risk in United States with a score of 40.6 out of 100. While no job is completely immune to change, the current data suggests this career path is relatively stable.

Question 2

Will AI replace Other Educational Instruction and Library Occupations?

Accepted Answer

Other Educational Instruction and Library Occupations has a low AI replacement risk of 5%. Most tasks in this role require skills that are difficult for AI to replicate, such as physical dexterity, creative judgment, or complex interpersonal interactions.

Question 3

What is the job outlook for Other Educational Instruction and Library Occupations?

Accepted Answer

The outlook for Other Educational Instruction and Library Occupations in United States looks positive. With a risk score of only 40.6/100, hiring and wage data suggest stable or growing demand for this role.

Question 4

How is the risk score for Other Educational Instruction and Library Occupations calculated?

Accepted Answer

The risk score combines four data points from official government sources: hiring/job opening trends, wage changes, employment levels, and AI automation exposure. Each factor is weighted based on data availability and combined into a 0-100 score. Scores are updated monthly when new data is released by agencies like BLS, ONS, Statistics Canada, and ABS.