Question 1

Is Administrative and managerial workers a safe career in Japan?

Accepted Answer

Administrative and managerial workers currently shows low-level risk in Japan with a score of 40.5 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 Administrative and managerial workers?

Accepted Answer

Administrative and managerial workers has a moderate AI replacement risk of 35%. Some tasks in this role can be automated, but many still require human judgment, physical presence, or interpersonal skills that AI can't easily replicate.

Question 3

What is the job outlook for Administrative and managerial workers?

Accepted Answer

The outlook for Administrative and managerial workers in Japan looks positive. With a risk score of only 40.5/100, hiring and wage data suggest stable or growing demand for this role.

Question 4

How is the risk score for Administrative and managerial workers 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.