Question 1

Is Numerical and material recording clerks a safe career in Poland?

Accepted Answer

Based on our analysis of government hiring data, wage trends, employment levels, and AI exposure, Numerical and material recording clerks currently shows high-level risk in Poland with a score of 70.8 out of 100. Multiple warning signals suggest this career path faces significant challenges ahead.

Question 2

Will AI replace Numerical and material recording clerks?

Accepted Answer

Our data shows Numerical and material recording clerks has an AI replacement risk of 70%, which is high. Many of the core tasks in this role can potentially be automated by current or near-future AI systems. This doesn't mean the job will disappear overnight, but the nature of the work is likely to change significantly.

Question 3

What is the job outlook for Numerical and material recording clerks?

Accepted Answer

The outlook for Numerical and material recording clerks in Poland is mixed. With a risk score of 70.8/100, some indicators are positive while others show weakness. We update these scores monthly as new government data becomes available.

Question 4

How is the risk score for Numerical and material recording clerks 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.