Actuary here: only 5% of billable-hours go into the concept of the math and probability behind setting appropriate price.

95% of the work involves translating the messiness of real-world into the model-based world. This is the type of thing that's obliviously difficult to automate: e.g. more difficult to build a robot-nurse than a robot-surgeon.

Yes, as I was following this subthread, I imagined that an actuary's real job was to recognize and model things to be insured or otherwise predicted. The math is just the executive summary.

As a software engineer, you probably imagine that I spend most of my time programming.

I personally see a lot of potential for automation, -just tonight I was out working for a non-profit that saves a lot of hassle because I learned them a few Excel tricks back in 2012.

Another place I was paid for less than 20 hours and it shaved two hours of preparations for the run of a machine, meaning they could keep it for several years more.

Actuaries are exceptionally well trained professionals who use incredibly sophisticated automation. They do not need help with Excel macros.