Ok, I totally know this is a thread about how we came about our DVC, but please, if any of you actuaries/statisticians have any advice for a college freshmen (my DS) who is majoring in statistics, please pass along. He's doing this in hopes of being an actuary, but worried about AI, job market, etc....anyone?
Statistics is an excellent field to be in. Our world is awash in data and not enough people to turn it into actionable information. AI is great, but as the Statistician George Box so eloquently said "all models are wrong, but some are useful". We deal in probabilistic determination in things that we do every day. For instance, you determine the time you leave your house to go to work based on how likely it is that you will be on time and that time will be different for different people based on their tolerance for variability (i.e., their "risk" tolerance).
Statistics is the study of how to make decisions in the face of uncertainty, which brings the unique perspective that when you make decisions, not only can you be wrong, you expect to be wrong at least a certain percentage of the time.
In a past role, I did healthcare analytics. The way I tried to explain how some of the models worked went as follows:
Boss: This is terrible, only 10% of the items you've identified are problems!
Me: This is great, when you were just looking at things randomly, you were only finding issues 1% of the time. I've increased your ability to detect issues tenfold!
So, it's all perspective, but the main thing is to learn methodologies to let your data tell a story, realizing that you are only as good as the data you have and that it can (and will) change, so you constantly need to be updating your methods. However, that is a good thing for job security
Hope this helps!