Changing careers at 17 years into a job, is it realistic? (update)

My layoff made me rethink whether to stay in my field. I worked as a machine operator before this. I have good customer skills and I am comfortable with spreadsheets. Did you take a pay cut?

I began with informational chats, then a short online course, then a related entry-level role. It took about 2 months.