From the Bureau of Labor Statistics: "All employees"

So I'll hazard a guess about a change in what part of those mining and logging industries hired: less manual workers and more office ones as they get consolidated into bigger conglomerates. But I may be wrong.

If I read this correctly: https://www.bls.gov/cps/cpsaat11.htm in 2018 you had

  - 2.6% women for logging workers
  - 5% for Mining machine operators