These people are hard to find...but you can (as I have) try to emulate them. I can suggest some books...I started with Edward Tufte's. Beautiful diagrams...and why they are beautiful. You can also look into the various "Napkin Books" from Dan Roam.
When I find a particularly amazing diagram, I keep a copy of it for reference. It helps me structure ideas and how I will communicate them to my leadership or my team. You can, with care, put an awful lot of data on a single page.
Again, make a lot of diagrams. If a concept, workflow, procedure, etc moves from unknown to known (mechanism by which this happens is not important) , draw the picture and send it out. If it never gets used again, at least you practiced the drawing and people know you can do it. Develop a style. A color palette. Certain styles of arrows. The list goes on.
Tooling: I love Visio. Damn, it's a fun tool. There are a few web-based tools... Omnigraffle, Lucidchart... not as good. At least for me. You can bang stuff out fast in Powerpoint, too. I keep a big pile of templates that I have massed over the years. Never used photoshop...not even once. Although, I keep inkscape and gimp around if I have to muck with actual images...but I really try to avoid that.