Do youneeds a cdl to drive a hazmat vehicle on private property?

Yes. Even though some states make exemptions to CDL laws on private property (and even though it actually puts them in conflict with the federal law, hazmat is another matter. If you have a hazmat spill, the law will come down on you like a ton of bricks for not having a CDL and hazmat endorsement.