Air, for most flows in question (specifically, as long as the Mach number is less than 0.3), is incompressible. Water is also incompressible. (Note: I realize that air and even water do, in fact, have compressibility, but in the context of fluid flows, air is often and water is almost always incompressible.)
Of course this is a matter of momentum transport from the water to the ball, as that is essentially the definition of force. There is always a question of mechanism, though, and in fluids, it's rarely simple. In an example like this one, it seems dominated by the rotation of the ball. The jet gets the ball spinning, which redirects the water. The jet would tend to push the ball up and away from the jet, but when the ball is spinning and redirects water in the direction the ball would ordinarily move, the force exerted to bend the water (and redirect its momentum) has an equal and opposite pair that will tend to push the ball back toward the jet (in addition to holding it up against gravity.
1 atm (give or take, depending on where it was filmed).
It's hard to say exactly since the ball is also rotating. If you assume the water all starts with the same velocity and pressure before it hits the ball, then I am sure the water's interaction with the ball will cause various velocity gradients. That said, they are probably not all generated conservatively, which means that I still wouldn't trust Bernoulli's equation. I am sure there is some degree of pressure gradient radially away from the ball, but it's a complicated flow field.
When the flow first hits the ball, it's a highly viscous problem that causes it to start spinning. Once it reaches a quasi-steady state, I imagine the ball spins with the same tangential velocity as the flow and viscosity is probably no longer dominant. At that point, the dominant forces are probably a pressure gradient tending to hold the water against the ball and the centrifugal force tending to try to rip the water away from the ball. Surface adhesion and surface tension are probably also important.
So... it's complicated.