As skaters you learn the jumps in such order of their difficulty, it's been the "hierarchy" of jumps in skating for decades.... the tests are also constructed as such as you move up in the level of skating/competition.
The order of difficulty has always been consistent (even in 6.0), it's the range/scale that sometimes has people engaging in discussion and asking questions.
It's hard to explain/experience the varying difficulties without actually attempting the jumps yourself. Basically the take off, edging, edge quality, entry, body coordination, control, all play a large part.
Here's my lazy attempt of some explanation,
Walt Jump/Axel- you take off from a forward outside edge.
(you learn to skate forward before you skate backwards)
Salchow- beginners usually start out with a forward outside 3 turn as setup (back 3 alternative), but regardless of setup, it takes off from a back inside edge, and is an edge jump.
Toe Loop- forward inside 3 turn, or variation, then from a back outside edge. First jump being assisted with a toepick to polevault into the air.
Loop- edge jump involving both feet on the ice (hence can be more tricky than salchow), a slip on the takeoff is a common error. also involves both your hips to create the momentum in order for a successful takeoff and the necessary revolution(s).
Flip- inside edge, toe jump with the different foot's toepick from the toeloop.
Lutz- Going completely backwards before takeoff, requires a very secure backward outside edge, coordination from your whole body, ankle, knee, hip, core, shoulders, arms, (well pretty much all jumps requires this....)
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First you learn basic jumps- waltz jump, hops, half flip, single toe, salchow, etc.
Then you learn a little more advanced jumps- loop, flip, lutz, flip and a half, split jump, (wally).
and also small jump combinations, ie. waltz jump+loop, loop+loop, etc.
When you start competing you see jumps like single axels in (pre)-preliminary.
In Juvenile your first double jumps are likely to be toe-loops and salchows. The move from single jumps to double jumps is somewhat challenging with the exponential change in momentum and inertia, speed height, etc.
After master the axel/2T/2S, you move onto the other doubles to complete your Juvenile ranks.
Then to the novice ranks where you being a SP/LP, other non-jump difficult elements such as flying spin, deathdrop, etc. You begin you 2A training, and first triple jump- usually the jump you can get the most height on, for some it's the toe/Salc, others it may be the loop. If you can get any sort of consistency with triple jumps then you move onto Junior.
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wow that was a really messy post.... sigh

hwell:
For better understand of the advancement of jumps, really refer to the technical/test sheets of ISU, there are several different testing schemes internationally.