Did it come with check weights?
Set the pointer on the end of the beam at the Zero mark on the pedestal and weigh a good quality bullet, new from the box
Your beam should have two sliding weights to adjust the weight you want to measure.
Slide them to the appropriate measurement and place the bullet into the little pan that you put the powder in.
You should probably do this with at least ten different bullets as they can vary 2/10 or more grains from bullet to bullet.
If that's all the variation in weight you're getting, the scale is doing its job.
To get the beam pointer on zero, without weight, the scale needs to be on a level surface and by adusting the small screw under the scale pedestal and with the weights on ZERO adjust the height until the pointer is on ZERO
That’s exactly what I do, using 3-4 bullet weights such as 52, 100, 165
Never had any issues
The way the design is (fixed location for knife edges and fixed notches location on the beam) you can't really recalibrate imo.
On most you can change the weight inside the pan hanger but that is to make sure the needle points to zero with nothing in the pan.
I have used several - still use a Hornady one - all come with a little screw thread and nuts on right hand side of the beam - allows the pointer to be "calibrated" - also a great thing to get knocked off it's setting without knowing, if you do not know what it does.
Have used so long, do not exactly remember where my process comes from. Empty pan on shelf at eye level - use the screw though the base to get pointer at exactly "0". Then a precisely known check weight into the pan - I use a 55 grain bullet - have used the same one for years. Set the beam weights to 55 grains, set that bullet in the pan, and use those little nuts on right end, in or out as needed, to get the pointer exactly at "0" again. I might be doing it wrong.
EDIT: rest of story - if nuts had to be adjusted, have to go back to empty pan and re-check that empty "0" again - same screw through the base. Again with the nuts and the 55 grain bullet in the pan - re-set to "0" again, if necessary - back and forth to get both times reading "0" - learn to "NOT" brush against those nuts when tickling!!! For me - must read "0" when pan is empty, must also read "0" when weights on beam set at 55 grains and that "test bullet" is in the pan. Do not know if that test bullet is precisely 55 grains, but seems to get that scale to read exactly the same number each time I use it. That bullet also shows as 55.0 grains on the Lyman 1200 DPS 3 machine.
Beam balances are great, but they can be very slow.
Digital, electronic load cell, scales are much quicker to settle down. This isn't important if you're only loading a box of ammo but if you're anal about powder charges, because it makes a difference to your rifle, then the digital scales really shine.
A lot of people depend on their powder measures when loading large numbers of cartridges, to save time and only weigh every tenth round to make sure the volume in the hopper isn't affecting the charge.
For most cartridges larger than the 223Rem, a tenth of a grain won't make a bit of difference pressure/velocity/accuracy wise.
Beam balances can be extremely accurate, digital scales usually only measure to the nearest tenth of a grain.
I'm anal when it comes to weighing powder charges. I use the measure to throw a charge into the scale pan, put the pan onto the scale and use a manual trickle charger to top up the charge.
Some of the cheaper digital scales will have issues in repeatability, depending on where the charge pan is located on the scale platform. This isn't an issue with beam balances but off level can give an erroneous indication. They're also more susceptible to breezes.
The digital auto chargers are very nice but they are so darned slow.
Maybe the new ones are better?
A Lyman weight verification kit removes most anxiety from powder measuring concerns.