Based off of my experience with lucky bamboo in my tanks I’d say yes but you can’t completely submerge it or else it will slowly die. What you want to do is position it in the tank so that the leaves are out of the tank, a job would be a good place for it to go given it’s small size. The sad part is that since the stalk has been cut it won’t be getting any bigger, only the stems will get bigger. If you are set on having a whole bamboo stalk in the tank then I would get an uncut stalk, they typically sell them in weird displays such as when they’re bent into a heart or twisted around each other and sometimes you can find a single or a few stalks together that haven’t been cut for sale. It would take about a year for a small piece of bamboo that’s uncut to grow big enough to not be at risk of rotting in the tank. I can show you my bamboo if you wish?