In my opinion, unless if you need its ability to figure out when something should rebuild or potentially if you already use it, Make is not the right tool for the job. You should capture your pipeline jobs in scripts or similar, but Make just adds another language for developers to learn on top of everything. Make is not a simple script runner.

I maintained a Javascript project that used Make and it just turned into a mess. We simply changed all of our `make some-job` jobs into `./scripts/some-job.sh` and not only was the code much nicer, less experienced developers were suddenly more comfortable making changes to scripts. We didn't really need Make to figure out when to rebuild anything, all of our tools already had caching.