Actually we can do it like this:

val tEnv = StreamTableEnvironment.create(env)
val tableConf = tEnv.getConfig.getConfiguration
tableConf.setString("pipeline.name", "MyJobName")

or using SET statement in SQL Cli:

-- setting the job name
SET 'pipeline.name' = 'MyJobName';