In the Bible, God does indeed call people—some people, at least—to particular work, and gives all people various kinds of guidance for their work. We will explore biblical accounts of these “calls” in depth. Although scripture seldom actually uses the word “call” to describe God’s guidance to jobs, occupations, or tasks, these occurrences in the Bible do correspond to what we usually mean by a vocational “calling.” So, as a preliminary answer, we can say “yes,” God does lead people to particular jobs, occupations, and types of work.
This excerpt from Theology of Work Calling and Vocation: Overview explains that our Vocation and our Calling are not necessarily the same thing.