New Delhi [India], June 16: The title “AI Engineer” has proliferated across job postings faster than any consistent definition of what it means has emerged. Sometimes it describes someone building ML models from scratch. Sometimes it describes a software engineer integrating LLM APIs into applications. Sometimes it is used interchangeably with data scientist. This inconsistency leads professionals to build toward the wrong skill set for the roles they are trying to reach.