Introduction: As companies increasingly adopt data-driven strategies, the demand for machine learning professionals has surged across sectors—from tech startups to finance, healthcare, and retail. But landing a job in this exciting field takes more than just building a few models or finishing a course. Recruiters and hiring managers evaluate c