5+ years of experience in data science or related roles Strong focus on recommendation engines Expertise in Python and PySpark Proven experience in MLOps Solid understanding of machine learning algorithms, data structures, and statistical modeling techniques Experience designing and deploying recommendation engines at scale Experience with cloud platforms (AWS, Azure, GCP) is a plus Strong communication skills Leadership experience in guiding and mentoring a team 6+ years of experience in data science Hands-on work with Generative AI Leadership in team development