The Applied Scientist role at Wolt focuses on enhancing machine learning models that improve customer search and discovery experiences across multiple platforms. Responsibilities include designing and developing ML models, collaborating with cross-functional teams, and contributing to the Applied Science community. A minimum of 4 years of applied machine learning experience and proficiency in Python are required, along with a strong foundation in search technologies.