The Machine Learning Engineer role at Bjak involves building and enhancing machine learning systems that drive AI-native applications. Key responsibilities include developing ML models for classification, ranking, and personalization, and optimizing their performance for real-world applications. Candidates should have a solid foundation in machine learning and experience with production ML models.