The Machine Learning Engineer role at Optimove involves delivering medium-sized ML features to enhance the company's marketing technology platform. Key responsibilities include developing predictive models, operationalizing them as APIs, and collaborating with cross-functional teams to define new ML applications. Candidates should possess a strong educational background in relevant fields or equivalent experience, along with technical skills in Python, SQL, and ML tools.