5+ years of experience in software engineering, specifically building and delivering data science, machine learning, or data analytics solutions in products at scale Proficient in one or more programming languages, such as Python, R, or Scala Experience with machine learning frameworks and libraries, such as TensorFlow, PyTorch, or Scikit-learn Experience with cloud platforms and services, such as AWS, Azure, or GCP