Spotify is seeking a Senior Machine Learning Engineer to join their Advertising Product & Technology team, focusing on optimizing ad experiences through machine learning. The role involves designing ML systems, analyzing user behavior, and collaborating with cross-functional teams to enhance the advertising platform.
Responsibilities:
- Design and implement machine learning systems for ad performance optimization
- Research and apply ML optimization strategies to balance multiple objectives effectively
- Analyze data and use machine learning techniques to understand user behavior and improve ad experiences
- Collaborate with backend engineers, data scientists, data engineers, and product managers to establish baselines, inform product decisions, and develop new technologies
Requirements:
- You have professional experience in applied machine learning
- You have strong technical expertise in software engineering, data analysis, and machine learning
- You are proficient in programming languages such as Python, Java, or Scala
- Experienced in Tensorflow or PyTorch and working with various aspects of the ML lifecycle
- You have expertise in developing data pipelines using tools like Apache Beam or Spark
- As a plus, you may have experience with any of the following - LLMs, Ray, Adtech, or Recommender Systems