Key skills
PythonJavaScalaMachine LearningMLPyTorchTensorFlowSparkPerformance Optimization
About this role
Spotify is a company that focuses on building a next generation advertising platform for audio and video. They are seeking a Senior Machine Learning Engineer to join their Supply Personalization squad, where the main purpose is to optimize ad loads for users through data analysis and machine learning.
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:
- Professional experience in applied machine learning
- Strong technical expertise in software engineering, data analysis, and machine learning
- Proficient in programming languages such as Python, Java, or Scala
- Experienced in Tensorflow or PyTorch and working with various aspects of the ML lifecycle
- Expertise in developing data pipelines using tools like Apache Beam or Spark
- Experience with LLMs
- Experience with Ray
- Experience in Adtech
- Experience with Recommender Systems