The opportunity
Our mission on the Advertising Product & Technology team is to build a next generation advertising platform that aligns with our unique value proposition for audio and video. We work to scale the user experience for hundreds of millions of fans and hundreds of thousands of advertisers.
What you'll do
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.
What they're looking for
- 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.
