Description

You will develop and deploy machine learning models to optimize advertising functions, including inventory forecasting, pricing, targeting, and ad delivery.

Responsibilities

• Build and experiment with new algorithms and models from end-to-end through production rollout and continuous optimization.
• Develop scalable methods for large-scale data analysis and model development.
• Invent and iterate on solutions for complex advertising-related problems.
• Collaborate with engineering, program, and product management teams.
• Mentor team members and guide their technical development.

Required Skills

• 4+ years of experience in machine learning and statistics at leading internet companies.
• Proficiency in Python, Java, Scala, Spark, and SQL.
• Solid understanding of mathematics, statistics, and ML technologies.
• Experience building data-driven services and applications.
• MS or PhD in Computer Science or Electrical Engineering.

Preferred Skills

• Experience in digital video advertising or digital marketing.
• Knowledge of feature stores, audience segmentation, and MLOps.
• Hands-on experience with PyTorch, TensorFlow, Kubeflow, SageMaker, or Databricks.

Key Skills

Education

Any graduate