Machine Learning Engineer

Job Description:

Required Skills:

Drive ground-breaking innovation and apply state of the art machine learning statistics or analytics in a variety of areas to boost Hulu and Disney in every aspect of advertising, including inventory forecasting, planning, pricing, targeting, decisioning, and efficient ad delivery.
Invent and iterate novel solutions to challenging ad related problems in fast turnaround.
Develop scalable and efficient methods for large scale data analysis and model development.
Build and experiment brand new algorithms and models e2e throughout production rollout and continuous optimization.
Collaborate with engineering teams, program managers, and product managers in an open, and creative environment.
MS or PhD in computer science or EE.
4+ years of working experience on machine learning, and statistics in leading internet companies. Experience in the advertising domain is preferred.
Solid understanding on ML technologies, mathematics and statistics.
Proficient with Java, Python, Scala, Spark, SQL, large scale ML/DL platforms and processing tech stack.
Passion to understand the ad business and apply accurate research study according to the business scenario, and seek innovation opportunities to enhance business effectiveness.
Passion for technology, open to interdisciplinary work, and experience in building data-driven services and applications.
Proven track record of thriving in a fast-paced, data-driven, collaborative and iterative applied research environment is required.
Mentor team members and guide their technical development.
Nice To Have:

Experience in digital video advertising or digital marketing domain.
Experience with feature store, audience segmentation and MLOps.
Experience with PyTorch, TensorFlow, Kubeflow, Sagemaker or Databricks.