Senior Machine Learning Engineer – Ad Platforms
| Company | The Walt Disney Company |
|---|---|
| Location | Seattle, WA, USA, Santa Monica, CA, USA, San Francisco, CA, USA |
| Salary | $138900 – $203900 |
| Type | Full-Time |
| Degrees | Bachelor’s |
| Experience Level | Senior |
Requirements
- Bachelor’s in computer science or equivalent experience
- At least 5 years of working experience on large scale machine learning at leading internet companies. Experience in the advertising domain is preferred. Experience with forecasting algorithm is preferred.
- Strong knowledge of AI/ML technologies, mathematics and statistics.
- Proficient in Java, Python, Scala, large scale ML/DL platforms and processing tech stack.
- A proven track record of thriving in a fast-paced, data-driven, and collaborative work environment is required.
Responsibilities
- Drive ground-breaking innovation and apply state of the art AI and machine learning in a variety of areas to enhance every aspect of advertising, including inventory forecasting, ad experience, ad pacing, pricing, targeting, and efficient ad delivery.
- Invent and iterate novel solutions for complex ad challenges with fast turnaround.
- Lead the ad algorithm architecture design and iteration of the advertising system.
- Develop scalable and efficient approaches for large scale data analysis and model development.
- Build and experiment new algorithms and models end-to-end, from production rollout to continuous optimization.
- Collaborate with engineering teams, product managers, and program managers in an open and creative environment.
- Mentor junior team members and support their technical growth.
Preferred Qualifications
- MS or PhD(preferred) in computer science or equivalent experience
- Experience in digital video advertising or digital marketing domain
- Experience with CTR/CVR model, generative AI, forecasting model.
- Experience with feature store, audience segmentation and MLOps
- Experience with Tensorflow, Kubeflow or Sagemaker