Lead Machine Learning Engineer
Launch PotatoSalary not specified
Full Time
Senior (5 to 8 years)
Lead Machine Learning Engineer - Ad Platforms at The Walt Disney Company
Santa Monica, California, United States
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Entertainment, Media, AdvertisingIndustries
Requirements
- Bachelors degree (MS or PhD preferred) in computer science or equivalent experience
- At least 7 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
- Passionate about understanding the ad business, applying advanced research to rele
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 team members and support their technical growth
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What will I be doing in this Lead Machine Learning Engineer role?
You will drive ground-breaking innovation by applying state-of-the-art AI and machine learning to enhance advertising aspects like inventory forecasting, ad experience, ad pacing, pricing, targeting, and efficient ad delivery. You will also invent and iterate novel solutions for complex ad challenges with fast turnaround.
What skills and experience are required for this position?
The role requires experience in crafting implementations for machine learning technologies or data-driven algorithms, particularly for prediction or optimization engines in addressable ad platforms. You should be proactive and innovative in these domains.
What is the salary or compensation for this role?
This information is not specified in the job description.
Is this position remote or does it require office work?
This information is not specified in the job description.
What is the company culture like at Disney's Ad Platforms team?
The team consists of Storytellers and Innovators, Creators and Builders, Entertainers and Engineers, focusing on marrying technology with creativity to build world-class products. It is a strong cross-domain team delivering end-to-end solutions for machine learning and data science, emphasizing innovation, scale, and impact.
The Walt Disney Company
Leading producers & providers of entertainment and information
About The Walt Disney Company
N/AHeadquarters
1923Year Founded
N/ACompany Stage
10,001+Employees
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