Machine Learning Engineer for Ads Systems
2 days ago
About the Role: As a Senior Staff Machine Learning Engineer, you will be responsible for designing and developing large-scale machine learning models and systems to improve ad targeting, relevance, ranking, and engagement. You will work closely with our product and sales teams to design and implement new ad product features.
Key Responsibilities:
- Design features and build large-scale machine learning models and systems to improve ad targeting, relevance, ranking, and engagement
- Develop new techniques for automated mechanisms, e.g. automated bidding, query expansion etc. for improving advertising platform efficiency
- Develop new techniques for providing suggestions for advertisers to identify opportunities in the marketplace and improve their return on investments
- Architect our machine learning platform at internet scale
- Effectively lead projects across teams and mentor junior developers
- Work with product and sales teams to design and implement new ad product features
What You Will Do:
You will be responsible for innovating and building ad serving systems specific to offsite advertising on ad exchanges and publisher networks. This includes designing features and building large-scale machine learning models and systems to improve ad targeting, relevance, ranking, and engagement.
Requirements:
- 8+ years of industry software engineering experience in machine learning, statistics, information retrieval
- Deep knowledge in machine learning, deep learning, and statistical modeling
- Excellent communicator, both to technical and business audiences
- Strong problem-solving skills
- Self-starter and innovator who likes to solve complex problems
- Proven track record of taking ownership and successfully delivering results
- Ability to deal with ambiguity in business and technology
- Ability to work in multi-cultural, cross-functional teams
- Bachelor's degree in computer science, engineering, mathematics, physics, science or equivalent
Why Coupang?
Coupang is a leading e-commerce company in South Korea, with a growing advertising platform. We offer a competitive salary, benefits package, and opportunities for career growth and development.
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