Senior Machine Learning Scientist Ads Marketplace Optimization
Senior Machine Learning Scientist Ads Marketplace Optimization
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Salary Not Disclosed
1 Vacancy
Job Description
- 10 years of experience working in online advertising and marketplace design
- Domain expert in ads auction design budget and bid optimization is a must
- Experience in auction theory mechanism design optimization statistics machine learning quantitative methods control systems or reinforcement learning
- Ability to apply and implement research concepts ultimately in production quality code
- Experience defining clear testable research hypotheses including intended impact on the business
- Deep knowledge of design of experiments online experimentation approaches preferably at scale
- Ability to formulate and advocate for R&D objectives and results to cross-functional team members including executive business leadership and product management
- Experience contributing and/or reviewing research for top conferences and publications
- Deep fluency in Java or Python
- Experience with Spark Hadoop or other distributed frameworks
- MS in Economics Operations Research Machine Learning Statistics Control Theory Forecasting Optimization Reinforcement Learning or related field with experience building production systems or have equivalent experience working with large data science / machine learning projects in industry
- PhD in Economics Operations Research Machine Learning Statistics Control Theory Forecasting Optimization Reinforcement Learning or related field with experience building production systems or have equivalent experience working with large data science / machine learning projects in industry
Required Experience:
Senior IC
Employment Type
Full-Time
