Senior Machine Learning Scientist Ads Marketplace Optimization
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Job Location:
Cupertino, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
In this role you are responsible for designing and building the next generation algorithms for core auction system that powers our advertising platform to drive optimal outcomes for advertisers users and our platform. You will have the opportunity to build the next generation solutions for marketplace optimization that enable driving optimal value for multiple stakeholders in the system. You will be a thought expert and a domain expert guiding teams for building the next generation solutions for marketplace optimization. You will work with a variety of cross functional business partners to set strategy and bring end-to-end solutions that scale as we grown. You will have the opportunity to apply your ability to move the state of the art techniques in a fast growing business that positively impacts publishers developers and Apple users at global scale.
- 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
Key Skills
- Laboratory Experience
- Mammalian Cell Culture
- Biochemistry
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Flow Cytometry
About Company
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