Marketing Data Scientist, Reality Labs
Los Angeles, CA | Menlo Park, CA | Burlingame, CA | New York City
- Build statistical models and develop advanced experimentation methods, such as synthetic control, to measure marketing’s impact globally, and across our suite of AR/VR products (e.g., Oculus, Portal, etc.)
- Build time series, forecasting models to predict AR/VR growth and set the right growth goals develop frameworks to implement marketing attribution models
- Develop machine learning models and optimization methods to improve marketing performance and maximize AR/VR product growth
- Collaborate with our marketing, product, and engineering teams to identify insights and guide new product and growth ideas
- MS in a quantitative field such as statistics, economics, math, or equivalent work experience + BS
- 5+ years experience in the data science field at a tech company with large data sets
- Experience in statistical modeling, econometrics modeling, and machine learning
- Experience in causal inference and advanced experimentation methods, such as synthetic control
- Experience in querying and manipulating large data sets
- Experience in building models in Python or R
- Communication skills and stakeholder management. Knowledge to translate quantitative findings into actionable insights and influence business decisions
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Experience in languages and frameworks used to productionalize data science algorithms or modules, such as Python, PyTorch, MLOps systems, and data pipeline orchestrators
- Experience in implementing and maintaining a microservice and creating new DS tools
- PhD in a quantitative field such as statistics, economics, math
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: Causal inference Computer Science Econometrics Economics Engineering Machine Learning Mathematics ML models MLOps PhD Physics Python PyTorch R Research Statistical modeling Statistics VR
Perks/benefits: Career development Equity Flex vacation Health care Salary bonus
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