Meta AR/VR Job | Marketing Data Scientist, Reality Labs
Job（岗位）: Marketing Data Scientist, Reality Labs
Type（岗位类型）: Analytics
Citys（岗位城市）: Los Angeles, CA
Date（发布日期）: 2024-3-12
Summary（岗位介绍）
The Meta Reality Labs Marketing data science team is responsible for developing world-class data science solutions to maximize AR/VR business growth. This role will work cross-functionally with marketing, product, engineering, and research teams to build and implement these data science solutions. Typical projects will include statistical/machine learning and optimization models to measure and maximize marketing efficiency, as well as driving insights that can lead to new products and features. This role will also partner with the engineering team to build cutting-edge data science products, like real-time bidders.
Qualifications（岗位要求）
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.
Description（岗位职责）
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
Additional Requirements（额外要求）
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
