Responsibilities
- Develop new adaptive experimentation techniques.
- Lead efforts to improve the sensitivity and trustworthiness of the experimentation platform.
- Solve open experimentation measurement problems, including selection bias caused by user opt-outs.
- Collaborate with Core ML research scientists and product teams such as Instagram to integrate solutions and avoid revenue interference.
- Apply mathematical and statistical expertise to build robust models from opt-in user data.
- Support ads quality benchmarks for users while maximizing value for advertisers.
Requirements
- Strong mathematical and statistical background, including probability and statistical theory.
- Experience programming in Python.
- Experience analyzing large datasets.
- Software engineering experience combined with statistical and mathematical expertise.
- Experience navigating large enterprise architectures, identifying issues, and implementing nuanced changes.
- Preferred: experience with machine learning grounded in statistical and mathematical foundations.
- Preferred: experience with experimentation platforms and A/B testing infrastructure.
- Preferred: track record of following research advances in experimentation and measurement.
- Preferred: ability to use AI tools to improve workflows and measurable outcomes, develop AI skills, and apply responsible and ethical AI practices.
Tech Stack
Categories
About Meta
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