Applied Research Scientist

2023-11-09

Description

  • Apply quantitative and computational expertise using machine learning, statistics and operations research to bring in step-level improvements in efficiency and scalability across the entire suite of enterprise products.

  • Work independently and collaboratively with other scientists, engineers, designers, UX researchers, and product managers to accomplish complex tasks that deliver demonstrable value, to Meta�??s Enterprise Products.

  • Work cross-functionally to define problem statements, collect data, build analytical models and deploy them at scale.

  • Initiate and drive applied research projects to completion with statistics methods such as forecasting, time series, hypothesis testing, classification, clustering or regression analysis.

  • Build pragmatic, scalable, and statistically rigorous scientific solutions for large-scale enterprise problems by leveraging or developing state of the art machine learning and optimization methodologies on top of Meta's unparalleled data infrastructure.

  • Design and conduct experiments to solve analytical problems and build models using quantitative, statistical or machine learning approaches.

  • Apply theoretical expertise and innovation to create or apply new technology, such as identifying new opportunities that will grow the enterprise product�??s long-term roadmap and bring productivity gains for the enterprise.

  • Use machine learning, natural language understanding, computer vision, statistics and/or mathematical programming tools and techniques to perform data extraction, clean analysis and presentation for medium to large datasets.

  • Apply excellent communication skills in order to develop cross-functional partnerships and spread scientific best practices.

  • Ability to evaluate trade-offs between different machine learning solutions.

  • Ability to conduct A/B test to compare online performance of already shipped models and newly trained models to make launch recommendations.

  • Experience with Python.

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