Facebook

Network Quantitative Engineer

Posted on: 31 Jan 2021

Menlo Park, CA

Job Description

Every day we strive to provide the best possible experience to our users that are now numbered in billions, and to make that possible, we have deployed an ultra-high capacity backbone network that spans the globe. We are looking for a Network Quantitative Engineer to join our Backbone Engineering team to support the expansion of our global network through application of targeted metrics and valuable analysis to ensure we maintain our high performance.

Network Quantitative Engineer Responsibilities

* Work with large, complex data sets around the Facebook data infrastructure and solve difficult ad-hoc analysis problems.

* Ability to develop, and deploy automated data pipelines to support prototyping and POC efforts across the team.

* Produce data visualizations for demand, capacity and performance which will enable decision making to internal partners.

* Build, test, and deploy models/simulations, understanding the key outputs and provide statistical analysis of results.

* Support end users on ad hoc data usage and be a subject matter expert for solution development across the team.

* Leverage the Facebook software and infrastructure to develop efficient analytics.

* Build cross-functional relationships with Data Scientists, Network Planners, Software Engineers and Network Engineers to understand their data needs.

Minimum Qualifications

* Degree in an analytical field (e.g. Computer Science, Engineering, Mathematics, Statistics, Operations Research, Management Science).

* Experience analyzing and interpreting data, drawing conclusions, defining recommended actions, and reporting results across various stakeholders.

* Experience in demand forecasting, Monte Carlo simulations, network analysis, performance metrics and operations research for demand-based networks and server fleets.

* Experience scripting with one of the following languages: Python, PHP, Perl, R.

* Hands-on experience with large datasets.

* Knowledge of statistical data analysis, queueing theory, non-stationary process analysis including knowledge in SQL, R and/or Tableau.

* Knowledge of network infrastructure and web technologies.

Preferred Qualifications

* Graduate work experience

Locations

About the Facebook company

Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities we're just getting started.

Facebook is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at accommodations-ext@fb.com.

Facebook

Menlo Park, CA

Facebook, Inc. provides various products to connect and share through mobile devices, personal computers, and other surfaces worldwide. The company’s products include Facebook that enables people to connect, share, discover, and communicate with each other on mobile devices and personal computers; Instagram, a community for sharing photos, videos, and messages; Messenger, a messaging application for people to connect with friends, family, groups, and businesses across platforms and devices; and WhatsApp, a messaging application for use by people and businesses to communicate in a private way. It also provides Oculus, a hardware, software, and developer ecosystem, which allows people to come together and connect with each other through its Oculus virtual reality products. As of December 31, 2018, it had approximately 1.52 billion daily active users. The company was founded in 2004 and is headquartered in Menlo Park, California.