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Meta's global network comprised of cutting-edge platforms, is looking for a Network Modeling and Optimization Engineer to join the backbone and edge engineering team. This team is responsible for designing, implementing and supporting one of the world's largest and complex networks. As a Network Modeling and Optimization Engineer, you will have a unique opportunity to influence optical and IP architectures, strategic network acquisitions, network design, deployment, and operations to shape the future network to accommodate hyper-exponential growth as well as internal product requirements.
Network Modeling and Optimization Engineer Responsibilities:
- Work with various teams to understand Meta's network, user base, performance constraints, and growth requirements
- Create modeling framework for various networking problems such as cross-layer optimization under constraints such as latency/availability, demand uncertainty, risk assessment, and data center optimization
- Data analysis from a large number of data sources to create a network strategy for capacities, location and facilities
- Work with procurement and other teams to devise strategies on hardware and network acquisitions around the globe
- Own the design, development, testing, and tuning of future capacity and topology models
Minimum Qualifications:
- Experience using concepts of operations research, stochastic optimization, machine learning, queuing theory, probability theory to construct models for solving network optimization problems
- Experience creating formulation using commercial mathematical optimization software like: Xpress, Gurobi, CPLEX, etc.
- Knowledge of Python, C++ or other programming languages coupled with experience creating models for network optimization
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Preferred Qualifications:
- Experience with large data sets and distributed computing (Hive/Hadoop)
- Understanding of statistical analysis, experience with packages, such as R, SciPy, NumPy etc.
About Meta:
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics. Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.
This job has expired.
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