Network Data Analyst

1 Week ago • All levels • Network Engineering

Job Summary

Job Description

ByteDance Networking seeks a Network Data Analyst to create and maintain models forecasting global network traffic demand. Responsibilities include building scalable tools for network data analysis, collaborating with cross-functional teams to track model quality, running network simulations, analyzing risks, and automating release workstreams. The role requires experience applying quantitative methodologies to network performance metrics, understanding network devices and protocols, and coding proficiency (MySQL, Python, C++). The successful candidate will deliver performance metric summaries to internal stakeholders and contribute to the design, building, and operation of ByteDance's global network infrastructure supporting popular apps like TikTok and Douyin.
Must have:
  • Traffic demand forecasting model creation & maintenance
  • Scalable data analysis tools & methods development
  • Collaboration with cross-functional teams
  • Network simulation & risk analysis
  • Automation of release workstreams
  • Proficiency in SQL, Python, or C++
Good to have:
  • Experience with network engineers
  • Data science/engineering project leadership
  • Data visualization software expertise (e.g., Tableau)

Job Details

Responsibilities
About the Team ByteDance Networking brings together innovative ideas and technologies from network architecture, software-defined networking (SDN), network virtualization, switch software and hardware co-design, and high-speed networking, to create hyperscale data-center networking solutions that power several of the most popular apps of the world such as Douyin and TikTok which serve hundreds of millions of users around the globe. ByteDance Networking is responsible for designing, building, and operating the global, intelligent network infrastructure to meet the requirements of high availability, scalability, and high-performance. By joining this team, you will gain marketable software development and/or network operation experiences in data center networking at massive scale. Responsibilities - Create and maintain models to forecast bytedance global network traffic demand - Build scalable methods and tools to streamline and simplify network data analytical tasks - Engage with cross-functioning teams to track model quality and enhance traffic forecasting methodologies - Run network simulation, analyze network risks, and communicate the key findings with cross-functioning teams - Partner with the OneNet team to automate release workstreams for traffic forecasting and network planning - Deliver quarterly and annual summaries of key network planning and delivery performance metrics to the internal stakeholders
Qualifications
Minimum Qualifications: - A Bachelor's or Master's degree in Computer Science, Information Science, Engineering, Mathematics, or equivalent - Proven experience applying quantitative methodologies to analyze network performance metrics - Basic understanding of network devices, protocols and resiliency - Experience coding in MySQL, Python, C++ or other languages for data analysis - Good communication and documentation skills Preferred Qualifications: - Experience collaborating with network engineers and building productive cross-functional relationships - Experience leading data science and engineering projects - Experience with data visualization software, e.g. Aeolus, Tableau
Job Information
About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Reasonable Accommodation

ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at

Similar Jobs

Tesla - Senior Controls Engineer, Technical Services

Tesla

Brandenburg, Germany (On-Site)
1 Month ago
ByteDance - Software Engineer — Data Security

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Ubisoft - Technical Director, Character (W/M/NB) [AAA Project]

Ubisoft

Annecy, Auvergne-Rhône-Alpes, France (On-Site)
5 Months ago
Visual Concepts - Server Engineer - WWE 2K

Visual Concepts

Austin, Texas, United States (On-Site)
4 Days ago
Playrix - Senior Game UI Developer

Playrix

Georgia (Remote)
5 Months ago
ByteDance - Network Engineer, Optical Transport Network

ByteDance

Hillsboro, Oregon, United States (On-Site)
1 Week ago
ByteDance - Software Development Engineer, Network Monitoring & Alerts

ByteDance

Singapore (On-Site)
1 Week ago
Trek - Network Engineer

Trek

Haryana, India (On-Site)
1 Month ago
ByteDance - Datacenter Operations Engineer (DCO), Infrastructure Engineering

ByteDance

Singapore (On-Site)
5 Months ago
NVIDIA - Solution Architect - NVIDIA Cloud Partners Infrastructure

NVIDIA

Tokyo, Japan (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

NVIDIA - Solution Architect, Generative AI - Digital Human

NVIDIA

Canada (On-Site)
1 Month ago
IO Interactive - Senior Audio Programmer

IO Interactive

Brighton And Hove, England, United Kingdom (Hybrid)
5 Months ago
NVIDIA - Firmware Manager

NVIDIA

Yokne'am Illit, North District, Israel (On-Site)
2 Months ago
ION - Principal Software Engineer, Italy

ION

Milan, Lombardy, Italy (On-Site)
5 Months ago
Guerrilla - Lead UI Programmer

Guerrilla

Amsterdam, North Holland, Netherlands (On-Site)
2 Months ago
CD PROJEKT RED - Senior Engineer, Graphics

CD PROJEKT RED

Warsaw, Masovian Voivodeship, Poland (On-Site)
8 Months ago
Larian Studios - Tools Director

Larian Studios

Warsaw, Masovian Voivodeship, Poland (On-Site)
4 Months ago
Creative Assembly - Audio Programmer

Creative Assembly

Sofia, Sofia City Province, Bulgaria (On-Site)
5 Days ago
NVIDIA - Senior Software Engineer, AI Resiliency

NVIDIA

Santa Clara, California, United States (On-Site)
3 Weeks ago
ION - Technical Analyst - 8276

ION

Woking, England, United Kingdom (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Hillsboro, Oregon, United States

Next Level Business Services - Angular JS Developer

Next Level Business Services

Milwaukee, Wisconsin, United States (On-Site)
5 Months ago
Next Level Business Services - SDL Tridion

Next Level Business Services

Farmington, Connecticut, United States (On-Site)
5 Months ago
Vimeo - Associate Product Counsel

Vimeo

New York, New York, United States (Remote)
5 Months ago
Zoox - Senior Strategic Sourcing Manager (Direct Procurement)

Zoox

Foster City, California, United States (Hybrid)
5 Months ago
AGS - American Gaming Systems - Manufacturing Engineering Manager - NPI

AGS - American Gaming Systems

Oklahoma, United States (On-Site)
4 Days ago
Onward Search - UI Designer (App Icon)

Onward Search

Chicago, Illinois, United States (On-Site)
1 Week ago
Daybreak Game Company LLC - Software Development Engineer (Server Developer)

Daybreak Game Company LLC

Renton, Washington, United States (Hybrid)
4 Months ago
Trek - Service Technician/Advisor

Trek

Alamo, California, United States (On-Site)
1 Month ago
Sphere Entertainment Co - Senior Analyst Finance

Sphere Entertainment Co

Burbank, California, United States (On-Site)
1 Week ago
Scanline VFX - Editor (Trailers)

Scanline VFX

Los Angeles, California, United States (Hybrid)
5 Months ago

Get notifed when new similar jobs are uploaded

Network Engineering Jobs

ESL FACEIT Group - EFG - IT Specialist

ESL FACEIT Group - EFG

Columbus, Ohio, United States (On-Site)
6 Days ago
ByteDance - Software Developer (Routing Verification & Emulation)

ByteDance

Seattle, Washington, United States (On-Site)
1 Week ago
ByteDance - Research Scientist Intern (Traffic Infrastructure Global Engineering)

ByteDance

San Jose, California, United States (On-Site)
1 Week ago
Nagarro - Consultant Network & Security (m/f/d)

Nagarro

Germany (Remote)
5 Months ago
ByteDance - Senior/Tech Lead Network Software Development Engineer, Switch - San Jose

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Bungie - Senior Infrastructure Engineer

Bungie

(Hybrid)
1 Week ago
Google - Technicus Datacenter

Google

(On-Site)
3 Months ago
ByteDance - Network Engineer, Optical Long-Haul and Submarine

ByteDance

Ashburn, Virginia, United States (On-Site)
1 Month ago
Extreme Network - Systems Engineer-Scandinavia

Extreme Network

Stockholm, Stockholm County, Sweden (Remote)
5 Months ago
ByteDance - Network Reliability Engineer - Physical Network Infrastructure

ByteDance

Singapore (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

New York, New York, United States (On-Site)

Jakarta, Jakarta, Indonesia (On-Site)

San Jose, California, United States (On-Site)

San Jose, California, United States (On-Site)

Singapore (On-Site)

Taguig, Metro Manila, Philippines (On-Site)

View All Jobs

Get notified when new jobs are added by ByteDance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug