What are the responsibilities and job description for the Network Data Analyst position at ByteDance?
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
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 https://tinyurl.com/RA-request
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
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 https://tinyurl.com/RA-request
