Data Analyst - Data Center Operations (Multiple Positions)

ByteDance

ByteDance

IT, Operations, Data Science
Ashburn, VA, USA
Posted on Mar 13, 2026

Responsibilities

About ByteDance 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 Us 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. About the Team Our team plays a crucial role in ensuring the company’s success. We seek people who are willing to learn and put in the effort to solve problems. Our challenges are not your regular day-to-day problems - you’ll be part of a team that’s developing new solutions to new challenges. It’s working fast, at scale, and we’re making a difference. We are looking for talents to join us on this exciting journey! Responsibilities Develop and maintain dashboards to monitor capacity utilization, power consumption, asset lifecycle, and infrastructure performance. Provide data-driven insights to improve server deployment, workload distribution, and failure rate modeling. Track and report key operational metrics related to power, cooling, hardware reliability, and maintenance efficiency. Analyze server and power utilization trends to optimize data center capacity planning. Develop forecasting models for failure rates, wear-out components, and spare inventory management. Identify inefficiencies in server placement, power usage, and workload distribution to enhance operational stability. Work with engineering teams to automate data collection, ETL processes, and anomaly detection. Standardize operational metrics across global data centers to align with business and cost efficiency goals. Support leadership with data-driven recommendations for budget planning, operational efficiency, and risk management. Provide training and documentation on data tools and dashboards for internal teams.

Qualifications

Qualifications Must have a Master’s degree or foreign equivalent degree in Computer Science, Engineering (any), Data Science, Data Analytics, Statistics, Mathematics, or a related field and 1 year of related work experience; OR a Bachelor’s degree or foreign equivalent degree in Computer Science, Engineering (any), Data Science, Data Analytics, Statistics, Mathematics, or a related field and 3 years of related work experience. Of the required experience, must have 1 year of experience in each of the following: Mining, preparing, cleansing, and analyzing structured data using statistical computing languages SQL, Python, or R for metrics creation, root cause analysis, and model preprocessing; Designing data schema, writing queries to extract data, and manipulating data through ETL processes in SQL; Analyzing historical data and applying root cause analyses to identify trends and patterns; Designing and modeling data warehouse to support data analytics, reporting, and data applications; and Conducting exploratory and predictive analysis using Python, R, or Scala programming language. Travel Requirement: International and domestic travel required up to 20%. Type: Full time, 40 hours/week Location: Ashburn, VA Salary Range: $143395 - $172800 per year To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website. 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. 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 #LI-DNI #IND-DNI