What are the responsibilities and job description for the Data Scientist - Infrastructure Platform position at ByteDance?
Responsibilities
About the Team
Our Infrastructure Engineering organization builds and operates hyper-scale datacenters, manages the life cycle of server assets, allocates cloud resources and creates various cloud solutions, and provides infrastructure services including widely distributed Content Distribution Networks (CDNs).
The Infrastructure Platform team builds and leverage various platforms and tools to manage and interact with our infrastructures and services, including end-to-end capacity delivery, asset management, data center infrastructure management, system engineering, server fleet management, financial operation, governance, risk, and compliance, etc. To support fast growth and improve operation efficiency, these platforms need to be feature rich, easy to use, scalable, agile and compliant with policies and procedures.
Responsibilities - What You'll Do
Minimum Qualifications
【For Pay Transparency】Compensation Description (Annually)
The base salary range for this position in the selected city is $144000 - $244000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
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
Our Infrastructure Engineering organization builds and operates hyper-scale datacenters, manages the life cycle of server assets, allocates cloud resources and creates various cloud solutions, and provides infrastructure services including widely distributed Content Distribution Networks (CDNs).
The Infrastructure Platform team builds and leverage various platforms and tools to manage and interact with our infrastructures and services, including end-to-end capacity delivery, asset management, data center infrastructure management, system engineering, server fleet management, financial operation, governance, risk, and compliance, etc. To support fast growth and improve operation efficiency, these platforms need to be feature rich, easy to use, scalable, agile and compliant with policies and procedures.
Responsibilities - What You'll Do
- Apply technical expertise in large-scale data analysis, experimentation, predictive modeling, and performance analytics to support business and infrastructure capacity planning, improve service performance and stability, optimize cost and utilization of data centers, cloud services and networks.
- Assist cross-functional teams in prioritizing infrastructure development, optimizing server performance, and setting measurable objectives, diagnose performance bottlenecks, and drive continuous improvements to enhance TikTok's infrastructure stability and growth.
- Work with data engineering teams to develop and maintain monitoring tools, dashboards, and performance metrics that provide real-time insights into infrastructure efficiency, optimization, and stability.
Minimum Qualifications
- BS or advanced degree in Computer Science, Data Science, Statistics, or a related field
- Solid skill with at least one of the following programming languages: Python, R, Scala, SQL
- Strong proficiency in machine learning techniques, including time series forecasting, regression, classification, clustering, anomaly detection, LLM, etc.
- 2 years of work experience in a related field
- Knowledge of cloud service, data centers, supply chains and network engineering is a plus.
- Experience with developing machine learning models at scale from inception to business impact.
- Experience with Tableau, Power BI, or other business intelligence platforms.
- Familiar with Big Data technologies (Hive, Spark, Kafka, ClickHouse, Flink etc.)
【For Pay Transparency】Compensation Description (Annually)
The base salary range for this position in the selected city is $144000 - $244000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
- Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
- Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
- Exercising sound judgment.
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
Salary : $144,000 - $244,000
