Description
We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
About the Team - Data Application
Be part of TikTok's groundbreaking Data Application Team within the Video Cloud Infrastructure division, where we empower our Live CDN and ultra-edge CDN service teams to revolutionize video on demand and video streaming through data-driven insights and cutting-edge algorithms. By harnessing the vast log data generated by our CDNs, we develop intelligent tools to optimize performance, minimize costs, and enhance user experiences. As part of our lean and agile team, you'll have the opportunity to make a significant impact and shape the future of video streaming for billions of users worldwide.
Responsibilities
- Analyze massive log data to identify issues in online services and provide optimization solutions.
- Construct and decompose indicators for special projects focusing on business bills, cost, and quality governance. Provide quantitative analysis in areas such as architecture, strategy, and resource capacity.
- Assist in troubleshooting online indicator problems and propose effective strategies or solutions using data mining and statistical modeling techniques.
- Guide business optimization through offline simulation and data mining methodologies. Provide expected revenue analysis, A/B experiment analysis, and revenue recovery assessments for optimization actions.
- Document experiences into Standard Operating Procedure (SOP) documents and collaborate with Software Development team to platformize data capabilities, enhancing analysis efficiency for similar problems.
- Extend data capabilities horizontally to other business areas, broadening the scope of work and impact.Minimum Qualifications:
- Recent graduates or have graduated strictly within the last 12 months before onboarding majoring in a Bachelor/Masters Degree in Data Science, Software Development, Computer Science, Computer Engineering, or a closely related technical field, candidates who graduate by August 2025 will be prioritized.
- Familiarity with statistics, linear algebra, probability theory, common data structures
- Familiarity with the theoretical foundation of data science, such as statistics and causal inference, as well as their application scenarios
- Familiarity with SQL and the use of relational and analytical databases
Preferred Qualifications:
- Knowledge of network protocols including IPv4/v6 TCP/IP, DHCP, BGP, OSPF/IS-IS
- Knowledge and hands-on experience of public cloud services, such as AWS, GCP, Azure, Ali Cloud, OCI, etc
- Hands-on experience of network devices, such as Cisco, Arista, Juniper, H3C, Huawei and other mainstream vendors.
- Programming/scripting in Bash, Python or other languages
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.
If you have any questions, please reach out to us at apac-earlycareers@tiktok.com
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
About the Team - Data Application
Be part of TikTok's groundbreaking Data Application Team within the Video Cloud Infrastructure division, where we empower our Live CDN and ultra-edge CDN service teams to revolutionize video on demand and video streaming through data-driven insights and cutting-edge algorithms. By harnessing the vast log data generated by our CDNs, we develop intelligent tools to optimize performance, minimize costs, and enhance user experiences. As part of our lean and agile team, you'll have the opportunity to make a significant impact and shape the future of video streaming for billions of users worldwide.
Responsibilities
- Analyze massive log data to identify issues in online services and provide optimization solutions.
- Construct and decompose indicators for special projects focusing on business bills, cost, and quality governance. Provide quantitative analysis in areas such as architecture, strategy, and resource capacity.
- Assist in troubleshooting online indicator problems and propose effective strategies or solutions using data mining and statistical modeling techniques.
- Guide business optimization through offline simulation and data mining methodologies. Provide expected revenue analysis, A/B experiment analysis, and revenue recovery assessments for optimization actions.
- Document experiences into Standard Operating Procedure (SOP) documents and collaborate with Software Development team to platformize data capabilities, enhancing analysis efficiency for similar problems.
- Extend data capabilities horizontally to other business areas, broadening the scope of work and impact.Minimum Qualifications:
- Recent graduates or have graduated strictly within the last 12 months before onboarding majoring in a Bachelor/Masters Degree in Data Science, Software Development, Computer Science, Computer Engineering, or a closely related technical field, candidates who graduate by August 2025 will be prioritized.
- Familiarity with statistics, linear algebra, probability theory, common data structures
- Familiarity with the theoretical foundation of data science, such as statistics and causal inference, as well as their application scenarios
- Familiarity with SQL and the use of relational and analytical databases
Preferred Qualifications:
- Knowledge of network protocols including IPv4/v6 TCP/IP, DHCP, BGP, OSPF/IS-IS
- Knowledge and hands-on experience of public cloud services, such as AWS, GCP, Azure, Ali Cloud, OCI, etc
- Hands-on experience of network devices, such as Cisco, Arista, Juniper, H3C, Huawei and other mainstream vendors.
- Programming/scripting in Bash, Python or other languages
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.
If you have any questions, please reach out to us at apac-earlycareers@tiktok.com
Other Jobs from TikTok
Similar Jobs
Senior, Software Engineer
Remote
Sunnyvale, CA
Senior DevOps Engineer - Event Streaming
Berkeley, CA
US
Senior Software Engineer - Cloud Automation
Remote
Orlando, FL
Senior DevOps Engineer - ( Mumbai / Bangalore)
Mumbai, India
Remote Hybrid
DevSecOps Engineer - 12 month FTC
Remote
US
There are more than 50,000 engineering jobs:
Subscribe to membership and unlock all jobs
Engineering Jobs
60,000+ jobs from 4,500+ well-funded companies
Updated Daily
New jobs are added every day as companies post them
Refined Search
Use filters like skill, location, etc to narrow results
Become a member
🥳🥳🥳 452 happy customers and counting...
Overall, over 80% of customers chose to renew their subscriptions after the initial sign-up.
To try it out
For active job seekers
For those who are passive looking
Cancel anytime
Frequently Asked Questions
- We prioritize job seekers as our customers, unlike bigger job sites, by charging a small fee to provide them with curated access to the best companies and up-to-date jobs. This focus allows us to deliver a more personalized and effective job search experience.
- We've got about 70,000 jobs from 5,000 vetted companies. No fake or sleazy jobs here!
- We aggregate jobs from 5,000+ companies' career pages, so you can be sure that you're getting the most up-to-date and relevant jobs.
- We're the only job board *for* software engineers, *by* software engineers… in case you needed a reminder! We add thousands of new jobs daily and offer powerful search filters just for you. 🛠️
- Every single hour! We add 2,000-3,000 new jobs daily, so you'll always have fresh opportunities. 🚀
- Typically, job searches take 3-6 months. EchoJobs helps you spend more time applying and less time hunting. 🎯
- Check daily! We're always updating with new jobs. Set up job alerts for even quicker access. 📅
What Fellow Engineers Say
