Key skills
PythonSQLMachine LearningAnalyticsBITableauPower BIExpressLeadershipOKRsA/B Testing
About this role
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
Formulate and apply statistical and machine learning modelling techniques such as regression analysis, trend analysis, forecasting, cohort analysis, A/B testing evaluation, risk scoring models, and scenario analysis, to identify operational inefficiencies, evaluate policy impact, assess seller and fulfilment risk patterns, and quantify business growth opportunities.
Apply mathematical/statistical models to: analyze large-scale operational datasets across regions; identify correlations and drivers of seller performance and customer experience risk; evaluate the impact of policy or process changes; and support leadership decision-making with data-backed recommendations.
Prepare reports, and present the results of mathematical modelling and data analysis to management.
Utilize SQL, Python, Tableau/Power BI, Excel and/or other software, programs, tools, internal data warehouse and analytics platform to support strategic analytics initiatives influencing governance, fulfilment, aftersales, and global operations strategy.
Drive strategic analytics initiatives that influence leadership’s global operations decisions, including seller governance, fulfillment, and/or aftersales experience.
Build and maintain core datasets, automated pipelines, and dashboards across regions to drive operational efficiency and scalability.
Leverage advanced data analytics to identify business growth opportunities and to pinpoint and mitigate risks in compliance with regulatory requirements.
Participate in global reviews, presenting data findings to internal and external stakeholders and influencing policy, product, and operational roadmaps.
Collaborate with cross-functional teams to design frameworks, metrics, and insights that align with global Objectives and Key Results (OKRs).
Research and apply knowledge of regulatory and public policy developments, industry best practices and competitor benchmarks to establish internal governance and global standards for data accuracy and consistency.
Mentor junior-level team members.
The base salary range for this position in the selected city is $105600 - $195320 annually.
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
Formulate and apply statistical and machine learning modelling techniques such as regression analysis, trend analysis, forecasting, cohort analysis, A/B testing evaluation, risk scoring models, and scenario analysis, to identify operational inefficiencies, evaluate policy impact, assess seller and fulfilment risk patterns, and quantify business growth opportunities.
Apply mathematical/statistical models to: analyze large-scale operational datasets across regions; identify correlations and drivers of seller performance and customer experience risk; evaluate the impact of policy or process changes; and support leadership decision-making with data-backed recommendations.
Prepare reports, and present the results of mathematical modelling and data analysis to management.
Utilize SQL, Python, Tableau/Power BI, Excel and/or other software, programs, tools, internal data warehouse and analytics platform to support strategic analytics initiatives influencing governance, fulfilment, aftersales, and global operations strategy.
Drive strategic analytics initiatives that influence leadership’s global operations decisions, including seller governance, fulfillment, and/or aftersales experience.
Build and maintain core datasets, automated pipelines, and dashboards across regions to drive operational efficiency and scalability.
Leverage advanced data analytics to identify business growth opportunities and to pinpoint and mitigate risks in compliance with regulatory requirements.
Participate in global reviews, presenting data findings to internal and external stakeholders and influencing policy, product, and operational roadmaps.
Collaborate with cross-functional teams to design frameworks, metrics, and insights that align with global Objectives and Key Results (OKRs).
Research and apply knowledge of regulatory and public policy developments, industry best practices and competitor benchmarks to establish internal governance and global standards for data accuracy and consistency.
Mentor junior-level team members.
The base salary range for this position in the selected city is $105600 - $195320 annually.