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Algorithm Strategy Engineer - Global LIVE
Algorithm Strategy Engineer - Global LIVE
As an Algorithm Strategy Engineer - Global LIVE at TikTok, you will be crucial in optimizing the LIVE monetization business and enhancing user experience for billions globally. You will leverage cutting-edge machine learning models and data analysis to understand user behavior, build high-performance services, and contribute to overall business strategy.
About the role
About the Role
The strategy team's mission is to use model-driven and data-driven ways to promote core indicators on LIVE revenue and user engagement, which includes:
- Build prediction/uplift NN model to improve LIVE feature intelligence;
- Mine and interfere potential crowds to gain a higher ROI operation for both LIVE streamer and watcher;
- Make detailed analysis on user data and system data to find out user experience optimiaztion zoom;
- Other work like user growth strategy, cold-start strategy, etc.
Responsibilities
- Participate in the optimization of ByteDance LIVE monetization business and serve the LIVE experience of billions of global users;
- Adopt cutting-edge machine learning model to scientifically model massive user behaviour and consumption data, build high-performance/high-reliability architecture services, and bring users the ultimate experience in LIVE consumption;
- Deeply participate in product/business discussions, fully analyze and understand user behaviour patterns, and provide optimization directions for the overall business.
Qualifications
- Familiar with C/C++/ Python development, familiar with Linux multi-threaded /multi-process;
- Familiar with commonly used machine learning and deep learning algorithms, including but not limited to boost machine, dnn, reinforcement learning, etc.;
- Solid maths foundation, including probability statistics, numerical optimization, etc., sensitive to data, good at discovering, analyzing and solving problems from data;
- Familiar with at least one of Flink, Spark, Hive etc., with big data parallel processing experience;
- Experience in large-scale recommend system, advertising system, search engine is preferred;
- Experience in game value strategy, e-commerce value strategy, and user psychology research is preferred;
- Strong English ability is preferred.
- Minimum 3 years relevant work experience from a large-scale internet business.