Data Driven Algorithm Engineer

3 weeks ago


Singapore TIKTOK PTE. LTD. Full time
Job Summary

We are seeking a highly skilled Data Driven Algorithm Engineer to join our team at TikTok PTE. LTD. As a key member of our strategy team, you will play a critical role in driving business growth through data-driven decision making and machine learning model development.

Key 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;

Requirements

- 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;
- Minimum 3 years relevant work experience from a large-scale internet business;

What We Offer

TikTok 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 TikTok, our mission is to inspire creativity and bring joy. 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.

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