Algorithm Engineer

4 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Responsibilities

TikTok is the leadingdestination for short-form mobile video. Our mission is to inspirecreativity and bring joy. TikTok has global offices including LosAngeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore,Jakarta, Seoul and Tokyo.

Why JoinUs

At TikTok, our people are humble,intelligent, compassionate and creative. We create to inspire - foryou, for us, and for more than 1 billion users on our platform. Welead with curiosity and aim for the highest, never shying away fromtaking calculated risks and embracing ambiguity as it comes. Here,the opportunities are limitless for those who dare to pursue boldideas that exist just beyond the boundary of possibility. Join usand make impact happen with a career atTikTok.

The strategy team's mission is to usemodel-driven and data-driven ways to promote core indicators onLIVE revenue and user engagement, whichincludes:

1. Build prediction/uplift NN model toimprove LIVE feature intelligence;

2. Mine andinterfere potential crowds to gain a higher ROI operation for bothLIVE streamer and watcher;

3. Make detailedanalysis on user data and system data to find out user experienceoptimiaztion zoom;

4. Other work like usergrowth strategy, cold-start strategy, etc.

JobDescription

1. Participate in the optimizationof ByteDance LIVE monetization business and serve the LIVEexperience of billions of global users;

2. Adoptcutting-edge machine learning model to scientifically model massiveuser behaviour and consumption data, buildhigh-performance/high-reliability architecture services, and bringusers the ultimate experience in LIVEconsumption;

3. Deeply participate inproduct/business discussions, fully analyze and understand userbehaviour patterns, and provide optimization directions for theoverallbusiness.

Qualifications

1.Familiar with C/C++/ Python development, familiar with Linuxmulti-threaded /multi-process;

2. Familiar withcommonly used machine learning and deep learning algorithms,including but not limited to boost machine, dnn, reinforcementlearning, etc.;

3. Solid maths foundation,including probability statistics, numerical optimization, etc.,sensitive to data, good at discovering, analyzing and solvingproblems from data;

4. Familiar with at leastone of Flink, Spark, Hive etc., with big data parallel processingexperience;

5. Experience in large-scalerecommend system, advertising system, search engine ispreferred;

6. 5 years of experience in gamevalue strategy, e-commerce value strategy, and user psychologyresearch is preferred;

TikTok is committed tocreating an inclusive space where employees are valued for theirskills, experiences, and unique perspectives. Our platform connectspeople from across the globe and so does our workplace. At TikTok,our mission is to inspire creativity and bring joy. To achieve thatgoal, we are committed to celebrating our diverse voices and tocreating an environment that reflects the many communities wereach. We are passionate about this and hope you are too.

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