Machine Learning Engineer

6 days ago

Singapore TikTok Full time

Overview
We are the TikTok ROW E-commerce Short Video&Live Recommendation Team. We specialize in end-to-end optimization of short video recommendation systems across Europe, Southeast Asia, and Latin America, building a culture-adaptive recommendation engine for TikTok's diverse markets. We leverage cutting-edge machine learning technologies to connect massive product catalogs with global users and to enhance live-stream e-commerce experiences.
Our team develops innovative recommendation algorithms and techniques to boost user engagement and satisfaction, transforming creative ideas into business-impacting solutions.
Responsibilities
Design and apply machine learning algorithms and recommendation strategies to improve users’ experience on e-commerce content, including videos and livestreams.
Understand the ecosystem of e-commerce content and use algorithms and strategies to thrive within it.
Collaborate with product and operations teams to deliver features that drive growth of e-commerce content on TikTok.
Build industry-leading recommendation systems; develop highly scalable classifiers and tools leveraging machine learning.
Qualifications
Minimum Qualifications
Bachelor’s degree in computer science or related technical discipline, with at least 2 years of related work experience
Solid experience with data structures and algorithms
Software development experience through hands-on coding in a general-purpose programming language
Experience in machine learning, recommendation systems, data mining, or related areas
Strong communication and teamwork skills
Passion for technologies and solving challenging problems
Preferred: more than 3 years of experience in the recommendation algorithm domain
About TikTok
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok’s global headquarters are in Los Angeles and Singapore, with offices in New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok’s mission. Our product helps people express themselves, discover, and connect. Our diverse teams create value for communities and drive meaningful breakthroughs. We foster curiosity, humility, and an "Always Day 1" mindset to innovate as one team.
We strive to do great things with great people and welcome you to join us.
Diversity & Inclusion
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people globally, and our workplace reflects the diverse communities we reach. We celebrate diversity and strive to create an environment that reflects our global reach.
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Technology, Information and Internet
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