Lead Machine Learning Engineer

2 weeks ago

Singapore TikTok Pte. Ltd. Full time $104,000 - $130,878 per year

Responsibilities

About the Team
TikTok content ecosystem team, responsible for designing and optimizing TikTok information delivery and author growth mechanisms to ensure the healthy and sustainable development of the TikTok community. Our work involves optimizing large-scale recommendation algorithms, solving optimization problems with complex constraints, designing and implementing recommendation architectures for various scenarios, and conducting complex and in-depth analysis of product data. Here, you can delve into the improvement and optimization of Machine Learning algorithms, explore cutting-edge technologies; apply algorithms to business through in-depth understanding and thinking of products; and influence the future development direction of products through in-depth analysis of product and content ecology.
Responsibilities
1. Design and develop TikTok's social recommendation algorithms, building an industry-leading recommendation system to deliver a world-class user experience.
2. Integrate machine learning techniques with various business scenarios (content consumption, social interaction, notifications, following, etc.) to optimize models and strategies, continuously improving recommendation performance.
3. Collaborate closely with product and operations teams to deeply understand user and creator behaviors, and develop targeted algorithm strategies to foster a healthy ecosystem.
4. Research next-generation social recommendation models based on Graph Neural Networks (GNNs) and full-lifecycle user sequence modeling.
Qualifications

Minimum Qualifications
-Bachelor's degree (or more) in computer science or a related technical discipline
-Experienced in leading projects and collaborating with teams across different timezones;
-Solid experience with data structures or algorithms;
-2 years and above recommendation system/machine learning/data mining experience from a large-scale social-media business
-Software development experience through hands on coding in a general purpose programming language
-Familiar with the training and deployment of one or more framework models of Tensorflow/Pytorch/MXNet.
-Strong communication and teamwork skills
-Excellent business sense, passion about technologies and solving challenging problems

  • Lead Machine Learning Engineer

    4 weeks ago

    Singapore GrabTaxi Holdings Pte. Ltd. Full time

    About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the mission of...

  • Lead Machine Learning Engineer

    2 weeks ago

    Singapore Grab Full time

    Company Description About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to...

  • Machine Learning Lead

    1 week ago

    Singapore MINDEN INTERNATIONAL PTE. LTD. Full time

    **Who we are**: minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast Asia. **The way we...

  • Machine Learning Lead

    5 days ago

    Singapore minden.ai Full time

    **Who we are.** minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, GoJek, FoodPanda and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast Asia. **The way we...

  • Machine Learning Lead

    1 week ago

    Singapore Avo Intelligence Full time

    About Avo Intelligence About the Role We are seeking a passionate and experienced Machine Learning Lead to spearhead the development and optimization of algorithms that drive innovative machine learning solutions across diverse projects. This role involves taking ownership of the end-to-end ML lifecycle—from data exploration and model development to...

  • Machine Learning Engineer

    3 days ago

    Singapore Johnson & Johnson Full time

    An opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...

  • Machine Learning Engineer

    2 weeks ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    2 weeks ago

    Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Lead Machine Learning Engineer

    2 weeks ago

    Singapore Refine Group Full time

    Responsibilities TikTok Core Feed Recommendation team sits in the center of TikTok, designs, implements and improves the core recommendation algorithm that powers the "for you" feed, "following" feed, etc. of the TikTok app. The recommendation system we built connects hundreds of millions of users with relevant content out of billions of videos in...

  • Lead Machine Learning Engineer

    2 weeks ago

    Singapore TikTok Pte. Ltd. Full time $104,000 - $130,878 per year

    Responsibilities TikTok Core Feed Recommendation team sits in the center of TikTok, designs, implements and improves the core recommendation algorithm that powers the "for you" feed, "following" feed, etc. of the TikTok app. The recommendation system we built connects hundreds of millions of users with relevant content out of billions of videos in...