Lead Machine Learning Engineer - Video Recommendation-Content Ecosystem - Singapore

TikTok, Singapore

Posted pay

Pay not posted

Location: Singapore
Work type: Not given
Level: Senior
Skills in the job text: PyTorch
TensorFlow
Posted: Not given
Last check: 12 h ago
Job type: ML / AI engineering

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TikTok

Open tech jobs: 1,329
With posted pay: 2%
Median posted base: $218K–$345K

About TikTok: funding, hiring and pay

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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.

What you will do

Design and develop TikTok’s social recommendation algorithms, building an industry-leading recommendation system to deliver a world-class user experience.
Integrate machine learning techniques with various business scenarios (content consumption, social interaction, notifications, following, etc.) to optimize models and strategies, continuously improving recommendation performance.
Collaborate closely with product and operations teams to deeply understand user and creator behaviors, and develop targeted algorithm strategies to foster a healthy ecosystem.
Research next-generation social recommendation models based on Graph Neural Networks (GNNs) and full-lifecycle user sequence modeling.

What you need

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

Read the job posting on the TikTok site

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Source: the company job board. We last checked this job 12 h ago. We first saw it 6 days ago. A job on a job board does not always mean that the team interviews people now.

Interview questions

No one has reported an interview at TikTok yet. Did you interview there? Add the questions.

TikTok

Open tech jobs: 1,329
With posted pay: 2%
Median posted base: $218K–$345K

About TikTok: funding, hiring and pay