Machine Learning Engineer, Video Recommendation - Singapore
TikTok · Singapore ·
- Work mode
- Onsite
- Category
- ML ai
Responsibilities
TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem. Responsibility 1. Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning 2. Understand product objectives and machine learning techniques, improve model and recommendation strategy 3. Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience 4. Work with TikTok cross functional teams to grow TikTok in important regional marketsQualifications
Minimum Qualifications: - Bachelor's degree (or more) in computer science or a related technical discipline -Solid experience with data structures or algorithms -Software development experience through hands on coding in a general purpose programming language -Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas -Strong communication and teamwork skills -Passion about technologies and solving challenging problems
TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem. Responsibility 1. Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning 2. Understand product objectives and machine learning techniques, improve model and recommendation strategy 3. Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience 4. Work with TikTok cross functional teams to grow TikTok in important regional marketsQualifications
Minimum Qualifications: - Bachelor's degree (or more) in computer science or a related technical discipline -Solid experience with data structures or algorithms -Software development experience through hands on coding in a general purpose programming language -Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas -Strong communication and teamwork skills -Passion about technologies and solving challenging problems