Machine Learning Engineer (Recommendation) - CapCut
Singapore, Singapore
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
The team is responsible for the recommendation algorithms of video creation tools globally, overseeing recommendation distribution and user growth optimization across all apps of CapCut, including Jianying, CapCut, Hypic, so as to enhance content distribution efficiency and user growth efficiency
Responsibilities:
- Optimize the core recommendation algorithms and strategy of video creation tools globally, including CapCut, Hypic, etc.
- Enhance user growth efficiency by optimizing distribution efficiency of content created by CapCut, Hypic, etc.
- Optimize user experiences during creation via a deep understanding of user behavior and state-of-the-art machine learning technologies.
- Support the production of scalable and optimised AI/machine learning (ML) models
- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
- Work with the relevant software platforms in which the models are deployed.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
The team is responsible for the recommendation algorithms of video creation tools globally, overseeing recommendation distribution and user growth optimization across all apps of CapCut, including Jianying, CapCut, Hypic, so as to enhance content distribution efficiency and user growth efficiency
Responsibilities:
- Optimize the core recommendation algorithms and strategy of video creation tools globally, including CapCut, Hypic, etc.
- Enhance user growth efficiency by optimizing distribution efficiency of content created by CapCut, Hypic, etc.
- Optimize user experiences during creation via a deep understanding of user behavior and state-of-the-art machine learning technologies.
- Support the production of scalable and optimised AI/machine learning (ML) models
- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
- Work with the relevant software platforms in which the models are deployed.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Job stats:
0
0
0
Categories:
Engineering Jobs
Machine Learning Jobs
Tags: Machine Learning Statistics Unstructured data
Perks/benefits: Career development
Region:
Asia/Pacific
Country:
Singapore
More jobs like this
Explore more career opportunities
Find even more open roles below ordered by popularity of job title or skills/products/technologies used.
Data Engineer II jobsBI Developer jobsData Scientist II jobsStaff Data Scientist jobsPrincipal Data Engineer jobsData Manager jobsJunior Data Analyst jobsData Science Manager jobsResearch Scientist jobsLead Data Analyst jobsBusiness Data Analyst jobsSenior AI Engineer jobsData Engineer III jobsSr. Data Scientist jobsData Science Intern jobsData Specialist jobsJunior Data Engineer jobsSoftware Engineer, Machine Learning jobsSenior Data Scientist, Performance Marketing jobsSoftware Engineer II jobsData Analyst Intern jobsBI Analyst jobsData Analyst II jobsSr Data Engineer jobsSenior Artificial Intelligence/Machine Learning Engineer - Remote, Latin America jobs
Snowflake jobsEconomics jobsLinux jobsHadoop jobsOpen Source jobsJavaScript jobsPhysics jobsMLOps jobsComputer Vision jobsAirflow jobsKafka jobsRDBMS jobsBanking jobsNoSQL jobsGoogle Cloud jobsData Warehousing jobsScala jobsR&D jobsKPIs jobsData warehouse jobsGitHub jobsOracle jobsClassification jobsPostgreSQL jobsSAS jobs
CX jobsStreaming jobsLooker jobsScikit-learn jobsScrum jobsTerraform jobsPandas jobsPySpark jobsDistributed Systems jobsBigQuery jobsData Mining jobsRobotics jobsJira jobsIndustrial jobsJenkins jobsRedshift jobsdbt jobsReact jobsUnstructured data jobsMicroservices jobsData strategy jobsE-commerce jobsMySQL jobsMatlab jobsNumPy jobs