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Urgent! Lead Machine Learning Engineer Job Opening In Singapore, Singapore – Now Hiring TikTok Pte. Ltd.
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
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Unlock Your Lead Machine Potential: Insight & Career Growth Guide
Real-time Lead Machine Jobs Trends in Singapore, Singapore (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for Lead Machine in Singapore, Singapore using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 6120 jobs in Singapore and 5578 jobs in Singapore. This comprehensive analysis highlights market share and opportunities for professionals in Lead Machine roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! TikTok Pte. Ltd. is currently hiring and seeking a Lead Machine Learning Engineer to join their team. Feel free to download the job details.
Wait no longer! Are you also interested in exploring similar jobs? Search now: Lead Machine Learning Engineer Jobs Singapore.
An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at TikTok Pte. Ltd. adheres to the cultural norms as outlined by Expertini.
The fundamental ethical values are:The average salary range for a Lead Machine Learning Engineer Jobs Singapore varies, but the pay scale is rated "Standard" in Singapore. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for Lead Machine Learning Engineer typically include Other General and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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Here are some tips to help you prepare for and ace your job interview:
Before the Interview:To prepare for your Lead Machine Learning Engineer interview at TikTok Pte. Ltd., research the company, understand the job requirements, and practice common interview questions.
Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the TikTok Pte. Ltd.'s products or services and be prepared to discuss how you can contribute to their success.
By following these tips, you can increase your chances of making a positive impression and landing the job!
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