Algorithm Engineer, Global Live - Business Intelligence - Singapore

TIKTOK PTE. LTD.; Singapore; On-site; SGD 80,000 - 110,000; Full time

Job summary

A leading social media platform in Singapore is looking for a professional to optimize their LIVE business and enhance user experiences. This role involves implementing advanced machine learning models to improve performance metrics and participating in product discussions. Candidates should have a Master's degree in Computer Science and experience with big data processing tools. Join us to inspire creativity and bring joy globally.

Qualifications

• Master's degree or higher or equivalent practical experience.
• Knowledge of common machine learning and deep learning algorithms.
• Experience with big data processing tools like Flink, Spark, Hive.

Responsibilities

• Optimize ByteDance LIVE business and enhance the LIVE experience.
• Implement advanced machine learning models to improve metrics.
• Engage in discussions and analyze user behavior.

Skills

Machine learning algorithms

Deep learning algorithms

Problem-solving skills

Critical thinking

Big data processing tools

Education

Master's degree or higher in Computer Science

Tools

Flink

Spark

Hive

Job description

Responsibilities

Join TikTok, the leading platform for short-form mobile videos, where our mission is to inspire creativity and bring joy. Our global headquarters are in Los Angeles and Singapore, with offices worldwide including New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

At TikTok, creation is at the heart of everything we do. Our platform is designed to foster imagination and creativity. We believe in inspiring creativity and bringing joy every day. Challenges are opportunities to learn, innovate, and grow as a team. We embrace change and courage, creating and growing together to make an impact for our communities and ourselves.

About the Team

The Live Platform Intelligence team aims to use data-driven and model-driven methods to enhance core indicators like LIVE revenue and creator engagement. Responsibilities include building models for automated operations, improving efficiency, detecting inappropriate behavior, and ensuring the steady operation of TT Live. We operate at the intersection of data science and live content, providing engaging experiences for a global community of creators and viewers.

Responsibilities

1. Participate in optimizing ByteDance LIVE business and enhance the LIVE experience for billions of users worldwide.
2. Implement advanced machine learning models to improve business metrics such as LIVE revenue and content quality, providing the best experience for creators and operators.
3. Engage in product and business discussions, analyze user behavior, and suggest optimization strategies.

Qualifications

Minimum Qualifications

• Master's degree or higher in Computer Science or related field, or equivalent practical experience.
• Knowledge of common machine learning and deep learning algorithms such as DNN, NLP, CV, etc.
• Experience with big data processing tools like Flink, Spark, Hive, etc.
• Strong problem-solving skills, critical thinking, and a solid foundation in mathematics including probability, statistics, and numerical optimization.

Preferred Qualifications

• Experience with large-scale recommendation or advertising systems, risk control systems, or LLMs is preferred.

TikTok values diversity and inclusivity. We are committed to creating a workplace where all employees feel valued and empowered. Join us in inspiring creativity and bringing joy to the world.