Algorithm Engineer - Global LIVE - Strategy ( Singapore ) - TIKTOK PTE. LTD.

Roles & Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.​

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.​

We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.​

Diversity & Inclusion​

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.​

Responsibilities

The strategy team's mission is to use model-driven and data-driven ways to promote core indicators on LIVE revenue and user engagement, which includes :

• Build prediction / uplift NN model to improve LIVE feature intelligence;
• Mine and interfere potential crowds to gain a higher ROI operation for both LIVE streamer and watcher;
• Make detailed analysis on user data and system data to find out user experience optimiaztion zoom;
• Other work like user growth strategy, cold-start strategy, etc.

Job Description

Qualifications

Minimum Qualifications

Preferred Qualifications

Tell employers what skills you have

Tableau

TensorFlow

Machine Learning

Business Intelligence

Image Processing

Big Data

Pipelines

Risk Control

Artificial Intelligence

Computer Vision

PyTorch

Statistics

Data Science

Data Visualization

Signal Processing