Data Scientist - TikTok Shop (Trading Center)

TIKTOK PTE. LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading social media platform in Singapore is seeking a Data Scientist to enhance user experience through data-driven insights. The ideal candidate will have a strong background in data analysis, machine learning, and user behavior analysis. Proven experience in driving user engagement and retention is essential. Join a dynamic team and contribute to impactful projects that inspire creativity and bring joy to users.

Qualifications

• 3+ years of experience in user data analysis, user growth, or risk control.
• Solid experience in user behavior analysis and A/B testing.
• Ability to adapt to new business and technology challenges.

Responsibilities

• Apply statistical and machine learning techniques to improve user engagement.
• Collaborate with teams to optimize product features and user experience.
• Implement strategies to enhance user satisfaction and retention.

Skills

Data analysis

User experience optimization

Statistical analysis

Machine learning

SQL

Education

Bachelor's degree in Computer Science, Statistics, Mathematics

Tools

R

Python

Hadoop

Spark

Hive

Job description

Responsibilities

• Responsible for data science and analytics related to C-end users, focusing on traffic conversion, user experience optimisation, and risk control rule development.
• Apply advanced statistical, machine learning, and deep learning techniques to mine user behaviour data, improving user engagement, conversion rates, and retention.
• Collaborate closely with product, operations, and engineering teams to drive data-driven decision-making and optimise user experience and product features.
• Design and implement strategies to enhance user experience, analyse user feedback, identify experience issues, and optimize ROI of user benefits, increasing overall user satisfaction on the platform.
• Participate in the development of risk control rules, identify and prevent abnormal behaviors, and ensure the platform’s safety and growth.
• Support business decisions through data modeling and analysis, driving continuous product iteration and innovation.

Qualifications

Minimum Qualifications

• Bachelor’s degree or higher in Computer Science, Statistics, Mathematics, or relevant fields, with 3+ years of experience in user data analysis, user growth, or risk control.
• Proficient in SQL, skilled in data analysis and modeling using R/Python.
• Solid experience in user behaviour analysis, A/B testing, traffic analysis, and conversion rate optimisation, with hands-on project experience.
• Excellent business acumen and cross-functional collaboration skills, with the ability to quickly adapt to new business and technology challenges.

Preferred Qualifications

• Familiarity with big data technologies such as Hadoop, Spark, Hive.
• Strong knowledge of statistics, machine learning, and deep learning; experience in risk modeling or implementing user experience strategies.
• Experience in global e-commerce, content commerce, or consumer internet products.

Job Information

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.