Machine Learning Engineer (User Growth) & Global Payment

ByteDance; Singapore; On-site; SGD 125,000 - 150,000; Full time

Job summary

A leading global tech company in Singapore seeks a candidate for developing machine learning strategies in their Global Payment team. The role involves enhancing user growth metrics for platforms like TikTok and requires a Bachelor's degree in relevant fields such as Computer Science or Machine Learning. Familiarity with statistical and deep learning models is crucial. Candidates with backgrounds in digital marketing or finance are preferred, emphasizing the company's commitment to creativity and innovation.

Qualifications

• Familiar with Statistical Learning and Deep Learning models.
• Excellent logical thinking capabilities.
• Background in the financial industry is a plus.

Responsibilities

• Develop machine learning models and strategies for Global Payment User Growth.
• Enhance user experience and conversion efficiency through personalized traffic allocation.
• Conduct machine learning research in User Growth including Deep Learning and Operational Optimization.

Skills

Machine Learning

Data Mining

Data Analysis

Education

Bachelor's degree in Computer Science, Machine Learning, or Data Mining

Job description

Location: Singapore

Team: Technology

Employment Type: Regular

Job Code: A139278

Responsibilities

The Global Payment team of ByteDance provides payment solutions— including payment acquisitions, disbursements, transaction monitoring, payment method management, foreign exchange conversion, accounting, reconciliations, and so on—to ensure that our users have a smooth and secure payment experience on ByteDance platforms including TikTok.

The Global Payments Compliance team's duty is to establish a comprehensive and strong compliance foundation with sanction screening, transaction monitoring, risk rating system to systematically enable business models, revenue growth, and protect executives from possible legal liabilities for ByteDance (e.g. TikTok Live, TikTok Shop).

• Responsible for the machine learning model and strategy development for Global Payment User Growth, accountable for metrics of payment and financial products in core transaction scenarios such as TikTok Shop/TikTok Live/ TikTok Ads, etc. Drive business growth by enhancing User Experience and conversion efficiency through personalized traffic allocation and marketing subsidies;
• Responsible for machine learning model research in User Growth, including Deep Learning, Causal Inference, and Operational Optimization, to empower business growth;
• Deeply explore the data, strategies, and algorithms to improve the efficiency of user growth and conversion;
• Explore the application of LLM-related technologies in User Growth.

Qualifications

Minimum Qualification(s)

• Bachelor's degree or above, majoring in relevant fields such as Computer Science, Machine Learning, and Data Mining;
• Familiar with Machine Learning and Data Mining, such as Statistical Learning and Deep Learning models;
• Excellent logical thinking and Data Analysis capabilities;

Preferred Qualification(s)

• Those with experience in User Growth, Online Ads, Digital Marketing, and Recommendation are preferred;
• Candidates with a background in the financial industry and relevant project experience are preferred.

Job Information

About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are 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 enrich life - a mission we work towards every day.

As ByteDancers, 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. 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

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.