Machine Learning Engineer (User Growth) - Global Payment - Singapore

ByteDance; Singapore; Sur place; SGD 120 000 - 210 000; Plein temps

Résumé du poste

ByteDance in Singapore leads the Growth Algorithm team, driving scalable growth across BNPL and Cash Loan products in Southeast Asia by building global‑scale systems that influence international payments and financial services. The team handles problem definition, modeling, experimentation, and production deployment using real‑world data.

The role focuses on developing AI‑driven decision systems and growth models, leveraging cutting‑edge AI and uplift modeling to accelerate growth in payment and

Qualifications

• 3+ years of experience building or optimizing large‑scale systems in internet or fintech
• Bachelor's degree or above in Computer Science, Machine Learning, Data Mining, or related fields
• Hands‑on experience with modern ML techniques—including statistical learning, deep learning, uplift modeling, or large‑scale optimization
• Exceptional analytical and logical reasoning skills, capable of breaking down complex growth problems
• Curiosity and ambition to grow, with a passion for using data and AI to drive business impact across global products

Responsabilités

• Solve high‑impact growth challenges, from funnel optimization to pricing strategies, by building scalable systems
• Lead end‑to‑end lifecycle of growth algorithms—from problem definition to experimentation and production deployment
• Develop large‑scale ML algorithms and growth models using AI, deep learning, and uplift modeling
• Develop AI‑driven decision systems—including autonomous agents—that learn and adapt growth strategies across markets
• Partner with product, engineering, and data teams to identify opportunities and deliver measurable impact

Connaissances

Large-scale systems

Machine Learning

Data analysis

Experimentation

Python/ML tools

Formation

Bachelor's degree in CS/ML

Outils

TensorFlow/PyTorch

SQL

Spark

Description du poste

Responsibilities

The Growth Algorithm team leads high-impact algorithmic initiatives across BNPL and Cash Loan products in Southeast Asia, driving scalable growth across diverse markets, customer segments, and financial scenarios.

• - Solve high‑impact growth challenges - from funnel optimization to incentive and pricing strategies - by building global‑scale systems that directly influence the expansion of international payments and financial services.
• - Lead the end‑to‑end lifecycle of growth algorithms—from problem definition and modeling to experimentation, production deployment, and continuous iteration using real‑world data.
• - Develop large‑scale machine learning algorithms and build industry‑leading user growth models, leveraging cutting‑edge AI, deep learning, and uplift modeling to accelerate growth in payment and financial products.
• - Develop AI‑driven decision systems—including autonomous agents—that continuously learn, adapt, and autonomously execute growth strategies across global markets.
• - Partner with product, engineering, and data teams to identify high‑leverage opportunities and deliver measurable, scalable business impact.

Qualifications

Minimum Qualification(s):

• - 3+ years of experience building or optimizing large‑scale systems in internet, or fintech business, with a strong desire to tackle even larger global‑scale challenges.
• - Bachelor's degree or above, strong academic or practical foundation in Computer Science, Machine Learning, Data Mining, or related fields, with the ability to apply theory to real‑world, high‑impact problems.
• - Hands‑on experience with modern ML techniques—including statistical learning, deep learning, uplift modeling, or large‑scale optimization—and enthusiasm for exploring frontier AI such as LLMs and autonomous agents.
• - Exceptional analytical and logical reasoning skills, capable of breaking down complex growth problems and designing scalable algorithmic solutions.
• - Curiosity and ambition to grow, with a passion for using data, algorithms, and AI to drive measurable business impact across global payment and financial products.

Preferred Qualification(s):

• - Experience driving user growth in high‑traffic environments—including online ads, digital marketing, recommendation systems, or automated growth platforms—and enthusiasm for applying these capabilities to global‑scale payment and financial ecosystems.
• - Practical experience in fintech or financial services, especially in projects involving large‑scale transactions, risk‑reward optimization, or multi‑market operations, demonstrating your ability to thrive in complex and rapidly evolving business environments.

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.