Machine Learning Engineer (User Growth)

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Machine Learning Engineer (User Growth) in Others

ByteDance
Full time
Email

Others
09/08/2026
Report

Singapore, Singapore

Responsibilities

Solve growth challenges involving funnel optimization, incentives, and pricing for BNPL and Cash Loan products.
Own the end-to-end lifecycle of growth algorithms from problem definition and modeling through experimentation, production deployment, and continuous iteration.
Develop large-scale machine learning algorithms and user growth models using statistical learning, deep learning, uplift modeling, and large-scale optimization.
Build AI-driven decision systems, including autonomous agents that learn, adapt, and execute growth strategies across global markets.
Partner with product, engineering, and data teams to identify high-leverage opportunities and deliver measurable, scalable impact.

Requirements

At least 3 years of experience building or optimizing large-scale systems in internet or fintech businesses.
Bachelor's degree or above in Computer Science, Machine Learning, Data Mining, or a related field, or a strong equivalent academic or practical foundation.
Hands-on experience with modern machine learning techniques such as statistical learning, deep learning, uplift modeling, or large-scale optimization.
Strong analytical and logical reasoning skills for decomposing complex growth problems and designing scalable algorithmic solutions.
Enthusiasm for frontier AI technologies including large language models and autonomous agents.
Preferred experience in user growth within high-traffic environments such as online advertising, digital marketing, recommendation systems, or automated growth platforms.
Preferred fintech or financial-services experience involving large-scale transactions, risk-reward optimization, or multi-market operations.

ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This...

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