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Machine Learning Engineer (User Growth)

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Machine Learning Engineer (User Growth) in Others

  • ByteDance
  • Full time
  • Email
  • 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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