Global Payments ML Engineer: Risk & Fraud Detection

PIPO RESOURCE (SG) PTE. LTD.; Singapore; Vor Ort; SGD 120.000 - 200.000; Vollzeit

Benefits dieser Stelle

Stock options

Positive team atmosphere

Career growth

Paid leave

Flat organization

100+ mil users

Industry experts

Zusammenfassung

ByteDance Singapore is seeking a skilled ML engineer to support the Global Payments and Compliance teams. You will refine fraud detection models, build scalable risk assessment tools, and collaborate with data scientists and engineers to secure payments across platforms.

Ideal candidates have a CS/Math background, strong programming skills in Python/Java/C++, and experience with ML frameworks like TensorFlow or PyTorch. Join a fast-growing tech company committed to innovation and impact.

Qualifikationen

• Bachelor's degree or higher in computer science, engineering, statistics, applied mathematics, or related fields.
• Solid experience with data structures and algorithms.
• Familiar with TensorFlow / PyTorch / MXNet and their training/deployment details.
• Strong coding skills in Python, Java, or C/C++.

Aufgaben

• The Global Payment team provides payment solutions including acquisitions, disbursements, transaction monitoring, payment method management, FX conversion, accounting, and reconciliations to ensure a smooth, secure user experience across ByteDance platforms.
• The Global Payments Compliance team establishes a strong compliance foundation with sanction screening, monitoring, risk rating, and governance.
• Refine fraud detection feature engineering and risk evaluation systems;
• Develop universal fraud and account takeover (ATO) detection models for global payment scenarios;
• Explore sequence models, graph networks, and LLMs in risk control contexts;
• Develop ML models to identify cross-border and regional payment risks from a global perspective;
• Optimize modeling workflows to improve development and deployment efficiency and reduce maintenance costs;
• Research and apply cutting-edge ML algorithms within risk control domain.

Kenntnisse

Data structures & algorithms

TensorFlow/PyTorch/MXNet

Programming: Python/Java/C/C++

Ausbildung

Bachelor's degree in CS/CE/Math/Data Science

Tools

TensorFlow

PyTorch

MXNet

Jobbeschreibung

ByteDance Singapore is seeking a skilled ML engineer to support the Global Payments and Compliance teams. You will refine fraud detection models, build scalable risk assessment tools, and collaborate with data scientists and engineers to secure payments across platforms.

Ideal candidates have a CS/Math background, strong programming skills in Python/Java/C++, and experience with ML frameworks like TensorFlow or PyTorch. Join a fast-growing tech company committed to innovation and impact.