Senior ML Platform Engineer – Risk & Fraud Infra

hirealice; Singapore; Vor Ort; SGD 120.000 - 180.000; Vollzeit

Zusammenfassung

Airwallex in Singapore is seeking a senior ML Platform Engineer to build and scale the risk decisioning infrastructure that powers the platform. You’ll design data pipelines, model serving, and experimentation tooling to support fast, reliable risk scoring.

You’ll work closely with ML engineers, data scientists, product managers, and risk specialists across time zones to optimize performance and reliability; you will be in the Singapore office five days a week.

Qualifikationen

• 5+ years of software engineering with a focus on ML infrastructure.
• Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
• Hands-on experience with modern deep learning frameworks (PyTorch, TensorFlow, JAX) and model training execution engines.
• Strong proficiency in core programming languages such as Python, Java, or C++.
• Experience with distributed orchestration and workflow management tools (Kubernetes, Ray, Kubeflow Pipelines, Airflow).
• Solid understanding of GPUs and GPU-accelerated training/inference.

Aufgaben

• Build and scale the machine learning platform that powers risk decisioning across Airwallex.
• Collaborate with ML engineers, data scientists, product managers, and risk specialists to turn complex problems into dependable systems.

Kenntnisse

ML infra

Deep learning

Python/Java/C++

Kubernetes

GPUs

Ausbildung

Bachelor's or Master's in CS/Engineering

Tools

PyTorch

TensorFlow

JAX

Kubernetes

Airflow

Jobbeschreibung

Airwallex in Singapore is seeking a senior ML Platform Engineer to build and scale the risk decisioning infrastructure that powers the platform. You’ll design data pipelines, model serving, and experimentation tooling to support fast, reliable risk scoring.

You’ll work closely with ML engineers, data scientists, product managers, and risk specialists across time zones to optimize performance and reliability; you will be in the Singapore office five days a week.