Senior ML Platform Engineer, AI Platform at Airwallex

Singapore

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Fintech, Payments, TechnologyIndustries

Requirements

5+ years in backend software development, with at least some experience in ML infrastructure or platforms

Responsibilities

Design, build, and maintain the end-to-end MLOps platform using Kubernetes and Cloud Services
Use Terraform or similar tools to manage, provision, and scale all ML-related infrastructure securely and efficiently (Infrastructure as Code)
Implement and optimize CI/CD/CT pipelines to automate model training, testing, packaging, and deployment using tools like Argo and Kubeflow Pipelines
Build highly available, low-latency, and high-throughput model serving infrastructure
Implement robust monitoring, alerting, and logging solutions to track infrastructure health, model performance, and data/model drift (Observability)
Evaluate, integrate, and support ML tools such as Feature Stores and Experiment Tracking platforms (Tooling & Support)
Ensure platform security, implement RBAC (Role-Based Access Control), and manage secrets for sensitive data and production environments
Work closely with Data Scientists and ML Engineers to understand their needs and provide technical guidance on best practices for scaling their models (Collaboration)
Contribute to the evolution of the unified AI Platform, covering both traditional ML and LLM (Large Language Model) platform

Skills

Key technologies and capabilities for this role

Machine LearningML PlatformAI PlatformPythonAI InfrastructureAutomationPayments Platform

Questions & Answers

Common questions about this position

Is this position remote or onsite?

This is an onsite position.

What are the key responsibilities for this role?

You will design, build, and maintain the end-to-end MLOps platform using Kubernetes and Cloud Services, and use Infrastructure as Code (IaC) tools like Terraform to manage and scale ML-related infrastructure.

What skills and tools are required for this Senior ML Platform Engineer role?

Key skills include expertise in designing MLOps platforms with Kubernetes and Cloud Services, and proficiency in Infrastructure as Code tools like Terraform.

What is the company culture like at Airwallex?

Airwallex values successful builders with founder-like energy, real impact, accelerated learning, true ownership, strong expertise, sharp thinking, humility, collaboration, fast execution with good judgment, curiosity, and using AI to solve problems smarter.

What makes a strong candidate for this ML Platform Engineer position?

Strong candidates are skilled builders with passion for ML infrastructure, expertise in MLOps, Kubernetes, Cloud Services, and IaC tools like Terraform, plus founder-like energy, collaboration, and a drive to tackle complex problems in a fast-paced environment.

Airwallex

Cross-border payment solutions for businesses

About Airwallex

Airwallex provides cross-border payment solutions for businesses of all sizes, including small to medium-sized enterprises and large corporations. The company offers a range of financial services such as multi-currency accounts, international money transfers, foreign exchange services, and payment gateway solutions. These services are designed to facilitate efficient and cost-effective international transactions. Airwallex uses advanced technology to ensure that these transactions are fast and secure. Unlike many competitors, Airwallex focuses on building financial infrastructure that supports the digital economy, allowing businesses to operate seamlessly across borders. The company's goal is to simplify global payments and make them accessible to businesses worldwide.

Eastern District, Hong KongHeadquarters

2015Year Founded

$877.4MTotal Funding

SERIES_ECompany Stage

FintechIndustries

1,001-5,000Employees

Benefits

Hybrid Work Options

Employee Equity Programs

Risks

Increased competition from fintech startups could erode Airwallex's market share.

Regulatory scrutiny in Asia-Pacific, especially China, may impact Airwallex's operations.

Volatility in foreign exchange rates poses a risk to Airwallex's revenue streams.

Differentiation

Airwallex offers a comprehensive suite of cross-border payment solutions for businesses.

The company integrates financial services into platforms, enhancing customer experience and efficiency.

Airwallex's global presence with ten international offices supports its expansive service offerings.

Upsides

Airwallex reported an 83% revenue increase in APAC, showcasing strong regional growth.

The partnership with Carwow enhances Airwallex's visibility and operational efficiency in the UK.

Airwallex's expansion in EMEA with new offices boosts its international market presence.

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