Senior Software Engineer, Machine Learning Platform

Singapore

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Payments, Financial ServicesIndustries

Requirements

Candidates should possess a Bachelor’s degree in Computer Science or a related field, with a minimum of 5 years of experience in software engineering, specifically within machine learning platforms. Experience with big data frameworks, real-time streaming technologies, and MLOps practices is highly desirable. Familiarity with graph technologies and Large Language Models (LLMs) is preferred.

Responsibilities

The Senior Software Engineer, Machine Learning Platform will be responsible for designing, building, and maintaining scalable data pipelines for machine learning, developing feature generation systems and feature stores, architecting model serving infrastructure, and collaborating with data scientists and other engineering teams to implement and improve ML capabilities. They will also ensure data quality, consistency, and accessibility, and contribute to the overall platform strategy for risk management.

Skills

Data Pipelines

Batch Processing

Stream Processing

ML Model Training

ML Inference

Feature Generation

Feature Stores

Data Quality

Model Serving

MLOps

Big Data Frameworks

Real-time Streaming

Graph Technologies

Large Language Models (LLMs)

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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