Data Engineer II (Modeling, ETL) at Airwallex

Singapore

Airwallex Logo
Not SpecifiedCompensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
FintechIndustries

Requirements

  • Experience designing and implementing robust and scalable data models supporting business intelligence, machine learning, and operational needs
  • Deep understanding of data schemas and ability to select appropriate schema designs (e.g., star schema, snowflake, normalized vs denormalized) based on use cases
  • Ability to collaborate closely with business teams to translate data needs into clean, structured, and well-documented models
  • Understanding and promotion of SSOT (Single Source of Truth) throughout data layers and pipelines
  • Ability to maintain data consistency, traceability, and quality across multiple data sources and domains
  • Experience building and maintaining both batch and streaming ETL pipelines, with strong understanding of end-to-end data workflow (ingestion, transformation, delivery)
  • Ability to work closely with Data Platform Engineers (DPEs) and Product Managers (PMs) to identify root causes of data issues and provide efficient, scalable solutions
  • Bonus: Experience with data across distributed or multi-datacenter systems, including data migration, duplication, and consistency challenges
  • Familiarity with data governance strategies, policies, standards, and any of the six key pillars of traditional data governance

Responsibilities

  • Design and implement robust and scalable data models that support business intelligence, machine learning, and operational needs
  • Select appropriate schema designs based on use cases and collaborate with business teams to translate data needs into clean, structured, well-documented models
  • Promote and maintain SSOT, data consistency, traceability, and quality across multiple data sources and domains
  • Build and maintain batch and streaming ETL pipelines, managing end-to-end data workflows from ingestion to transformation and delivery
  • Collaborate with DPEs and PMs to identify root causes of data issues and deliver efficient, scalable solutions
  • Participate in and contribute to data governance strategies, policies, and standards

Skills

Key technologies and capabilities for this role

ETLData Modeling

Questions & Answers

Common questions about this position

Is this position remote or onsite?

The position is onsite in Singapore and Shanghai.

What are the key responsibilities for data modeling in this role?

You will design and implement robust and scalable data models supporting business intelligence, machine learning, and operational needs, understand data schemas, select appropriate designs like star schema or snowflake, and collaborate with business teams to translate data needs into clean solutions.

What is the team structure like for this data engineering role?

The team is a global group spanning Australia, China, USA, and Singapore, focused on revolutionizing applied data science, data engineering, and platform solutions, with collaboration across Product, Engineering, Marketing, Sales, Finance, and more.

What attributes does Airwallex value in candidates?

Airwallex values successful builders with founder-like energy who want real impact, accelerated learning, and ownership; they bring strong expertise, sharp thinking, move fast with good judgment, are humble and collaborative, and use AI to solve problems smarter.

What makes a strong candidate for this Data Engineer II role?

Strong candidates have deep expertise in data modeling and ETL, founder-like energy for real impact and ownership, the ability to collaborate cross-functionally, and a motivation to tackle complex problems using AI in a fast-paced fintech 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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