About Airwallex Airwallex is the AI-native financial operating system for a real-time, intelligent economy. More than 675,000 businesses, including McLaren Racing, Qantas, SHEIN, and TikTok, use us, directly or through our platform partners, to run their financial operations or build and monetize financial products of their own. We started in Melbourne in 2015 to build the infrastructure global commerce runs on. We're the regulated backbone behind global payments: not by accident, but by design. A decade plus, 85+ licenses, and a financial infrastructure spanning North America, Europe, the Middle East, and Asia-Pacific. We're co-headquartered in San Francisco and Singapore, with more than 2,700 people across 27 offices. We hire builders with founder-level energy, people who move fast with good judgment, dig in with real curiosity, and make calls from first principles rather than waiting to be told what to do. Read our operating principles to see it in full. About the team The Knowledge Platform team is at the heart of our company's data and AI strategy. We are building the foundational infrastructure that empowers the entire company to leverage data, AI, and ML into business impact. We accomplish this by creating platforms that handle the entire data and AI/ML lifecycle, simplifying the interface while providing proper safety and governance. This includes managing our data infrastructure (Databricks, Spark, Kafka, etc.), the technology to serve that data to our users (RAG, MCP, etc.), and the platform to host and govern these AI/ML models. In 2026, our team’s overarching mission is to evolve our full data ecosystem—encompassing both platform and models—into a fully AI agent-ready infrastructure; we will empower customers to engage directly with the data platform to extract actionable value through capabilities like analytics and natural language querying, while also upgrading the platform to deliver robust, real-time performance for instant, data-driven decision-making. How you'll make impact You’ll architect the governed, reusable data, knowledge, and skills layers that power analytics, AI agents, and real-time decision systems across Airwallex. You’ll define scalable patterns for structured datasets, semantic models, business metrics, entity relationships, contextual documentation, analytical workflows, agent-callable tools, and transformation primitives. • Own the technical execution of regional and global data localisation strategies within Databricks, balancing regulatory requirements with a unified global data model across priority markets. • Design scalable patterns for governed datasets, semantic models, knowledge artifacts, analytical workflows, agent-callable tools, and transformation primitives. • Reconcile local compliance constraints with global consistency in data definitions, metrics, and knowledge assets. • Partner with Data Science, AI Engineering, Product, and Risk teams to support experimentation, high-quality decision-making, and reliable AI-enabled workflows. • Lead global data modelling efforts, define Agent Interfaces through APIs and tools, and embed automated lineage and quality controls through Governance-as-Code. • Serve as the primary technical authority as the team’s most senior individual contributor, leading design reviews and mentoring engineers. You'll work from our Singapore office five days a week. What we're looking for Essentials • 10+ years of experience designing and building large-scale data systems with strong architectural fundamentals. • Hands-on experience with the Databricks ecosystem, including Unity Catalog and Delta Lake. • Experience implementing semantic layers or metric stores to enable consistent reporting and analytics. • Strong understanding of how AI and agent-based systems consume data, with experience building APIs or data services to support them. • Experience designing data solutions that meet regional data residency and compliance requirements. • Demonstrated senior-level individual contributor experience, including leading design reviews and mentoring engineers. You'll thrive here if • You're comfortable with ambiguity. Give you a problem, not a prescription, and you'll run with it. • You own the outcome and you don't wait for permission to fix what's broken. • You connect dots across functions and hold the big picture without losing grip on the details. • You simplify complexity rather than hiding behind it. • You’re comfortable operating across time zones with a globally distributed team, including colleagues based in APAC and EMEA. Learn more about your team The Knowledge Platform sits at the foundation of Airwallex’s Data and AI strategy. We are evolving traditional data infrastructure into knowledge infrastructure—turning structured and unstructured information into trusted, reusable context that helps people and AI systems make better decisions and take action. You’ll build the platform end to end, from core technologies such as Databricks, Clickhouse, Spark, and Kafka to real-time analytics, knowledge retrieval and indexing, model infrastructure, agent capabilities, and AI interaction history. You’ll also develop the evaluation, annotation, feedback, governance, permission, and freshness frameworks required to operate AI reliably at global financial scale. Our mission is making this ecosystem truly agent-ready. That means enabling teams to explore data through natural language, investigate business drivers in real time, and give AI systems secure access to the context and capabilities they need to support decisions and execute workflows. If you want to build the foundation that turns Airwallex’s data into knowledge, knowledge into intelligence, and intelligence into measurable business impact, this is where that work happens. Applicant Safety Policy: Fraud and Third-Party Recruiters To protect you from recruitment scams, please be aware that Airwallex will not ask for bank details, sensitive ID numbers (i.e. passport), o