• Lead and mentor a team of Data Engineers to design and build resilient, scalable, and high-performance data pipelines for both batch and real-time streaming workloads
• Championing Agentic AI adoption across workflows (text-to-SQL agents, automated data quality remediation, self-healing pipelines etc.)
• Defining best practices, guardrails, and evaluation frameworks for safely deploying AI agents in the data lifecycle
• Architect and implement robust Data Warehouse and Data Mart solutions, including data modeling and ETL pipeline development
• Design, build, and maintain analytics-ready Data Marts using best-practice dimensional modeling techniques (star and snowflake schemas)
• Define and implement cloud-based data infrastructure using industry-standard technologies and modern architectural principles
• Drive technical excellence and delivery across mission-critical projects in a fast-paced, high-growth environment
• Partner closely with cross-functional teams to translate business requirements into scalable data solutions

• At least 8 of more years of experience in a Data Engineering, Data Warehousing or Data Mart related field
• Practical experience in building offline and real-time Data Warehouses
• Familiarity with Data Warehouse Modelling theory and experience in Data Warehouse Model Design, plus an in-depth understanding of Data Warehouse systems, and experience supporting real-world business scenarios
• Familiarity with Agentic AI frameworks (LangChain, LlamaIndex, AutoGen, etc.) and productionising them in a data context
• Experience building AI-powered data tools — NL query interfaces, automated anomaly remediation agents, intelligent data observability
• Hands-on experience applying Agentic AI to data engineering (text-to-SQL, LLM-powered remediation, self-healing pipelines, automated metadata/lineage management and more)

• Familiarity with various big data architectures, especially Alicloud DataWorks/MaxCompute, AWS Spark, Databricks, and StarRocks/Doris
• Experience in R&D of real-time big data systems and real-time data warehouses
• Experience in building Data Platforms such as User Profiling, Risk Control Systems, and Indicator Systems
• Prior experience managing a team of Software Engineers/Data Engineers

• Product Coverage: Excellent opportunity to touch the whole spectrum of retail exchange, payments and consumer payments products. You will solve the most pertinent in the world, driven by the concept of self-custody, with the objective to make payments cheaper, faster and more connected for users all around the world
• Innovation and Experimentation:
  • Foster a culture of experimentation by developing hypotheses, running A/B tests, and scaling successful growth initiatives.
  • Stay abreast of industry trends, emerging technologies, and competitive landscape to ensure OKX remains at the forefront of product innovation.
• Product Roadmap: Define and prioritize the product roadmap, ensuring that it aligns with the company's vision and market demands. Collaborate with cross-functional teams to gather requirements, assess feasibility, and define clear product specifications.
• Product Development: Work closely with engineering, design, and other relevant teams to drive the development process from ideation to launch. Collaborate with developers to ensure timely and high-quality delivery of features, and address any technical challenges that arise.
• Growth Strategy & Execution:
  • Develop and execute comprehensive growth strategies that harness the power of product features to drive natural user acquisition and retention.
  • Spearhead initiatives to create viral growth loops within the product ecosystem.
• User Conversion, Retention, and Reactivation:
  • Design, implement, and optimize product-led experiments to boost user conversion rates, increase retention, and reactivate dormant users.
  • Analyze user behavior data to continuously refine growth strategies and improve the overall user journey.
• Cross-functional Leadership:
  • Collaborate closely with product management, engineering, marketing, and customer success teams to identify growth opportunities.
  • Lead and mentor a high-performing team dedicated to growth initiatives.
• Data-driven Decision Making:
  • Utilize advanced data analytics to track performance metrics, measure the effectiveness of growth initiatives, and inform strategic decisions.
  • Implement agile methodologies to ensure rapid iteration and continuous improvement of growth experiments.
• Market Expansion:
  • Drive end-to-end growth especially in the European and American markets, leveraging your direct experience in launching and scaling products.
  • Develop tailored go-to-market strategies to penetrate new markets and establish strong product-market fit.
• Product Launch: Plan and execute successful product launches, including defining go-to-market strategies, coordinating with marketing and sales teams, and ensuring smooth product adoption.
• Stakeholder Management: Collaborate with internal stakeholders, including local market executives, engineering teams, and business development teams, to ensure alignment and support for product initiatives. Effectively communicate product updates, progress, and impact to stakeholders at all levels.

• Proven Experience: 10+ years of experience of relevant experience, preferably in a payments network, stablecoin payments or posses relevant experience in established crypto firms. Demonstrated success in driving product growth.
• User-Centric Mindset: A passion for understanding user needs and delivering exceptional user experiences. Experience with user research methodologies, usability testing, and user-centric design principles.
• Analytical Skills: Ability to analyze complex data sets, draw meaningful insights, and make data-driven product decisions. Proficiency in using analytics tools and conducting A/B testing.
• Digital Tokens or Crypto Knowledge: Practical understanding of payments, payment networks, stablecoins, cryptocurrencies, centralized (Cefi) or decentralized finance (DeFi), and related concepts
• Communication Skills: Excellent verbal and written communication skills with the ability to articulate product vision, strategy, and requirements to both technical and non-technical stakeholders.
• Win as a team: Strong collaboration skills, with the ability to influence and inspire cross-functional teams. Proven track record of driving consensus and delivering results in a fast-paced, dynamic environment.
• Adaptability: Comfortable working in a rapidly evolving industry and able to adapt quickly to changing priorities and market conditions
• This position will be located in Singapore or Hong Kong

Perks & Benefits

• Competitive total compensation package
• L&D programs and education subsidy for employees' growth and development
• Various team building programs and company events
• Wellness and meal allowances
• Comprehensive healthcare schemes for employees and dependants
• More that we love to tell you along the process!

OKX will be prioritising applicants who have a current right to work in Singapore, and do not require OKX's sponsorship of a visa.

Who We Are

What You’ll Be Doing

What We Look For In You

• Proven expertise in optimizing mobile performance with a focus on lag optimization, memory optimization, I/O optimization, startup time optimization, and other related areas.

• Rich experience and capability in constructing and refining performance monitoring systems, including but not limited to: designing and implementing monitoring metrics, establishing alert mechanisms, optimizing performance analysis tools, and formulating performance optimization strategies.
• Strong understanding of performance optimization techniques and tools, such as Xcode Instruments, Android Profiler, etc.
• Excellent communication and teamwork skills, able to effectively collaborate with multiple teams.
• Keen awareness of new technologies and industry trends, and ability to quickly learn and apply new knowledge.
• Problem-solving skills and ability to work under pressure in a fast-paced environment.

Nice to Haves

Perks & Benefits

• Competitive total compensation package
• L&D programs and Education subsidy for employees' growth and development
• Various team building programs and company events
• Wellness and meal allowances 
• Comprehensive healthcare schemes for employees and dependants
• More that we love to tell you along the process!

Who We Are

Job Overview:

Key Responsibilities:

• Lead independent quantitative validation of FinCrime, AML, AI/ML, and Generative AI models across OKX.
• Perform conceptual soundness and data integrity reviews — assess model theory, methodology, assumptions, data quality, lineage, and applicability to crypto-specific risk typologies.
• Perform quantitative model performance testing — back-testing, sensitivity analysis, threshold tuning, drift detection, and outcomes analysis — with additional fairness, explainability, and adversarial robustness assessments for AI/ML models.
• Apply effective challenge to 1LOD model owners and developers; document validation findings, model limitations, and required remediations.
• Author validation reports suitable for governance committees and regulatory inspections.
• Track validation findings through remediation closure; participate in annual and triggered revalidation cycles; contribute to and maintain the enterprise Model Inventory (entry, classification, materiality assessment).
• Ensure validations meet OKX's Global Model Risk Policy and applicable global regulatory obligations — including AI governance frameworks where ML/AI components apply.
• Contribute to the build-out of validation playbooks, model inventory standards (including AI/ML risk tiering), and operational frameworks — including OKX's AI Governance framework — under the direction of the Global Head of MRM.
• Partner with model developers / owners, Compliance, Tech, Internal Audit, and Legal — while preserving organizational independence from model development.

Qualifications:

• Master's or Ph.D. in Quantitative Finance, Statistics, Mathematics, Econometrics, Computer Science, or another quantitative field — or equivalent depth of professional experience.
• 8+ years of relevant quantitative experience, of which at least 3 years in independent model validation (2LOD) at a financial institution, fintech, or crypto firm.
• Demonstrated experience validating risk models — such as credit, market, FinCrime, fraud, or AML.
• Hands-on experience validating statistical, machine learning, AI/ML, and Generative AI models — hypothesis testing, performance benchmarking, fairness testing, drift detection, explainability, and adversarial robustness.
• Working knowledge of MRM and AI governance frameworks — SR 11-7 / SR 26-2, EU AI Act, US Treasury FS AI RMF, NIST AI RMF, or equivalent.
• Strong programming proficiency in Python, SQL, and R.
• Experience with cloud / big-data platforms — BigQuery, Snowflake, Databricks, Hadoop/Hive, MaxCompute, or equivalent.
• Excellent written and verbal communication — capable of authoring formal validation reports and presenting findings to senior risk committees, regulators, and external auditors.

Preferred Qualifications:

• Experience working with crypto exchanges, DeFi platforms, or blockchain analytics firms.
• Hands-on experience with AML / FinCrime model validation techniques.
• Hands-on experience with on-chain analytics tooling — Chainalysis, TRM Labs, Elliptic, or equivalent. Experience validating crypto-native risk models.
• Professional certifications: CFA, FRM, CAMS, CCAS (one or more).
• Familiarity with smart contract risk analysis, DeFi protocol risk, and stablecoin flows.
• Experience with Generative AI / Agentic AI model validation under emerging US Treasury FS AI RMF and NIST AI RMF guidance.

Reporting and Location

• Reports to: Global Head of Model Risk Management.
• Location: Singapore or Hong Kong.
• Travel: occasional, primarily to OKX hub offices.

Equal Opportunity Employer

About OKX

About the team

Responsibilities

Requirements

#LI-OL1 #LI-ONSITE

Perks & Benefits

• Competitive total compensation package
• L&D programs and Education subsidy for employees' growth and development
• Various team building programs and company events
• Wellness and meal allowances
• Comprehensive healthcare schemes for employees and dependants
• More that we love to tell you along the process!

Who We Are

Perks & Benefits 

• Competitive total compensation package
• L&D programs and Education subsidy for employees' growth and development
• Various team building programs and company events
• Wellness and meal allowances 
• Comprehensive healthcare schemes for employees and dependants 
• More that we love to tell you along the process!

#LI-EW1

Who We Are

About the Team

1. Responsible for the overall architecture design and optimization of microservice governance frameworks (e.g., SpringCloud), RPC frameworks, MQ messaging middlewares (e.g., Kafka), and data middlewares (including RDB databases such as MySQL, NOSQL such as Redis, Elastic Search, etc.).
2. Conduct in-depth research and select appropriate technical solutions, driving the selection and implementation of middleware technologies to ensure high availability, scalability, and security of the system.
3. Proficient in microservices frameworks such as Spring Boot and Spring Cloud, responsible for customized development and performance tuning of the frameworks.
4. Deep understanding of RPC communication mechanisms and the working principles of message queues, optimizing message transmission efficiency and resolving data consistency issues in distributed systems.
5. Combine business requirements to design efficient data storage solutions, optimizing data access performance and cost.
6. Responsible for the integrated deployment, monitoring and alerting, troubleshooting, and emergency response of middleware systems, improving operational efficiency and system stability.
7. Keep abreast of industry trends, introduce new technologies and concepts, and promote team technical capabilities.

1. Bachelor's degree or above in Computer Science or a related field, with a solid foundation in computer science.
2. Over 10 years of software development experience, with at least 6 years of experience in middleware or distributed system architecture design, and successful cases of large-scale project or complex system architecture design.
3. Proficient in microservice architecture design and implementation, familiar with RPC frameworks such as Spring Cloud and Dubbo, as well as messaging middlewares like Kafka and RabbitMQ.
4. Deep understanding of the design and optimization of NoSQL databases such as Redis and MongoDB, as well as relational databases like MySQL.
5. Familiar with the use and optimization of search engines such as Elastic Search.
6. Practical experience with configuration centers such as Nacos and Apollo, as well as containerization technologies like Kong API Gateway and Kubernetes (K8S).
7. Understanding of distributed coordination services such as etcd and Zookeeper, and have some understanding and practical experience in cutting-edge technologies such as ServiceMesh, Sidecar, and eBPF.
8. Possess top-level design capabilities for complex systems, able to independently complete the entire process from requirement analysis to technical solution design.