About the Opportunity
Our Trading Product Group leads the design of all the products on OKX's derivatives trading exchange, including spot trading, spot margin, futures, leveraged tokens, trading options etc. As OKX accelerates its AI transformation, this role will focus on building AI-enabled analytics capabilities that automate repetitive data work and scale business decision-making. The ideal candidate has hands-on experience with AI implementation, including LLMs, RAG, NL2SQL, and agent-based workflows, and brings a strong AI product mindset with the ability to turn analysis into reusable, production-ready solutions.
What You'll Be Doing:
- Lead end-to-end data analysis for trading products across spot and derivatives, delivering actionable insights on market share, revenue, and user behavior to drive product and operational decisions.
- Identify growth opportunities and propose optimization plans through multi-dimensional analysis of market share, revenue, and user transaction costs, driving measurable improvement in key business metrics.
- Design and implement Agent-based automated workflows for anomaly detection, root cause analysis, and recurring reporting, significantly reducing manual analysis overhead and response time.
- Develop and continuously iterate a data tooling system from scratch — including automated reporting pipelines, alerting systems, and dashboards — compressing core metric retrieval from manual queries to automated delivery.
- Independently lead medium-to-large scale analysis projects end-to-end, from problem definition and data modeling to actionable conclusions, driving cross-functional alignment and business decision implementation.
What We Look For In You:
- At least 4 years experience in data analysis or business analysis for Internet companies, able to independently take charge of medium and large scale analysis projects.
- Hands-on experience delivering AI solutions in real business settings, not limited to experimentation or proof-of-concept work.
- Experience with LLM applications such as NL2SQL, RAG, prompt-based workflows, or AI agents.
- Have good data sensitivity to extract core metrics/indexes from business logic/user scenarios , and to draw conclusions from massive amounts of data.
- Skilled in mainstream data analysis tools such as Hive, SQL, Tableau, Python, etc.
- Possess rigorous logical thinking and are skilled at organizing and coordinating resources to solve problems and achieve collaborative goals between departments.
- You're proactive, self-driven, have excellent communication skills, and the ability to work well with others as a part of a team.
- Have experience in trading financial products such as stocks, funds, forex, futures, options.
- Fluent in written and spoken Mandarin and English for liaising with counterparts in Mandarin speaking markets.
Nice to Have:
- Passion for crypto and blockchain innovations.