Senior Data Analyst, Trading Product (AI-Native)

About Us

At OKX, we believe that the future will be reshaped by crypto, and ultimately contribute to every individual's freedom.

OKX is a leading crypto exchange, and the developer of OKX Wallet, giving millions access to crypto trading and decentralized crypto applications (dApps). OKX is also a trusted brand by hundreds of large institutions seeking access to crypto markets. We are safe and reliable, backed by our Proof of Reserves.

Across our multiple offices globally, we are united by our core principles: We Before Me, Do the Right Thing, and Get Things Done. These shared values drive our culture, shape our processes, and foster a friendly, rewarding, and diverse environment for every OK-er.

OKX is part of OKG, a group that brings the value of Blockchain to users around the world, through our leading products OKX, OKX Wallet, OKLink and more.

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 and more. We are looking for candidates with hands-on experience in applying AI techniques (e.g., LLMs, RAG, or machine learning) in real-world business scenarios, with a strong focus on practical implementation and impact, to join the Trading Analysis team.

Responsibilities

• Responsible for the overall business analysis of trading products.
• Implement data-driven approaches to find the optimal solution for business growth, from the perspectives of market share, company revenue, user transaction costs, etc.
• Apply AI/ML techniques to solve business problems, including but not limited to predictive analytics, user behavior modeling, and intelligent automation.
• Work on practical implementations of LLM use cases (e.g., RAG pipelines, internal tools, automation workflows) to enhance data accessibility and decision-making.
• Develop and improve existing data analysis tools, including automated data reporting mechanisms, automatic data alarm system and dashboard, to improve efficiency of fetching and analyzing data.
• Ability to dive into the business, to dig into key-points and problems, to build data models independently, to output data reports regularly, and to identify business issues in a timely manner.
• Carry out analysis projects independently with concrete conclusions and feasible schemes, as well as drive the implementation of business decisions.

Requirements

• 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 applying AI/ML in production or business scenarios (not limited to academic projects).
• Familiarity with LLM applications such as prompt engineering, RAG (Retrieval-Augmented Generation), or AI-driven automation workflows.
• Good data sensitivity to extract core metrics and indexes from business logic and 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.
• Proactive, self-driven, with excellent communication skills and the ability to work well with others as a part of a team.
• 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.

Benefits

• Competitive total compensation package
• L&D programs and Education subsidy for employees' growth and development
• Various team building programs and company events