Job Application for Senior Data Analyst

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About Us

Established in 2018, Bybit is one of the world’s leading cryptocurrency exchanges and digital financial platforms, serving over 80 million users across more than 200 countries and regions. Powered by world-class technology and a user-first mindset, Bybit delivers a seamless ecosystem across trading, payments, wealth management, custody, institutional services, and Web3 — connecting users to the future of digital finance.

Our core values define how we build. We listen, care and improve to create products and experiences that put users first. Backed by a global team of ambitious builders, problem-solvers, and innovators, we foster a high-performance and fast-moving environment where talent is empowered to drive real impact at the global scale. Supported by 24/7 multilingual customer service and a strong commitment to innovation, we are shaping the future of finance through technology, collaboration, and bold execution.

Today, Bybit is recognized as one of the most trusted and transparent platforms in the digital asset industry, continuing to expand its global presence while building the infrastructure for the next generation of financial services.

Key Responsibilities:

Analyze options and TradFi trading user behavior across the full lifecycle — from onboarding and first trade, to active trading patterns, product adoption depth, and churn signals
Build and maintain dashboards and automated reports to track options and TradFi product performance, including trading volume, open interest, fee revenue, notional value, and key user indicators (e.g., activation rate, retention rate, revenue per user)
Conduct deep-dive analyses on options product performance, including volume breakdown by expiry/strike/type (call vs. put), IV trends, Greeks exposure distribution, premium flow, and user trading strategy patterns
Conduct equivalent analyses on TradFi perpetual products (equities, indices, metals, commodities, forex), including cross-asset volume attribution, fee contribution by product line, and trader behavior segmentation
Identify high-value user segments, model trading lifetime value and engagement depth, and provide data-driven recommendations to support product design, fee structure optimization, and market-making strategy
Monitor data quality and integrity across trading and user systems, identifying and resolving metric discrepancies and anomalies
Support business, product, and risk teams with ad-hoc data requests, A/B test analysis, and impact assessments for new product launches, feature releases, and trading campaigns
Develop and maintain data models and ETL pipelines for options, TradFi, and user-related datasets
Collaborate with cross-functional stakeholders — including product, risk, finance, and compliance — to define metrics, align on data definitions, and standardize reporting
Provide actionable recommendations based on data findings to support user acquisition, trading volume growth, and product monetization strategies

Required Qualifications:

Fluent in English and Mandarin (written and spoken)
5+ years of experience in data analysis, business intelligence, or a related analytical role
Background in options trading, derivatives, or TradFi financial products required
Strong proficiency in SQL and at least one analytical programming language (Python or R)
Experience with BI/visualization tools (Tableau, Looker, Power BI, or similar)
Solid understanding of options mechanics — payoff structures, Greeks (Delta/Gamma/Vega/Theta), implied volatility, open interest, and expiry dynamics
Familiarity with TradFi asset classes — equities, equity indices, metals, commodities, and foreign exchange — and their perpetual contract equivalents
Strong analytical thinking with the ability to translate complex trading data into clear, actionable insights
High attention to detail and commitment to data accuracy
Ability to work independently in a remote environment
Comfortable working across different timezones

Preferred Qualifications:

Familiarity with crypto options products — USDC-margined options, volatility surface construction, or DeFi options protocols
Experience with trading flow analysis, market microstructure, or execution quality metrics
Experience with statistical analysis, forecasting, or quantitative techniques applied to derivatives or multi-asset trading scenarios
Prior experience at a crypto exchange, digital asset platform, or traditional brokerage with derivatives and multi-asset capabilities
Understanding of options market-making, hedging workflows, or institutional trading behavior

Why Join Us
At Bybit, we are committed to fostering a supportive and enriching work environment.
Our benefits include:
- Study Growth Fund: We support your professional development and continuous learning.
- Internal Events: Participate in regular team-building activities, workshops, and events designed to promote collaboration and innovation.
- Global Collaboration: Be part of a diverse, international team, working alongside colleagues from around the world.
- Career Advancement: Access opportunities for growth and advancement within a rapidly expanding global company.
- Internal Mobility: Grow with us- Your long-term development is important to us. We offer internal job opportunities to help build your career path.

Senior Data Analyst - trade.fi

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