Role Description As a Data Analyst, you will be a foundational architect of our data-driven future. You won't just pull numbers; you will deliver results by uncovering the "why" behind buyer and seller behavior. - Analyze: Partner cross-functionally to identify trends that guide our global business strategy. - Empower: Design scalable, self-serve dashboards (Looker/Tableau) that help your teammates make faster, smarter decisions. - Optimize: Lead efforts to streamline data collection and translate complex business needs into clear data products. - Experiment: Collaborate with Product and Marketing to run A/B tests that directly influence our user experience. Qualifications - 2+ years in data or product analytics. - Proficiency in SQL is required. - An ability to see both the granular details and the "big picture" of a luxury marketplace. - You thrive when succeeding together and can succinctly exchange ideas with both technical and non-technical stakeholders. - A degree in a quantitative field (Statistics, Math, Econ, Business) or equivalent practical experience. Requirements - Must be authorized to work in the United States; employer sponsorship is not available. - We are not sponsoring H-1B, OPTs, or other visa categories for this role. Benefits - Competitive medical/dental/vision benefits, including a $0 single medical plan, with HSA employer contributions. Health plan includes gender affirmation and infertility care. - Flexible PTO, generally expecting employees to take around 15 days/year. - All employees enjoy ownership in 1stDibs in RSUs, through new hire grants, and/or annual refresh grants, if eligible. - The choice to work in our New York headquarters, with monthly in-office meals and mixers, and happy hours, and/or the option to work completely remotely. - Fully paid wellness benefits, including One Medical membership and WellHub. - Fully paid parental leave, leave to care for a family member, and bereavement leave, including reproductive loss. - Company match of donations to 501c3 charities, up to $250/year. - Full benefits package includes FSA, life and disability insurance, EAP, commuter benefits, and more.

• Looking at documents and drawing accurate bounding boxes around the regions that matter — fields, text blocks, tables, stamps, signatures, whatever the project calls for • Labelling and classifying each box correctly according to the annotation guidelines • Keeping your boxes tight and consistent — same standard on document one and document one thousand • Flagging edge cases, ambiguous documents, and gaps or contradictions in the guidelines instead of guessing • Reviewing and correcting your own (and sometimes others') annotations to keep quality high • Helping refine the labelling process so annotation gets faster and more consistent over time • You'll be measured on accuracy, consistency, and throughput — how much high-quality annotated data you produce, not hours logged.

• Supervise and coordinate activities of the e-file teams to ensure optimal performance and productivity. • Develop and implement workflow strategies to improve efficiency and accuracy. • Set and monitor team Key Performance Indicators (KPIs) in alignment with departmental goals. • Provide leadership and development to team leads, including coaching, mentoring, and performance evaluations. • Manage department scheduling and delegate tasks to ensure coverage and timely task completion. • Collaborate with upper management to implement department strategies and process improvements. • Oversee hiring, onboarding, and training of new team members. • Handle performance management, including conducting reviews, managing corrective actions, and executing disciplinary measures as necessary. • Ensure compliance with all relevant company policies, procedures, and regulatory requirements.

Role Description - 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. 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. Benefits - 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.