Senior Data Analyst
1 week ago
Headquartered in Silicon Valley, Meshy is the leading 3D generative AI company on a mission to Unleash 3D Creativity by transforming the content creation pipeline. Meshy makes it effortless for both professional artists and hobbyists to create unique 3D assets-turning text and images into stunning 3D models in just minutes. What once took weeks and cost $1,000 now takes just 2 minutes and $1.
Our world-class team of top experts in computer graphics, AI, and art includes alumni from MIT, Stanford, and Berkeley, as well as veterans from Nvidia and Microsoft. Our talent spans the globe, with team members distributed across North America, Asia, and Oceania, fostering a diverse and innovative multi-regional culture focused on solving global 3D challenges. Meshy is trusted by top developers, backed by premiere venture capital firms like Sequoia and GGV, and has successfully raised $52 Million in funding.
Meshy is the market leader, recognized as the No.1 in popularity among 3D AI tools (according to 2024 A16Z Games) and No.1 in website traffic (according to SimilarWeb, with 3 Million monthly visits). The platform boasts over 5 Million users and has generated 40 Million models.
Founder and CEO Yuanming (Ethan) Hu earned his Ph.D. in graphics and AI from MIT, where he developed the acclaimed Taichi GPU programming language (27K stars on GitHub, used by 300+ institutes). His work is highly influential, including an honorable mention for the SIGGRAPH 2022 Outstanding Doctoral Dissertation Award and over 2,700 research citations.
About the Role
We are seeking a data-driven analyst who is passionate about user growth. You will work closely with our growth team to uncover insights from user behavior, identify growth opportunities and bottlenecks, and design actionable data strategies. Your core focus will be building and optimizing our growth funnel, conducting granular user segmentation, and developing strategies for different user groups. You will also evaluate advertising and KOL (Key Opinion Leader) campaign performance, providing key insights to inform user acquisition and monetization success at Meshy.
What You'll Do:
Data-Driven Growth Analysis
- Build, monitor, and continuously optimize the full-funnel growth process from acquisition, activation, and retention to monetization and referral.
- Analyze conversion rates across funnel stages, identify growth bottlenecks, and deliver actionable optimization recommendations.
- Evaluate A/B tests and product launches, assessing their impact on key growth metrics to guide product iteration.
- Develop and refine user segmentation models based on behavior, lifecycle stage, and business value.
- Identify and profile key user cohorts such as high-value users and at-risk churn users, uncovering their characteristics and needs.
- Partner closely with operations, marketing, and product teams to provide data support and strategic input for initiatives like user segmentation and pricing.
- Measure and optimize the effectiveness of user-focused operational strategies.
- Advertising: Track and analyze campaign performance across acquisition channels, providing insights for budget allocation and optimization.
- KOL & Content Marketing: Establish frameworks to evaluate KOL marketing ROI and provide data-driven guidance for influencer and content strategies.
- Help define and maintain core business metrics, and build dashboards to ensure efficient access to insights.
- Collaborate with data engineers to ensure data accuracy, completeness, and continuous improvement of growth-related data models.
Required:
- Bachelor's degree or higher in Mathematics, Statistics, Computer Science, Economics, or a related field.
- 3+ years of experience in data analysis, business analysis, or growth analysis within internet-based industries. Experience with SaaS, productivity, or content creation products preferred.
- Proficiency in SQL and ability to write complex queries for data extraction and aggregation.
- Skilled in at least one analytics/visualization tool such as Tableau, Power BI, Looker, or Metabase.
- Strong understanding of statistical analysis and A/B testing principles.
- Deep understanding of user growth concepts and familiarity with the AARRR (Acquisition-Activation-Retention-Revenue-Referral) framework.
- Excellent logical thinking, business acumen, and communication skills; able to clearly present complex analytical findings to non-technical stakeholders.
- Experience with dbt or building data infrastructures/schemas.
- Hands-on experience with user behavior analytics tools such as Amplitude, PostHog, or Mixpanel.
- Familiarity with attribution tools like Google Analytics or AppsFlyer.
- Basic understanding of machine learning; experience in building user segmentation, LTV prediction, or churn-forecasting models.
- Strong interest or background in AIGC, 3D graphics, or digital content creation.
- Experience using Python or R for data cleaning, analysis, and modeling.
- Brain: We value intelligence and the pursuit of knowledge. Our team is composed of some of the brightest minds in the industry.
- Heart: We care deeply about our work, our users, and each other. Empathy and passion drive us forward.
- Gut: We trust our instincts and are not afraid to take bold risks. Innovation requires courage.
- Taste: We have a keen eye for quality and aesthetics. Our products are not just functional but also beautiful.
- Competitive salary and equity incentives to share in the company's success.
- A unique opportunity to work at the intersection of technology and creativity in the fast-growing AIGC sector.
- A flat, open, and geek-friendly culture that encourages innovation and self-motivation.
- Collaboration with top AI experts and product teams for accelerated personal growth.
- Comprehensive benefits, including full social insurance, annual health checkups, paid vacation, and team-building activities.
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