--- title: 'Product Data Scientist (Growth) at OpenArt AI' canonical: 'https://feeny.ai/job/product-data-scientist-growth-openart-ai-san-carlos-ddp2bhtnj311' type: 'job' last_seen: '2026-10-17' --- # Product Data Scientist (Growth) at OpenArt AI - **Company:** OpenArt AI - **Location:** San Carlos, CA - **Employment:** full-time - **Work type:** hybrid - **Posted:** 2026-10-13 - **Last confirmed live:** 2026-10-17 - **Apply:** https://jobs.ashbyhq.com/openart/94da224a-3f8b-4967-86e5-4ddee078ecc9 ## Job description Product Data Scientist (Growth) 🎨 About OpenArt OpenArt is an AI Storytelling and Visual Creation Platform used by millions worldwide. We’re building the next generation of creative tools powered by cutting-edge AI, enabling anyone to create videos, visuals, characters, and stories with unprecedented speed and imagination. We believe the future of creativity is AI-native, and we’re shaping that future. 🚀 Why Join OpenArt - Ride an inflection point. OpenArt has grown 7–10X in revenue over the past 2 years in one of the hottest categories in tech. Every experiment you run compounds against a steep trajectory. - Own the experimentation practice — you'll be the person who defines how OpenArt tests, learns, and ships product changes with real statistical rigor. - Direct impact on the funnel. Your work will shape activation, conversion, monetization, and retention for millions of creators. - Meaningful equity, real upside at an early-stage company with strong momentum. - Cross-functional partnership with Product, Design, Engineering, and Data team. - Build from 0 → 1. Experimentation infrastructure, growth measurement, and retention frameworks are being laid down now — you'll shape them. - High ownership, low process, fast iteration environment. 🎯 About the Role We're looking for a Product Data Scientist focused on growth and retention to be the analytical partner PMs and engineers rely on when they ship changes to OpenArt's product experience. This role sits at the intersection of experimentation, product analytics, and growth strategy. Your primary job is to turn data into product decisions that move the funnel — activation, conversion, monetization, and retention — through rigorous A/B testing and sharp behavioral insights. You'll work closely with Product, Engineering, and Growth — designing and analyzing experiments across signup, onboarding, activation, paywall/pricing, feature adoption, and retention loops. You'll also do the deep-dive analyses that shape what teams decide to build in the first place: funnel diagnostics, cohort behavior, LTV segmentation, and retention driver analysis. 🛠 What You’ll Do Experimentation (primary) - Design, run, and analyze A/B tests and other causal experiments across signup, onboarding, activation, monetization, and retention surfaces. - Set the bar for experimental rigor at OpenArt — help decide test sizing, MDE, run duration, primary/secondary metrics, and readout standards. - Debug and resolve tricky test issues — sample ratio mismatch, novelty effects, interaction effects, multiple comparisons, segment heterogeneity. - Build and evolve OpenArt's experimentation practice as we scale — playbooks, guardrails, and post-launch validation. Growth & retention insights - Deep-dive analyses on the growth funnel: signup → activation → paid conversion → retention → resurrection. - Own retention analysis — identify what drives long-term retention vs. churn, and translate that into product recommendations. - LTV and cohort analyses that shape pricing, packaging, and monetization decisions. - Behavioral segmentation — find the user segments that matter and what drives their behavior. - Opportunity sizing — quantify the potential impact of proposed product changes before engineering builds them. Metrics & measurement - Define and own key product metrics (activation, engagement, retention, monetization) alongside PMs. - Build and validate dashboards that leaders trust. - Ensure metric definitions stay consistent across product, marketing, and finance. Communication & influence - Translate analyses into crisp, opinionated recommendations that PMs, engineers, and execs act on. - Push back with data when a proposed experiment is underpowered, mis-scoped, or measuring the wrong thing. 🧑‍💻 What We’re Looking For Core Requirements - 3–6 years of experience in data science or analytics supporting product, growth, or lifecycle teams (level and title flex based on candidate). - Solid A/B testing depth. You've designed, run, and analyzed a lot of experiments. - Strong SQL and Python — comfortable working with data end-to-end without hand-holding. - Solid statistical foundation - Product intuition and insight-generation instinct - Excellent communication — you can tell a clear data story to a PM, an engineer, or a CPO, and hold your own in a room with strong opinions. - High ownership and comfort in ambiguity. ## Nice to Have - Experience as an early hire at a consumer startup. - Experience with consumer products, marketplaces, or subscription businesses. - Experience with experimentation platforms (in-house or vendor: Statsig, Optimizely, etc.). - Familiarity with causal inference methods beyond A/B tests (diff-in-diff, synthetic control, propensity matching, CUPED). - Experience with our stack: BigQuery, Amplitude, Metabase, Stripe, GCP. - Exposure to AI/ML products or generative AI. - Comfort working across time zones with a globally distributed team. ⚙ Tech Stack You’ll Work With BigQuery, SQL, Python, Amplitude, Metabase, Stripe, GCP 💰 Compensation - Competitive base salary and bonus program - Equity — meaningful ownership in what you build - High autonomy, high growth environment 🌍 Work Setup - Bay Area preferred (hybrid allowed) - Visa sponsorship available - We’ll consider remote for exceptional candidates ## About OpenArt AI ## Company Overview - **One-liner**: OpenArt is an all-in-one AI creative platform that enables users to generate, edit, and remix images, videos, characters, audio, and 3D worlds through a single interface. - **Entity Type**: Private (Series A) - **Headquarters**: San Francisco, California, United States - **Founded**: 2022 - **Founders**: Coco Mao (CEO), John Qiao (CTO) – both former Google engineers ## Core Business - Primary Industry: Technology, Information and Internet; AI‑powered creative tools - Target Customers: B2C (millions of individual creators) and B2B (brands, studios, content teams) - Mission Statement: “Build the future of storytelling with AI.” ## Products & Services - **Image Generation & Editing** – Generate images using models like GPT Image 2, Nano Banana Pro, Seedream 5.0, and edit within the same canvas (erase, expand, restyle, upscale to 4K). - **Video Generation** – Create videos up to 15 seconds at up to 4K resolution, choosing from models such as Veo 3.1, Seedance 2.0, Kling 3.0 Omni, and Sora 2. Refine or edit each generation. - **Character Builder** – Build consistent characters using reference images or text; characters can be reused across images, scenes, and videos with the same face and style. - **World** – Generate persistent, navigable 3D spatial environments from a single prompt or reference images; add characters, place objects, take still photos, or export to 3D tools. - **Audio** – AI voiceovers in 30+ languages with lip‑sync, original music generation, and sound effects (footsteps, rain, etc.). Export as WAV or MP3 timed to video. - **OpenArt Director** – Storyboard and refine video sequences using natural‑language chat for granular shot‑by‑shot control. - **Smart Shot** – Convert a single prompt into 3–5 cinematic cuts with varied angles, camera moves, and visual consistency. ## Market Standing - **Valuation**: Not publicly disclosed - **Key Metrics**: - **Annual Recurring Revenue**: Grew from $10.5 M to over $70 M in 2025 (7× growth) [[openart.ai/blog]](https://openart.ai/blog/the-openart-story/) - **Monthly Active Users**: 8 million+ [[openart.ai/blog]](https://openart.ai/blog/the-openart-story/) - **Total Funding**: $40 M+ across three rounds: - Seed (June 2023): $5 M led by DCM Ventures and CapitalOven [[tracxn.com]](https://tracxn.com/d/companies/openart/__rGLZ4jZtTKFqOnIFJpVIpXqrPEtJHfzKwCfxXxYFnns) - Venture Round (Aug 2025): $5 M [[linkedin.com]](https://www.linkedin.com/company/openart-ai) - Series A (2026–Q1): $30 M – $35 M (conflicting reports) led by Canaan Partners [[openart.ai/blog]](https://openart.ai/blog/the-openart-story/) - **Notable Investors/Partners**: Canaan Partners, DCM Ventures, CapitalOven; partnerships with leading AI model providers (Seedream, Google Veo, Kling, etc.) - **Growth Signals**: - Employee headcount: 67 (1,172.7% YoY growth; 29.6% monthly growth) [[linkedin.com]](https://www.linkedin.com/company/openart-ai) - Presence in 17 countries across North America, Asia, and Europe - Hosted the world’s first AI Influencer Summit and produced “Bot House,” the first AI reality TV show ## Competitive Advantages - **All‑in‑one platform**: Instead of juggling separate tools (Midjourney for images, Runway/Sora for video, etc.), users access images, video, characters, audio, and 3D worlds under a single subscription. - **Character consistency**: A core differentiator – one character can be reused across images, scenes, and videos with the same look, enabling storytelling and AI influencers. - **Model agnosticism**: The platform bundles multiple top‑tier AI models (Seedream, Veo, GPT Image, Kling, Sora, etc.), letting users pick the best option per project without paying multiple subscriptions. - **Strong retention driven by storytelling**: The metric most watched is not ARR but how often creators return to deepen characters and expand universes. ## Strategic Focus - Continue building the end‑to‑end creative platform for storytellers (characters, worlds, long‑form video) - Expand the AI influencer and brand‑mascot market (e.g., AI Influencer Summit, Bot House reality show) - Deepen integration of audio and video editing for professional studios - Grow the engineering and product teams – “We’ve nearly doubled in size this year, and the pace isn’t slowing down.” [[openart.ai/blog]](https://openart.ai/blog/the-openart-story/) ## Why Work Here - **Culture**: Fast‑moving, lean team that “move[s] fast, over‑communicate[s], and put[s] storytelling at the heart of everything.” [[openart.ai/blog]](https://openart.ai/blog/the-openart-story/) - **Growth trajectory**: Company experienced 7× ARR growth in one year and is actively hiring across departments (engineering, design, product, marketing) - **Founders**: Ex‑Google (Coco Mao, John Qiao) with a track record of launching products at scale (short‑form video platform acquired by Google Search) - **Work model**: Hybrid / office presence in San Francisco (HQ) and Redwood City; no formal remote‑first policy stated - **Notable**: Free trial available for users; employees have backgrounds from top AI companies (Stability AI, Invideo, ImagineArt, etc.) ## Sources 1. [linkedin.com](https://www.linkedin.com/company/openart-ai) 2. [openart.ai](https://openart.ai/) 3. [openart.ai/blog](https://openart.ai/blog/the-openart-story/) 4. [tracxn.com](https://tracxn.com/d/companies/openart/__rGLZ4jZtTKFqOnIFJpVIpXqrPEtJHfzKwCfxXxYFnns) 5. [jobs.ashbyhq.com](https://jobs.ashbyhq.com/openart) ## Other roles at OpenArt AI - [Growth Data Engineer](https://feeny.ai/job/growth-data-engineer-openart-ai-san-carlos-ra3jmx87c3bc) — San Carlos, CA - [Senior Content Marketing writer, Enterprise](https://feeny.ai/job/senior-content-marketing-writer-enterprise-openart-ai-san-carlos-95qfaj299cvn) — San Carlos, CA - [Creative Lead, Organic & Social](https://feeny.ai/job/creative-lead-organic-social-openart-ai-pakistan-jyctqcvezv2k) — Pakistan - [HR Generalist](https://feeny.ai/job/hr-generalist-openart-ai-san-francisco-m9mm6cawtsfg) — San Francisco, CA - [VP of Finance](https://feeny.ai/job/vp-of-finance-openart-ai-san-carlos-stee72cj1dcs) — San Carlos, CA - [Senior Product Manager, Enterprise](https://feeny.ai/job/senior-product-manager-enterprise-openart-ai-san-carlos-ktw96a9jb42g) — San Carlos, CA - [Forward Deployed Creatives](https://feeny.ai/job/forward-deployed-creatives-openart-ai-united-states-c5gfy553qgpq) — United States - [Head of Product Marketing](https://feeny.ai/job/head-of-product-marketing-openart-ai-san-carlos-zh50wyfg1y4r) — San Carlos, CA - [Strategic Account Manager](https://feeny.ai/job/strategic-account-manager-openart-ai-los-angeles-eqgzgh2btn36) — Los Angeles, CA - [Head of Influencer Marketing](https://feeny.ai/job/head-of-influencer-marketing-openart-ai-san-carlos-rsqeww103wxa) — San Carlos, CA