Sr. Data Scientist
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Role details
Tech stack
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Job description
- Optimize the resident journey: Map, measure, and refine end-to-end enrollment and purchase funnels to drive measurable adoption of resident insurance, rewards, and benefit offerings.
- Scale experimentation rigor: Build and implement standard causal inference and A/B testing frameworks that validate product hypotheses originated by both product teams and AI agents.
- Drive retention & sustained engagement: Develop user behavioral segmentation models to uncover product-market fit signals, curb cancellations, and lift insurance renewal and benefit utilization rates.
- Accelerate analytical velocity with AI: Integrate modern AI developer workflows (such as agentic coding assistants and pipeline automation) into team operations while establishing rigorous auditing and QA practices.
- Build reusable data assets: Architect standard metric layers and cross-product analytical frameworks that serve as single sources of truth for resident adoption and financial metrics.
- Multiply team capabilities: Elevate data science standards across the organization through active design/code reviews, technical mentorship, and knowledge sharing on complex statistical problems.
Requirements
- Demonstrated success partnering cross-functionally with Product, Engineering, Design and Business leaders to translate analytical findings into strategic product decisions.
- Deep expertise in user behavioral data, cohort retention modeling, conversion funnel optimization, and designing complex A/B or causal experiments.
- Hands-on experience building, transforming, and validating production data pipelines and creating centralized metric layers.
- Proven experience building interactive decision apps, dashboards, or reporting workflows using modern stacks (Hex, Streamlit, Quarto, or comparable data app frameworks).
- Familiarity with data modeling tools like dbt, and experience working in dual-sided marketplaces, consumer workflow software, B2B2C, FinTech/InsurTech, or PropTech environments is a plus., * 6+ years of data team experience specializing in product analytics, user behavioral data, and statistical analysis.
- Advanced proficiency in SQL and strong programming skills in Python and/or R, with deep familiarity querying relational database structures and cloud data warehouses (Snowflake preferred).
- Proven track record designing, analyzing, and scaling A/B testing and causal inference frameworks.
- Demonstrated hands-on use of AI coding agents and agentic developer workflows (e.g., Claude Code, Model Context Protocol integrations, or custom skills) to accelerate analyses and automate data workflows, paired with a disciplined framework for auditing and validating AI-generated code.
- Strong executive communication and data storytelling skills, with the ability to distill complex statistical concepts into clear insights for technical and non-technical stakeholders., * Data modeling experience using dbt
- Experience building data pipelines, tooling, or automation
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Experience in one or more of the following:
- B2C marketplaces
- Customer workflow products (customer input data)
- B2B SaaS products
- Marketing software products
- Real estate sector or PropTech (specifically around resident benefits, insurance, or rewards)
Benefits & conditions
The compensation that we reasonably expect to pay for this role is: $138,400 - $173,000 base pay. The actual compensation for this role will be determined by a variety of factors, including but not limited to the candidate’s skills, education, experience, and internal equity.
Please note that compensation is just one aspect of a comprehensive Total Rewards package. The compensation range listed here does not include additional benefits or any discretionary bonuses you may be eligible for based on your role and/or employment type.
Regular full-time employees are eligible for benefits - see here., Compensation Range: $138.4K - $173K
About the company
AppFolio is more than a company. We’re a community of dreamers, big thinkers, problem solvers, active listeners, and multipliers. At every opportunity, we set the pace while delivering innovation built to carry real estate into the future. One in which every experience feels effortless, yet meaningful. Where customers are empowered to take on any opportunity. We show up as one team, connected by our values to be a force for good. Because together, we have the power to create extraordinary outcomes for our customers, our communities, and ourselves.
We’re hiring a Senior Data Scientist to drive the product analytics and experimentation strategy for AppFolio’s Resident experience business. You’ll help elevate the renter experience and protect millions of people by driving growth across our resident-facing offerings-including FolioGuard renters’ insurance, resident rewards programs, and comprehensive resident benefit packages. You will partner with product, engineering, design, and other data scientists to solve challenging problems and propel one of our fastest-growing business areas to greater heights., Why AppFolio
| Grow | We enable a culture of high performance, where delivering results is recognized by opportunities for growth and compelling total rewards. Our challenging and meaningful work drive the growth of our business, and ourselves. |
| Learn | We partner with you to realize your potential by investing in you from the start. We’re cultivating a team of big thinkers through coaching and mentorship with our best-in-class leaders, and giving you the time and tools to develop your skills. |
| Impact | We are creating a world where living in, investing in, managing, and supporting communities feels magical and effortless, freeing people to thrive. We do this by innovating with purpose while cultivating a culture of impact. We learn as much from each other as we do our customers and our communities. |
| Connect | We excel at hybrid work by fostering an environment that feels flexible, personal and connected, no matter where we are. We create space to fuel innovation and collaboration, and we come together to celebrate, connect, and succeed. |
Paddle as One.
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