About the role

Analytics Engineer at fintech company working on data models and metrics. Collaborating across teams to inform business strategy and drive growth.

Responsibilities

Partner with stakeholders across to understand their data needs and translate them into clear modeling and reporting requirements.
Design, build, and maintain core data models (e.g., customer, account, transaction, product usage) using tools like dbt to transform raw logs into canonical, analytics-ready datasets.
Define and maintain company-wide metrics for business health, customer engagement, product usage, transaction volumes, payment success rates, and other mission-critical KPIs.
Build and evolve ELT/ETL pipelines and orchestration to ensure timely, accurate delivery of data into Rain’s warehouse.
Develop dashboards and self-serve analytics layers that make it simple for non-technical teams to explore data, track performance, and answer their own questions.
Analyze cross-customer and cross-product trends to surface insights that inform product roadmap, go-to-market strategy, and operational improvements.
Establish and enforce data quality standards, testing, documentation, and governance so teams can trust the numbers as we scale.
Continuously improve Rain’s analytics stack evaluating new tools, refining models, and raising the bar on performance, reliability, and usability.

5–7+ years in analytics engineering, data analytics, or data engineering roles, ideally at early-stage or high-growth B2B SaaS, fintech, or payments companies.
Strong analytics skills with deep proficiency in SQL and experience building dimensional / semantic models that are easy for others to use.
Hands-on experience with analytics tooling (e.g., dbt, modern ELT tools, Airflow orchestration frameworks) and cloud data warehouses (Snowflake, BigQuery, or Redshift).
You don’t just ship tables and charts—you partner with teams to clarify the questions that matter, design the right metrics, and translate data into strategic recommendations.
Clear communicator – Able to distill complex data concepts into simple, compelling stories and artifacts for executives, GTM leaders, and customers.
Motivated by helping Rain prove and quantify value to enterprise clients and giving customer-facing teams the data they need to win.

Top-tier coverage: We cover 95% of Medical, Dental, and Vision premiums.
401(k) with matching: Invest in your future, just like we’re investing in ours.
Ownership that matters: Every team member gets equity because we believe in building together.
Work your way: Flexible hybrid setup with a prime SoHo oﬃce for NYC-based teammates.
Unlimited PTO: Because time to rest and reset is just as important as time to ship.
Product-first perks: Monthly budget to test our cards and features like a real user.
Wellness support: Monthly stipend to spend on fitness, therapy, or whatever keeps you thriving.
Home oﬃce setup: One-time stipend to create a space that works for you.
Team connection: Frequent company events, team dinners, and oﬀsites to stay connected.