Rain

Data Scientist

Rain • $120K — $150K *
Finance & Insurance
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-8+ years of experience in data analytics, business analytics, data science, or consulting.
  • Advanced SQL skills with capability in complex joins and messy schemas.
  • Proficient in BI tools for dashboard design (Metabase, Mode, etc.).
  • Strong problem-solving skills to analyze and clarify ambiguous questions.
  • Excellent communication with experience partnering with technical and non-technical teams.

Responsibilities

  • Build clear dashboards for self-service analytics.
  • Establish a rhythm for insights discovery relevant to stakeholders.
  • Own metric quality and collaborate with Product and Engineering teams.
  • Run acceptance tests to ensure data accuracy and reliability.
  • Close instrumentation gaps to enhance self-serve capabilities.

Benefits

  • Unlimited vacation with a minimum requirement of 10 days off.
  • Flexible working environment, with options for home or office work.
  • Comprehensive health, dental, and vision plans for employees and dependents.
  • 401(k) plan with a 4% company match.
  • Equity option plan for employees to share in company success.
  • Wellness spending on fitness classes, gym memberships, and other health-related activities.
  • Regular team summits for relationship building and company culture.
Full Job Description
About the Role

Rain is building a modern data team from the ground up. This role is for a high agency Data Scientist who ensures data is useful and adopted, not just available.

You'll own the tools and data that all of our leaders and teams rely on: dashboards, weekly insight loops, and deep dives that turn messy signals (logs, events, operational workflows, partner escalations) into clear priorities and actions.

You'll also be a key driver of metriccorrectness and adoption: reconciling definitions, running acceptance tests, and closing instrumentation gaps so teams can self-serve.

Reporting to the Head of Business Operations, you'll support our leadership team and work closely with Product and Customer teams to help level-up the organization.

What you'll do
  • Build dashboards and data sources that enable self-serve - clear, trusted views that drive operating cadence and day-to-day decisions.
  • Insights discovery - you'll establish a rhythm that consistently surfaces what matters to the people who need it most.
  • Own metric quality with stakeholders - you'll partner with Product and Engineering to ensure we can answer the most important questions and ensure reliability.


You are likely to succeed if you have:
  • A structured approach to problem solving and the ability to turn fuzzy questions into crisp analysis and clear actions.
  • A strong bias for action and comfort owning end-to-end analyses, from problem framing to data pulls, insights, recommendations, and follow-through.
  • Excellent communication skills and experience acting as a cross-functional thought partner to both technical and non-technical audiences
  • Advanced SQL skills, including comfort with complex joins, edge cases, and messy schemas
  • Advanced experience with BI tools (Metabase, Mode, Lightdash, Hex, or similar) and designing dashboards for self-serve analytics.
  • 5-8+ years of experience in data analytics, business analytics, data science, product analytics, consulting, or related roles.


Bonus attributes:
  • Experience in fintech, payments, card programs, or financial infrastructure.
  • Python proficiency for analysis/automation (pandas, notebooks, lightweight pipelines).
  • Strong spreadsheet skills; comfort building and QA'ing metric logic.
  • Experience using LLM tools to accelerate analysis (e.g., classification of tickets, summarization, automated insight generation).
  • Familiarity with modern data stack concepts (dbt, dimensional modeling, metrics layers) even if you're not the primary owner).

Things that enable a fulfilling, healthy and happy experience at Rain:

Unlimited time off Unlimited vacation can be daunting, so we require Rainmakers to take 10 days minimum for themselves.

Flexible working We support a flexible workplace, if you feel comfortable at home please work from home. If you'd like to work with others in an office feel free to come in. We want everyone to be able to work in the environment in which they are their most confident and productive selves. New Rainmakers will have a stipend to create a comfortable atmosphere at home.

Easy to access benefits For US Rainmakers, we offer comprehensive health, dental and vision plans for you and your dependents, as well as a 100% company subsidized life insurance plan.

Retirement goalsPlan for the future with confidence. We offer a 401(k) with a 4% company match.

Equity plan 📦 We offer every Rainmakers an equity option plan so we can all can benefit from our success.

Rain Cards 🌧 We want Rainmakers to be knowledgeable about our core products and services. To support this mission, we issue a card for our team to utilize the card for testing.

Health and Wellness High performance begins from within. Rainmakers are welcome to use their card for eligible health and wellness spending like gym memberships/fitness classes, massages, acupuncture - whatever recharges you!

Team summits Summits play an important role at Rain! Time spent together helps us get to know each other, strengthen our relationships, and build a common destiny. Expect team and company offsites both domestically and internationally.

About Rain

Rain is a clothing brand that specializes in waterproof jackets. The company was founded in 2016 and is based in Vancouver, Canada. Rain's jackets are made from a waterproof and breathable fabric and are designed to be both functional and stylish. The company offers a range of jackets for men and women, as well as accessories such as hats and bags. Rain sells its products online and through select retailers.
Learn more about Rain
Size
10 employees
Industry
Founded
2017

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