Sunbit

Director of Analytics, Merchant Ecosystem

Sunbit • $180K — $220K *
Consumer Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years in analytics or data science, with experience managing and developing analysts.
  • Bachelor's or master's degree in a quantitative field.
  • Expert in SQL, with working knowledge of Python or R.
  • Experience building self-service analytics and maintaining data quality practices.
  • Hands-on experience with LLM- or agent-based analytics in business contexts.
  • Strong background in funnel and conversion analytics for high-volume products.
  • Proven ability to influence senior leaders and collaborate with cross-functional teams.

Responsibilities

  • Lead the transition to self-service analytics, setting adoption targets and reporting on progress.
  • Manage the certified metric layer in Snowflake, ensuring consistent answers to queries.
  • Implement conversational analytics with AI/ML, driving adoption beyond pilot stages.
  • Establish accuracy checks and review processes for AI-assisted analysis.
  • Develop a comprehensive view of the BNPL application funnel and improve loan performance.
  • Measure merchant lifecycle performance and define healthy merchant characteristics.
  • Oversee merchant KPI definitions and lead experimentation practices like A/B testing.

Benefits

  • Join a rapidly growing startup recognized as a Most Loved Workplace and featured in Forbes Fintech 50.
  • Mission-driven, collaborative work environment.
  • Unlimited PTO for work-life balance.
  • Comprehensive health insurance options including medical, dental, and vision.
  • 401K plan with matching contributions.
  • Cell phone stipend to support connectivity.
  • Newly added benefits like HSA and pet insurance.
Full Job Description
Description

JOB TITLE: Director of Analytics, Merchant Ecosystem

LOCATION: Los Angeles, CA (hybrid in our Westwood office)

REPORTS TO: Head of Data

The Role:

We are looking for a hands-on Director of Analytics to lead Merchant Ecosystem analytics. You will manage a team of senior analysts and work directly with Merchant and company leaders.

The role has two halves. First, you will own analytics self-serve: moving us from a model where business teams ask analysts for answers, to a governed, agent-enabled environment where they answer their own questions with data they trust. Second, you will own merchant and BNPL analytics, including the loan application funnel and loan performance.

You do not need a lending background. If you are strong on funnel analytics and self-serve, we will teach you the BNPL domain.

Requirements

What you'll do:

  • Own analytics self-serve. Lead the move from analyst-led reporting to governed self-service, and set the adoption targets you report on.
  • Own the semantic layer. Own the certified metric layer in Snowflake that both Sigma and AI agents query, so the same question always returns the same answer. Decide what gets certified and who approves changes.
  • Put analytics agents into real use. Work with Data Engineering, Product, and AI/ML to give business teams conversational analytics. Choose the use cases, set the guardrails, and drive adoption past the pilot stage.
  • Govern AI-assisted analysis. Set accuracy checks, review thresholds, and escalation paths. Measure agent answer quality the way you would measure a model.
  • Own the BNPL application funnel. Build the trusted view of the loan journey: application starts, drop-off, decision outcomes, approval and take rates, funding, and loan performance. Find the friction, and work with Product, Credit, and Engineering to remove it.
  • Own merchant lifecycle performance. Measure how merchants are acquired, activated, and retained across our verticals. Define what a healthy merchant looks like, and what predicts the ones that stall.
  • Set the standard for evidence. Own merchant KPI definitions, and run the experimentation practice: A/B tests, incrementality reads, and elasticity studies.
  • Lead the team and advise executives. Manage, coach analysts. Act as the analytics partner to Merchant and company leadership. Expect about 30-40% of your time to be your own hands-on analysis.


What You'll Bring:

  • 8+ years in analytics or data science, including managing and developing analysts. Bachelor's or master's degree in a quantitative field.
  • Expert SQL, plus working Python or R. You are still comfortable working in the data yourself.
  • Proven experience building self-service analytics: certified metric definitions, a semantic or modeling layer, and the data quality practices that keep them trusted.
  • Hands-on experience putting LLM- or agent-based analytics into real business use. You can explain how you measured accuracy and handled failure cases.
  • Strong funnel and conversion analytics in a high-volume consumer or transactional product, plus solid experimentation skills.
  • A track record of influencing senior leaders and working as a peer to Product, Engineering, and business teams.


Preferred Experience:

  • Snowflake semantic views, Cortex Analyst, or Cortex Agents.
  • Sigma, or another warehouse-native BI tool.
  • BNPL, consumer lending, or payments. Helpful, but not required.
  • A two-sided or merchant-network business.

You do not need to meet every point. If the core of this role fits you, please apply.

How We Pay:

  • We believe in paying fairly and equitably based on a number of factors including but not limited to previous experience, relevant work history, interview performance, geographical location, internal equity, and expected level of ownership.
  • We are targeting a salary of $180,000 - $220,000 per year for this role
  • This role will also be granted company equity via stock options


The Perks:

  • Join one of LA's fastest growing startups (2023), A Most Loved Workplace, #576 on the 2023 Inc 5000 list, and Forbes Fintech 50 (2024)
  • Mission driven + empowered + collaborative
  • Competitive pay and stock options
  • Unlimited PTO
  • Health Insurance options including Medical, Dental, Vision, Life, EAP, FSA, & Parental Leave
  • Newly added HSA and Pet Insurance
  • 401K Plan with Matching
  • Cell Phone Stipend
  • Team based strategic planning + Team owned deliverables

About Sunbit

Sunbit is a financial technology company that provides point-of-sale financing solutions for consumers. The company partners with merchants to offer financing options for purchases, such as dental work, auto repairs, and home improvement projects. Sunbit was founded in 2016 and is headquartered in Los Angeles, California. The company's mission is to make financing more accessible and affordable for consumers.
Learn more about Sunbit
Size
100 employees
Industry
Founded
2016

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