Bill.com

Senior Product Data Analyst - AP & Network Analytics

Bill.com • $126K — $151K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years in product analytics or data science with end-to-end domain ownership.
  • Proven ability to self-direct and solve high-impact problems independently.
  • Advanced skills in SQL and strong working knowledge of Python.
  • Experience with production tools like dbt, including model building and version control.
  • Familiarity with experimentation methodologies and causal inference principles.
  • Strong understanding of AI tools and their practical applications in analytics.
  • Ability to distill complex data insights into actionable frameworks for product teams.

Responsibilities

  • Set and prioritize the analytics agenda for the Accounts Payable product.
  • Establish and manage the analytics relationship with Product, including defining metrics and conducting regular reviews.
  • Conduct experiments using causal inference to validate metrics and recommendations.
  • Develop and sustain production-grade data models in dbt, ensuring quality and documentation.
  • Automate reporting processes to optimize time for strategic analytics work.
  • Lead the creation and dissemination of executive reporting to leadership.
  • Engage in data quality checks alongside engineering to ensure consistency and accuracy across metrics.

Benefits

  • 100% paid employee health, dental, and vision plans.
  • HSA & FSA accounts available for employees.
  • Comprehensive life insurance and disability coverage.
  • Employee Assistance Program (EAP) for wellness support.
  • Flexible time off including 11+ holidays and wellness days.
  • Employee Stock Purchase Program with discounts.
  • Wellness initiatives and fitness programs for all employees.
  • Employee recognition and referral programs.
Full Job Description
Make your impact within a rapidly growing Fintech Company

As part of the Product Analytics team, you will be the analytics owner for our Accounts Payable product. Not a role that runs the analyses Product hands you but one that finds the analysis Product did not know to ask for: the metric that is quietly wrong, the automation nobody noticed, the deep dive that changes a roadmap call. You will work directly with Product, Engineering, and AP leadership, with real ownership and executive visibility from day one.

Responsibilities
  • Set the analytics agenda for AP. Find product opportunities, data gaps, and automation candidates, and bring them to Product as recommendations that shape the roadmap.
  • Own the AP analytics relationship: metric and OKR definition, a standing review cadence with Product, and a deep-dive practice you drive.
  • Run experiments and apply causal inference, so recommendations rest on what moved a metric, not on correlation.
  • Build and maintain production-grade data models in dbt with tests, documentation, and version-controlled workflows.
  • Build with AI-assisted workflows by default, and automate recurring reporting to free your time for higher-value work.
  • Drive executive reporting and its adoption across leadership and Product.
  • Present with confidence to senior stakeholders, and hold your ground when a metric is contested.
  • Partner with data engineering to validate data quality and metric definitions, and fix documentation-to-logic drift when you find it.

We would love to chat if you have
  • 5+ years in product analytics, data science or a related quantitative field, owning a domain end to end.
  • A track record of self-directed work: finding high-impact problems and shipping the fix.
  • Advanced SQL and strong Python.
  • Production experience with dbt or similar: models, tests, documentation, version-controlled review.
  • Fluency in experimentation and causal inference, and the judgment to know when an experiment is the right tool.
  • Genuine AI-native fluency. You build with agentic coding tools already, and you know from experience where their output can and cannot be trusted.
  • The judgment to turn an ambiguous question into a metrics framework, and the spine to defend it.
  • Data storytelling that turns a complex finding into a decision a product team acts on.

Visa Sponsorship: Please note that this position is not eligible for visa sponsorship. Applicants must have authorization to work in the United States without requiring visa sponsorship now or in the future.

#LI

The estimated salary range for this role is noted below for our San Jose based role. Our ranges for each role and job level are based on a variety of factors including candidate experience, expertise, and geographic location and may vary from the amounts listed above. The role is also eligible for a competitive benefits package that includes: medical, dental, vision, life and disability insurance, 401(k) retirement plan, flexible spending & health savings account, paid holidays, paid time off, and other company benefits.

San Jose pay range

$126,900-$151,800 USD

The estimated base salary range for this role is noted below for our office location in Draper, UT. Additionally, this role is eligible to participate in BILL's bonus and equity plan. Our ranges for each role and job level are based on a variety of factors including candidate experience, expertise, and geographic location and may vary from the amounts listed above. The role is also eligible for a competitive benefits package that includes: medical, dental, vision, life and disability insurance, 401(k) retirement plan, flexible spending & health savings account, paid holidays, paid time off, and other company benefits.

Draper UT pay range

$107,800-$129,100 USD

What's in it for you?

Redefining how businesses automate their work is a fast-paced, exciting, and fun environment. But we also have benefits and perks to ensure the magic isn't only experienced by our customers, but by our employees as well.

Here is a preview of some of the amazing benefits here at BILL:

  • 100% paid employee health, dental, and vision plans (choose HMO, PPO, or HDHP)
  • HSA & FSA accounts
  • Life Insurance, Long & Short-term disability coverage
  • Employee Assistance Program (EAP)
  • 11+ Observed holidays and wellness days and flexible time off
  • Employee Stock Purchase Program with employee discounts
  • Wellness & Fitness initiatives
  • Employee recognition and referral programs
  • And much more

About Bill.com

Bill.com is a provider of cloud-based software that simplifies, digitizes, and automates complex back-office financial operations for small and midsize businesses. The company's AI-enabled financial software platform helps businesses manage their cash inflows and outflows. Bill.com's software integrates with accounting software, payment systems, and banks to streamline the financial workflow process. The company was founded in 2006 and is headquartered in San Mateo, California.
Learn more about Bill.com
Size
1,384 employees
Market Cap
$11 billion
Industry
Net Income
-$47.9 million
Founded
2006
Revenue
$183.5 million
NASDAQ

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