Senior Product Data Analyst - AP & Network Analytics

BILL; United States; Remote; USD 127,000 - 152,000; Full time

Benefits offered by this job

Health, dental, vision plans

HSA & FSA accounts

Life Insurance & disability

Employee Assistance Program

11+ holidays and wellness days

Employee Stock Purchase Program

Wellness & Fitness initiatives

Recognition & referral programs

Job summary

Innovate with purpose at BILL. We seek a Product Analytics owner for Accounts Payable to define and own analytics, collaborate with Product and Engineering, and drive data-informed decisions from day one.

You will lead metric definitions, run experiments, build dbt models, and deliver executive-ready insights that shape the AP roadmap and business outcomes.

Qualifications

• 5+ years in product analytics, data science or a related quantitative field, owning a domain end to end.
• 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.

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.

Skills

5+ years in product analytics

Advanced SQL

Python

Causal inference

AI-native fluency

Data storytelling

End-to-end ownership

Experimentation

Self-directed work

Tools

dbt or similar

Job description

Innovate with purpose

At BILL, we believe in empowering the businesses that drive our economy. By replacing outdated financial processes with innovative tools, we help businesses—from startups to established brands—make smarter decisions and gain control of their operations. And we don’t stop there: we’re creating the future of financial automation so businesses can spend more time on what matters.

Working here means you become part of a vision-driven team that’s ready to tackle challenges and build cutting-edge solutions. We value purpose, drive, and curiosity—and we thrive in a fast-paced, ever-changing environment. We’re remote-first, with office spaces in San Jose, CA and Draper, UT - and opportunities to connect in person when it counts. BILLders collaborate to deliver real impact for businesses that need more time in their busy weeks.

BILL builds high performing teams and we seek to hire the best talent for every role. We’re committed to building a workplace that fosters inclusion and diverse perspectives, valuing each person’s unique skills and experiences. We’d love to hear from you—you might be just what we’re looking for, whether in this role or another.

Let’s give businesses more time for what matters.

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

Don’t believe us? Check out our culture, benefits, and teams on our career site, LinkedIn Life, or YouTube pages.

BILL is an Equal Opportunity Employer. We believe our best ideas come from the unique stories, perspectives, and experiences of our team members. We welcome people of all backgrounds, abilities, and identities to bring their authentic selves and contribute to our culture.

We are committed to a transparent, inclusive hiring process that reflects our values. If you need accommodations at any stage, please contact [e-mail]. To ensure a fair evaluation, our Candidate Integrity Policy prohibits the use of unapproved external assistance, including generative AI, during live interviews or assessments. Doing so will result in a review and potential disqualification.

Our Applicant Privacy Notice describes how BILL treats the personal information it receives from applicants.