Senior Software Engineer, Backend Full Stack - Financial AI Product
for section headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. However we must only include sections when posting has real specific content. The posting includes description of role (What You Will Do) and requirements (What You Will Need). Also includes pay range. Also mentions office-based expectation (schedule? maybe not). Benefits? Not explicit beyond "competitive salary + benefits + equity". That's vague but mentions benefits. Should we include Benefits section? It says "competitive salary + benefits + equity". That's a statement about benefits but not detailed. The rule: never emit a heading followed by filler/placeholder text (e.g., "commensurate with experience", "not specified", "N/A", "varies", "TBD") and never create Pay/Schedule/Benefits sections unless the posting actually states them. It does state benefits generically, but is that enough? It says "competitive salary + benefits + equity". That is a statement that benefits exist, but not details. Might be considered substantive? The instruction: "Prefer a few substantive sections over many thin ones." Could include Benefits with that sentence. However it's vague. Might be better to omit Benefits because it's not specific. Pay is specified: range 168,000 - 280,000 USD per year. So we should include Pay section. Schedule: mentions office-based expectation: "Rippling highly values having employees working in-office... at least three days a week under current policy, to be an essential function". That's schedule info (in-office 3 days/week). So we can include Schedule section with that detail.
We also need About the role? The page already shows job title, we should not repeat job title as heading. But we can have an "About the role" section summarizing the team description? The posting includes "About Rippling" and "About The Financial AI Product Team". That's about the company/team, not necessarily role. Could treat as "About the role" content? But we should not invent headings. The instruction: use for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). So we can choose which headings to include based on content. We have content for Responsibilities (What You Will Do). Requirements/Qualifications (What You Will Need). Pay. Schedule. Possibly Benefits (if we consider it). Also maybe "About the role" could include the description of the team and mission? But that's more about the team. Could be considered "About the role". However we already have Responsibilities and Requirements sections; About the role could be a brief summary of the role purpose. The posting includes "As a Senior Software Engineer on this team, you will help define how AI becomes a core part of financial product and infrastructure at Rippling." That's role purpose. Could fit under About the role.
We must not repeat the job title as a heading. So we can have About the role
with paragraph(s) describing the role purpose and team context.
We must use - for any list of duties/requirements/benefits. The posting includes bullet-like sentences but not explicit list. We can convert each sentence into list items if they are duties/requirements. For Responsibilities: list of items: Build AI-powered product capabilities..., Design systems..., Build workflows..., Create ingestion..., Develop evals..., Partner closely..., Work through ambiguous..., Help set the engineering bar... That's a list. So we can make
- for each.
For Requirements: list items: Strong software engineering fundamentals..., Experience designing backend systems..., Strong judgment..., Interest in applied AI..., Ability to reason..., Product sense..., Ability to partner..., A high-ownership mindset... That's list.
For Benefits: we have vague statement; maybe we can skip Benefits.
Pay: we have range; we can put in
.
Schedule: we have office expectation; we can put in
.
We must not include boilerplate like EEO, accommodation, etc. Remove those.
We must preserve all substantive information; do not invent or summarize away detail. So we need to keep all details from the sections we include.
Let's extract content:
About Rippling paragraph: "Rippling gives businesses one place to run HR, IT, and Finance. It brings together all of the workforce systems that are normally scattered across a company, like payroll, expenses, benefits, and computers. For the first time ever, you can manage and automate every part of the employee lifecycle in a single system. Take onboarding, for example. With Rippling, you can hire a new employee anywhere in the world and set up their payroll, corporate card, computer, benefits, and even third-party apps like Slack and Microsoft 365—all within 90 seconds. Based in San Francisco, CA, Rippling has raised $1.4B+ from the world’s top investors—including Kleiner Perkins, Founders Fund, Sequoia, Greenoaks, and Bedrock—and was named one of America's best startup employers by Forbes."
About The Financial AI Product Team paragraph: "Rippling’s Financial Product team builds the systems that power some of the most critical financial workflows for modern businesses — including payroll, payments, reconciliation, compliance, and operational finance. These products sit at the intersection of money movement, employee trust, customer operations, and regulatory complexity. The work is high stakes: financial systems must be accurate, reliable, auditable, and resilient, even as they handle messy real-world data and complex business rules across customers, countries, and use cases. We are using AI to make these workflows dramatically simpler. That means building systems that can interpret inconsistent data, automate manual review, surface exceptions, explain outcomes, and accelerate implementation — while preserving the deterministic controls financial products require. The goal is not AI for its own sake; it is practical, production-grade AI that helps customers run financial workflows with more speed, confidence, and accuracy."
Then role purpose: "As a Senior Software Engineer on this team, you will help define how AI becomes a core part of financial product and infrastructure at Rippling."
Then What You Will Do list items (we need to capture each bullet). Let's list them:
- Build AI-powered product capabilities for complex financial workflows such as onboarding, data ingestion, reconciliation, validation, exception handling, and operational review.
- Design systems that combine model-driven reasoning with deterministic financial execution.
- Build workflows that trace financial values back to source evidence, surface unresolved gaps, and prevent downstream execution when validation fails.
- Create ingestion and normalization systems that can handle messy exports, historical records, customer-provided files, and inconsistent provider formats.
- Develop evals, testing harnesses, observability, and feedback loops to measure AI quality in workflows where “almost always right” is not good enough.
- Partner closely with product, design, operations, compliance, and platform teams to identify high-impact AI opportunities and turn them into reliable product capabilities.
- Work through ambiguous product areas, prototype quickly, and scale successful solutions into reusable product and platform primitives.
- Help set the engineering bar for correctness, auditability, security, reliability, and production safety in AI-enabled and new AI native financial products.
What You Will Need list items:
- Strong software engineering fundamentals and experience building production systems at meaningful scale.
- Experience designing backend systems, data models, APIs, workflows, or platform infrastructure for complex business domains.
- Strong judgment around reliability, correctness, edge cases, and operational risk.
- Interest in applied AI, LLMs, agents, evals, retrieval, structured extraction, or AI-assisted workflows.
- Ability to reason clearly about where AI should be used, where deterministic systems should take over, and how to build guardrails around model-driven workflows.
- Product sense and comfort operating in ambiguous problem spaces where the right answer is not obvious upfront.
- Ability to partner with product managers, domain experts, operations teams, and engineers to turn messy real-world workflows into simple, scalable software.
- A high-ownership mindset: you can take a problem from vague customer pain through architecture, implementation, rollout, measurement, and iteration.
Additional Information includes: equal opportunity boilerplate (remove), accommodation request (remove), office-based expectation: "Rippling highly values having employees working in-office to foster a collaborative work environment and company culture. For office-based employees (employees who live within a defined radius of a Rippling office), Rippling considers working in the office, at least three days a week under current policy, to be an essential function of the employee's role."
Also compensation: "This role will receive a competitive salary + benefits + equity. The salary for US-based employees will be aligned with one of the ranges below based on location; see which tier applies to your location here. A variety of factors are considered when determining someone’s compensation–including a candidate’s professional background, experience, and location. Final offer amounts may vary from the amounts listed below. The pay range for this role is: 168,000 - 280,000 USD per year(US Tier 1)"
We need to include Pay section with that range. Also maybe include a brief note about equity and benefits? The phrase "competitive salary + benefits + equity" is substantive but vague. Could include in Benefits section? But we might just include it in Pay section as additional note. However the rule: never create Pay/Schedule/Benefits sections unless posting actually states them. It does state salary range, so Pay is ok. Benefits: it mentions benefits generically but not details. Might be considered not specific enough; better to omit Benefits section. Schedule: we have office expectation, so Schedule section.
We also need to include About the role section: combine About Rippling, About The Financial AI Product Team, and role purpose? That's a lot of prose; we can put in
elements.
We must not include duplicated lines. Ensure we don't repeat.
Now produce HTML fragment:
About the role
Rippling gives businesses one place to run HR, IT, and Finance. It brings together all of the workforce systems that are normally scattered across a company, like payroll, expenses, benefits, and computers. For the first time ever, you can manage and automate every part of the employee lifecycle in a single system. Take onboarding, for example. With Rippling, you can hire a new employee anywhere in the world and set up their payroll, corporate card, computer, benefits, and even third-party apps like Slack and Microsoft 365—all within 90 seconds. Based in San Francisco, CA, Rippling has raised $1.4B+ from the world’s top investors—including Kleiner Perkins, Founders Fund, Sequoia, Greenoaks, and Bedrock—and was named one of America's best startup employers by Forbes.
Rippling’s Financial Product team builds the systems that power some of the most critical financial workflows for modern businesses — including payroll, payments, reconciliation, compliance, and operational finance. These products sit at the intersection of money movement, employee trust, customer operations, and regulatory complexity. The work is high stakes: financial systems must be accurate, reliable, auditable, and resilient, even as they handle messy real-world data and complex business rules across customers, countries, and use cases. We are using AI to make these workflows dramatically simpler. That means building systems that can interpret inconsistent data, automate manual review, surface exceptions, explain outcomes, and accelerate implementation — while preserving the deterministic controls financial products require. The goal is not AI for its own sake; it is practical, production-grade AI that helps customers run financial workflows with more speed, confidence, and accuracy.
As a Senior Software Engineer on this team, you will help define how AI becomes a core part of financial product and infrastructure at Rippling.
Responsibilities
- Build AI-powered product capabilities for complex financial workflows such as on
About the role
with paragraph(s) describing the role purpose and team context. We must use- for any list of duties/requirements/benefits. The posting includes bullet-like sentences but not explicit list. We can convert each sentence into list items if they are duties/requirements. For Responsibilities: list of items: Build AI-powered product capabilities..., Design systems..., Build workflows..., Create ingestion..., Develop evals..., Partner closely..., Work through ambiguous..., Help set the engineering bar... That's a list. So we can make
- for each.
For Requirements: list items: Strong software engineering fundamentals..., Experience designing backend systems..., Strong judgment..., Interest in applied AI..., Ability to reason..., Product sense..., Ability to partner..., A high-ownership mindset... That's list.
For Benefits: we have vague statement; maybe we can skip Benefits.
Pay: we have range; we can put in
. Schedule: we have office expectation; we can put in
. We must not include boilerplate like EEO, accommodation, etc. Remove those. We must preserve all substantive information; do not invent or summarize away detail. So we need to keep all details from the sections we include. Let's extract content: About Rippling paragraph: "Rippling gives businesses one place to run HR, IT, and Finance. It brings together all of the workforce systems that are normally scattered across a company, like payroll, expenses, benefits, and computers. For the first time ever, you can manage and automate every part of the employee lifecycle in a single system. Take onboarding, for example. With Rippling, you can hire a new employee anywhere in the world and set up their payroll, corporate card, computer, benefits, and even third-party apps like Slack and Microsoft 365—all within 90 seconds. Based in San Francisco, CA, Rippling has raised $1.4B+ from the world’s top investors—including Kleiner Perkins, Founders Fund, Sequoia, Greenoaks, and Bedrock—and was named one of America's best startup employers by Forbes." About The Financial AI Product Team paragraph: "Rippling’s Financial Product team builds the systems that power some of the most critical financial workflows for modern businesses — including payroll, payments, reconciliation, compliance, and operational finance. These products sit at the intersection of money movement, employee trust, customer operations, and regulatory complexity. The work is high stakes: financial systems must be accurate, reliable, auditable, and resilient, even as they handle messy real-world data and complex business rules across customers, countries, and use cases. We are using AI to make these workflows dramatically simpler. That means building systems that can interpret inconsistent data, automate manual review, surface exceptions, explain outcomes, and accelerate implementation — while preserving the deterministic controls financial products require. The goal is not AI for its own sake; it is practical, production-grade AI that helps customers run financial workflows with more speed, confidence, and accuracy." Then role purpose: "As a Senior Software Engineer on this team, you will help define how AI becomes a core part of financial product and infrastructure at Rippling." Then What You Will Do list items (we need to capture each bullet). Let's list them: - Build AI-powered product capabilities for complex financial workflows such as onboarding, data ingestion, reconciliation, validation, exception handling, and operational review. - Design systems that combine model-driven reasoning with deterministic financial execution. - Build workflows that trace financial values back to source evidence, surface unresolved gaps, and prevent downstream execution when validation fails. - Create ingestion and normalization systems that can handle messy exports, historical records, customer-provided files, and inconsistent provider formats. - Develop evals, testing harnesses, observability, and feedback loops to measure AI quality in workflows where “almost always right” is not good enough. - Partner closely with product, design, operations, compliance, and platform teams to identify high-impact AI opportunities and turn them into reliable product capabilities. - Work through ambiguous product areas, prototype quickly, and scale successful solutions into reusable product and platform primitives. - Help set the engineering bar for correctness, auditability, security, reliability, and production safety in AI-enabled and new AI native financial products. What You Will Need list items: - Strong software engineering fundamentals and experience building production systems at meaningful scale. - Experience designing backend systems, data models, APIs, workflows, or platform infrastructure for complex business domains. - Strong judgment around reliability, correctness, edge cases, and operational risk. - Interest in applied AI, LLMs, agents, evals, retrieval, structured extraction, or AI-assisted workflows. - Ability to reason clearly about where AI should be used, where deterministic systems should take over, and how to build guardrails around model-driven workflows. - Product sense and comfort operating in ambiguous problem spaces where the right answer is not obvious upfront. - Ability to partner with product managers, domain experts, operations teams, and engineers to turn messy real-world workflows into simple, scalable software. - A high-ownership mindset: you can take a problem from vague customer pain through architecture, implementation, rollout, measurement, and iteration. Additional Information includes: equal opportunity boilerplate (remove), accommodation request (remove), office-based expectation: "Rippling highly values having employees working in-office to foster a collaborative work environment and company culture. For office-based employees (employees who live within a defined radius of a Rippling office), Rippling considers working in the office, at least three days a week under current policy, to be an essential function of the employee's role." Also compensation: "This role will receive a competitive salary + benefits + equity. The salary for US-based employees will be aligned with one of the ranges below based on location; see which tier applies to your location here. A variety of factors are considered when determining someone’s compensation–including a candidate’s professional background, experience, and location. Final offer amounts may vary from the amounts listed below. The pay range for this role is: 168,000 - 280,000 USD per year(US Tier 1)" We need to include Pay section with that range. Also maybe include a brief note about equity and benefits? The phrase "competitive salary + benefits + equity" is substantive but vague. Could include in Benefits section? But we might just include it in Pay section as additional note. However the rule: never create Pay/Schedule/Benefits sections unless posting actually states them. It does state salary range, so Pay is ok. Benefits: it mentions benefits generically but not details. Might be considered not specific enough; better to omit Benefits section. Schedule: we have office expectation, so Schedule section. We also need to include About the role section: combine About Rippling, About The Financial AI Product Team, and role purpose? That's a lot of prose; we can put in
elements. We must not include duplicated lines. Ensure we don't repeat. Now produce HTML fragment:
About the role
Rippling gives businesses one place to run HR, IT, and Finance. It brings together all of the workforce systems that are normally scattered across a company, like payroll, expenses, benefits, and computers. For the first time ever, you can manage and automate every part of the employee lifecycle in a single system. Take onboarding, for example. With Rippling, you can hire a new employee anywhere in the world and set up their payroll, corporate card, computer, benefits, and even third-party apps like Slack and Microsoft 365—all within 90 seconds. Based in San Francisco, CA, Rippling has raised $1.4B+ from the world’s top investors—including Kleiner Perkins, Founders Fund, Sequoia, Greenoaks, and Bedrock—and was named one of America's best startup employers by Forbes.
Rippling’s Financial Product team builds the systems that power some of the most critical financial workflows for modern businesses — including payroll, payments, reconciliation, compliance, and operational finance. These products sit at the intersection of money movement, employee trust, customer operations, and regulatory complexity. The work is high stakes: financial systems must be accurate, reliable, auditable, and resilient, even as they handle messy real-world data and complex business rules across customers, countries, and use cases. We are using AI to make these workflows dramatically simpler. That means building systems that can interpret inconsistent data, automate manual review, surface exceptions, explain outcomes, and accelerate implementation — while preserving the deterministic controls financial products require. The goal is not AI for its own sake; it is practical, production-grade AI that helps customers run financial workflows with more speed, confidence, and accuracy.
As a Senior Software Engineer on this team, you will help define how AI becomes a core part of financial product and infrastructure at Rippling.
Responsibilities
- Build AI-powered product capabilities for complex financial workflows such as on
- for each.
For Requirements: list items: Strong software engineering fundamentals..., Experience designing backend systems..., Strong judgment..., Interest in applied AI..., Ability to reason..., Product sense..., Ability to partner..., A high-ownership mindset... That's list.
For Benefits: we have vague statement; maybe we can skip Benefits.
Pay: we have range; we can put in