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AI Engineer - London

Build AI infrastructure for reliable software on non-deterministic models

You will build and own the AI infrastructure platform that enables reliable software on top of non-deterministic models, including agentic workflows, prompt iteration, tools, and evals. This involves processing over a billion dollars in annual invoice volume through Sequence, where correctness is critical. You'll work on AI-powered approval workflows and an intelligent collections agent that automates late payment chasing using natural languag...

Why This Role?

Direct influence on fundamental architecture in a lean team scaling to 20+ engineers

Key Responsibilities

  • Build and own the AI infrastructure platform for reliable software on non-deterministic models
  • Develop agentic workflows, prompt iteration, tools, and evals for AI systems
  • Create flexible approval routing from natural language configurations like 'require VP approval for deals over $100k'
  • Build an intelligent collections agent that autonomously runs workflows from natural language instructions
  • Ensure correctness of AI systems processing over $1bn in annual invoice volume
  • Collaborate in a lean team to shape architecture while shipping to real customers

Requirements

  • Experience building AI infrastructure or working with non-deterministic models
  • Proficiency in agentic workflows, prompt engineering, tools, and evals
  • Ability to translate natural language business rules into deterministic, auditable logic
  • Experience building autonomous agents that execute workflows and collect context
  • Strong engineering skills for high-correctness systems processing large financial volumes
  • Comfort working in a lean, fast-scaling environment with end-to-end ownership

Required Skills

llmpythonAI infrastructureagentic workflowsprompt engineeringnatural language processingdeterministic systemsautonomous agents

Keywords

AI engineerLLM systemsagentic AIfinance automationapproval workflowscollections agent
View Original Description from Ashby Job Boards

Original description from Ashby Job Boards

ABOUT SEQUENCE If you join Sequence, you'll help build the platform that lets companies get paid - we’re already processing $1bn+ in annual invoice volume and growing fast. We're building the AI-powered revenue platform for modern finance teams, replacing fragile spreadsheets and legacy systems with software their teams love using. Cognition, incident.io, MoonPay, and 100+ other high-growth companies trust us to handle their entire revenue cycle across quoting, billing, and revenue recognition. Founded by repeat entrepreneurs, we hit 10x ARR growth last year and just closed a $20M Series A https://www.sequencehq.com/blog/sequence-announces-series-a led by 645 Ventures, alongside a16z and exceptional founders and CFOs from companies like Decagon, Klaviyo and Wise.   WHAT'S IT LIKE TO WORK AT SEQUENCE? Small team, big opportunity, real ownership. You'll do work that matters, have direct access to customers, and grow alongside the company. If you want to do the best work of your career at a company that's scaling fast, we'd love to meet you.   WHAT YOU'LL BE DOING We care deeply about the quality of the product we're building. We're looking for engineers who are ambitious and take ownership end-to-end: from identifying what to build, through shipping, to making sure it works for real customers. Here’s what you might work on: - Our AI infrastructure. We process over a billion dollars a year through Sequence so correctness is table-stakes. You'll build and own the platform that allows us to build reliable software on top of non-deterministic models, including agentic workflows, prompt iteration, tools, and evals. - AI-powered approval workflows. Enterprise deals need approval chains, but rigid workflows break when every company has different rules. You'll build flexible routing that customers configure in natural language - "require VP approval for deals over $100k with annual terms" - and turn that into deterministic, auditable business logic. - An intelligent collections agent. Chasing late payments is tedious, manual work. We're building an agent you instruct in natural language (“send a reminder at 7 days overdue; escalate at 14 days”), which then runs the entire workflow and collects the relevant context autonomously. We're a lean team growing to 20+ engineers. You'll have real influence on what we build and how we build it. Early enough to shape fundamental architecture. Late enough that customers depend on what you ship. We’re looking for product engineers who live in this space. You have informed views on which tool to reach for and when. You’ve built side projects to see what’s possible. You take AI security seriously - you’ve scrutinized the threat vectors and you treat models as untrusted by default. See what we’ve shipped in our public changelog https://www.sequencehq.com/changelog.   YOU SHOULD APPLY IF You're a builder who wants to solve problems end-to-end: - You've shipped LLM-based systems to real customers and have first-hand experience with how they fail in production - You've designed agentic systems and have informed views on the building blocks (like embeddings, memory, tool use, long-running state, recovery from partial failures) and when to reach for each - You’ve built evals infrastructure (like datasets, LLM as judge, prompt regression tests, monitoring) and have a clear view of what good looks like - You respect the weight of building business-critical systems on top of non-deterministic models and are comfortable writing resilient software - You have informed opinions about the tooling for building, evaluating, and securely running multi-provider AI systems in production - You've shipped production backend systems and care about the difference between "it works" and "it's reliable" - You care about customers - you want to understand why you're building something, not just what - You’re comfortable with ambiguity. You thrive in early ideation stages, share work-in-progress to gather feedback, and adapt easily based on input - You communicate clearly. Thoughtful communication is a superpower that sharpens how we collaborate and build   This might not be right if We're a small team moving fast on hard problems. That might not be a fit if you: - Prefer a slower pace. Customers are depending on what we ship - Enjoy larger organisation structures and staying only within your area of expertise. Taking ownership here means doing whatever the problem needs - Want a traditional engineering team set up, with a predictable roadmap and clearly scoped out tickets provided for you - Aren't comfortable with production responsibility. We're revenue-critical infrastructure - on-call matters here   TECH STACK We hire for ability, not a specific tech stack. Most of the team learned Kotlin here: - Backend: Kotlin (modular monolith using Http4k, Spring Boot, Exposed, Result4k), - Storage: Postgres, BigQuery - AI Platform: Vertex AI, Langsmith, more to come here - Async messaging: Google Cloud Pub/Sub - Infrastructure: Google Cloud, Terraform - Frontend: TypeScript, React - Monitoring: Google Cloud Monitoring, Sentry - Tools: GitHub, Slack, Notion, Linear Read our engineering principles https://sequencehq.com/blog/engineering-principles   HOW WE WORK We’re based in London and New York and love spending as much time with our colleagues as possible. We spend three days together in the office, with team lunch on Wednesdays. You'll join a cross-functional product team working directly with design and product. We get together twice a year for company offsites.   WHAT WE OFFER - Salary: £115,000 - £130,000 - Equity: Meaningful share options - 25 days holiday + bank holidays - Modern, flexible pension via Penfold with salary sacrifice available - Visa sponsorship available   INTERVIEW PROCESS We move fast - typically 2 weeks start to finish. We've written a detailed blog post https://www.sequencehq.com/blog/how-we-interview-engineers-at-sequence about the process with tips for how to prepare. Public resources on Sequence: Podcasts: - Wharton FinTech: Reinventing Billing & Quote-to-cash https://open.spotify.com/episode/7us5NAtkdqCcZfj3hbt69t (Dec 2025): origin story, why Riya built Sequence after her first exit. - Tech Finance with Sasha Orloff: E14: Revenue Models 101 & the New Stack https://open.spotify.com/episode/786u1QB6Y9woyWOkdvIGWC: pricing/revenue models, quote-to-cash thesis. - Riding Unicorns: S6E5 https://open.spotify.com/episode/0sPZKpal2sfreKxtaM2hLP (written recap https://readingunicorns.substack.com/p/s6e5-riya-grover-co-founder-and-ceo): M&A, founding story, enterprise product views. - Bae HQ: Episode 207 https://www.thebaehq.com/podcasts/episode-207-riya: a16z round, category vision. - The SaaS CFO with Ben Murray https://www.youtube.com/watch?v=qqgSrDLHPks: AI-native B2B billing pitch. - Converge Podcast https://www.youtube.com/watch?v=Yd7pDTiig_g (May 2024): "financial router" framing. - Transcript of the Wharton FinTech episode https://podcasttranscript.ai/library/reinventing-billing-quote-to-cash-with-sequence if you want to skim rather than listen. Written: - USXP: From Oxford to a16z: building a US-first mindset at Sequence https://www.usxp.co/resources/from-oxford-to-a16z-how-riya-grover-built-a-us-first-mindset-at-sequence/: go-to-market and US expansion. - The FP&A Guy: How modern finance teams are automating billing with AI https://www.thefpandaguy.com/future-finance/how-modern-finance-teams-are-automating-billing-and-revenue-workflows-with-ai-tools-riya-grover: guest piece on AI in finance ops. - Sequence blog: Introducing Sequence 2.0 https://www.sequencehq.com/blog/introducing-sequence-20: her launch post for the AI-native rebuild.

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Company
Sequence
Source
Ashby Job Boards
Salary
$XX,XXX
See remote (USD) vs local pay →
Job Type
full time
Location
Remote
Category
Seniority
mid
Posted
May 15, 2026

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This role is based in Remote. See the listing for remote/onsite details.
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The listed pay range for this role is £115k–130k/yr.
What type of employment is AI Engineer - London at Sequence?
This is a full time position.
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