Clera - Your AI talent agent
LoginStart
Start
Numeral logo
Numeral

Foundational AI Engineer

full-time•San Francisco

Summary

Location

San Francisco

Type

full-time

Experience

5-10 years

Company links

Website

About this role

About Numeral:

Numeral is building the automation backbone for internet commerce — starting with the painful world of sales tax compliance. We handle everything from registration to remittance, delivering a white-glove service so e-commerce businesses can stay laser-focused on what they do best: growing their products, customers, and teams.

We’re one of the fastest-growing companies from Y Combinator’s W23 batch, backed by top-tier investors including Benchmark Capital. Our team has deep roots from the early days at Stripe, Airbnb, Notion, and other breakout companies — and now we’re bringing that same level of craft, speed, and ambition to a space that’s long overdue for reinvention.

Numeral is small but mighty. Growth is already borderline unmanageable — which means every hire we make now will directly shape the trajectory of the company. If you’re excited about joining as an early team member and want the kind of ownership that defines careers, we want to meet you.


Mission:

Running an online business today means wearing a thousand hats — most of them not the reason founders started their company. Our mission is to eliminate the administrative and accounting burdens that distract businesses from doing what they love.

We’ve already helped hundreds of merchants avoid the headache of building giant finance teams just to manage tax compliance. Tomorrow, we’re scaling that impact even further: building the automation layer that lets internet businesses stay nimble, compliant, and future-proof.

Numeral has raised over $57M, now serves over 2,500 paying customers and we have more than tripled our revenue every year in our history.


About the role:

We’re looking for a Foundational AI Engineer who thrives in ambiguity, enjoys building real-world AI systems end-to-end, and wants to define the technical and architectural foundations of an early-stage startup.

This is a hands-on role for someone who wants to design and implement LLM-powered automation systems: model orchestration, tool calling, MCP-style integrations, agentic workflows, and automation-driven tooling, while being familiar with a traditional full-stack development environment. You should also extensively use AI-powered tools for development.

You’ll work closely with product and leadership to concretize AI ideas into production-grade systems that customers rely on daily.


Responsibilities:

  • Design, build, and operate production AI systems, including tool-calling agents, model orchestration layers, and RAG.

  • Implement and maintain AI integrations using modern frameworks, MCP servers, and external model providers.

  • Build and evolve scalable backend services and APIs that power automated workflows and customer-facing features.

  • Think in automation and workflows: design systems using tools like n8n, Claude Code-style agents, or similar orchestration approaches where appropriate.

  • Make architectural decisions that balance latency, cost, reliability, and iteration speed.

  • Own infrastructure, observability, and performance for both AI and non-AI services.

  • Collaborate closely with product, design, and data teams to ship features that solve real customer problems.

  • Help define engineering best practices, AI safety/reliability norms, and our overall technical culture.


Qualifications:

  • 7+ years of experience building products in high-growth environments.

  • 2+ years of experience building with LLMs.

  • Avid use of state-of-the-art AI development tools such as Cursor and Claude Code.

  • Fluency with backend technologies like PostgreSQL, Redis, and cloud services (AWS preferred).

  • Experience with frontend development, especially TypeScript and its ecosystem.

  • Strong product sense, balancing performance, flexibility, and speed.

  • Comfortable working in dynamic startup environments with evolving needs.

  • Excellent communication and collaboration skills.


Bonus Points For:

  • Experience in payments, tax, accounting, or regulatory tech.

  • Experience with automation tools (n8n, Zapier-style systems, workflow engines) or building internal automation platforms.

  • Familiarity with MCPs, tool calls, agent frameworks, or model orchestration patterns.

  • Understanding of vector databases and concepts (such as Pinecone, HNSW).


Why Join Us?

  • Competitive salary and equity - you'll share directly in the company's success

  • Full medical, dental, and vision coverage

  • Wellness perks like Headspace and the Peloton One App

  • 401(k) to help you build long-term financial security

  • Lunch and snacks when you're in the office

  • Regular team offsites and company events as we grow

  • A culture built on ownership - your work matters and people will see it!

What you'll do

  • Design and implement production AI systems, including tool-calling agents and model orchestration layers. Collaborate with product and leadership to develop AI ideas into production-grade systems.

About Numeral

Numeral SaaS & Ecommerce sales tax on autopilot.Numeral handles all aspects of sales tax from registration to remittance for SaaS and e-commerce stores. We offer complete, white-glove service end to end.Company Launches Numeral - Ecommerce sales tax on autopilotTLDR: Numeral automates sales tax compliance for ecommerce stores. We do everything from registration to remittance.Problem : In 2018, the Supreme Court ruled that states can require out-of-state merchants to charge sales tax. This means Shopify stores are now required to register with up to 47 state agencies and potentially submit 47 monthly filings. Additionally, there are over 13,000 local jurisdictions, each with their own complex set of rules and rates. In Iowa, for example, Snickers bars are taxed, while Twix bars are tax-exempt because they contain flour. 🙄 The current solutions are confusing, self-serve products that offer little to no service.Solution: Numeral automates the entire process for ecommerce sellers. Just connect your Shopify, Amazon, or other store and we handle the rest.Registration: We can register companies in all 47 sales tax charging states.Monitoring: We monitor for sales tax rate changes and automatically adjust your tax settings.Filing: Lastly, we submit tax returns & payments on your behalf.Why us? Kevin - Kevin is a licensed CPA in the state of California. After working in Big 4 Accounting, Kevin went on to start multiple ecommerce businesses. Kevin and Sam co-own a Shopify brand that does $10M+ in annual revenue. Sam - Sam ran his own bootstrapped e-commerce studio that generated over $50M in revenue over the last 4 years. He previously worked in growth & product roles at Airbnb (W09) and Teespring (W13).Want to learn more? If you know any Shopify or ecommerce owners in general, we’d love to help get them compliant. Signup or book a demo here: https://www.numeralhq.com/

Ready to join Numeral?

Take the next step in your career journey

Frequently Asked Questions

What does a Foundational AI Engineer do at Numeral?

Toggle
As a Foundational AI Engineer at Numeral, you will: design and implement production AI systems, including tool-calling agents and model orchestration layers. Collaborate with product and leadership to develop AI ideas into production-grade systems..

Is the Foundational AI Engineer position at Numeral remote?

Toggle
The Foundational AI Engineer position at Numeral is based in San Francisco, United States. Contact the company through Clera for specific work arrangement details.

How do I apply for the Foundational AI Engineer position at Numeral?

Toggle
You can apply for the Foundational AI Engineer position at Numeral directly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process.
Clera - Your AI talent agent
© 2026 Clera Labs, Inc.TermsPrivacyHelp

Join Clera's Talent Pool

Get matched with similar opportunities at top startups

This role is hosted on Numeral's careers site.
Join our talent pool first to get notified about similar roles that match your profile.