Senior AI Engineer, Agentic Data Enrichment
BaselayerSan Francisco, California, United States · Posted 25 days agoDescription
ABOUT BASELAYER
Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuilding that layer from scratch.
Baselayer is the identity layer for institutions across the United States — the most complete business graph in America and every human tied to it. We fuse public records, IRS data, sanctions lists, web signals, and fraud telemetry from 2,200+ financial institutions into a single graph that resolves any business and the humans behind it in milliseconds. The legacy credit bureaus took 50 years to build something that gets 60% match rates. We've built something that gets 98% in under two years.
Today we're trusted by over 20% of financial institutions in America — including FIS, Rho, Socure and leading loan infrastructure providers. But the graph is becoming infrastructure for anyone who needs to know if a business is real and worth trusting: gig platforms, marketplaces, AI companies, and commerce infrastructure at scale.
Trust is the substrate of every financial transaction. We're rebuilding it.
ABOUT THE TEAM
We're solving real-time entity resolution at a scale no one else has cracked — fusing dozens of data sources into a single business identity graph and resolving any entity in milliseconds. It's a graph AI problem, a retrieval problem, and a fraud-modeling problem stacked on top of each other. The technical depth is real.
You'd be joining a small team where the data moat is defensible, the research problems are open, and the infrastructure you build becomes load-bearing for businesses. Ownership is real. Velocity is real. There's no layer of process between an idea and shipping it.
We're at an inflection point — the graph is built, the match rates speak for themselves, and the hardest problems are still ahead: graph embeddings, fraud propagation models across the business network, real-time traversal at sub-100ms latency, and expanding the identity layer beyond finance into every platform that needs to trust a business.
If you want to work on something foundational — the kind of infrastructure that gets built once and everything else runs on top of — this is it.
ABOUT THE ROLE
Baselayer answers questions the loan application didn't ask. For every business that crosses our queues, we need to know things that aren't on the form: what the business actually does, where it actually lives on the web, whether the people it names match the public record, and whether anything across the open web contradicts the story we were told. We answer those questions with LLM-driven agents that crawl, click, search, and extract structured evidence from across the web - and we treat this as a production data pipeline, not a research demo. We're hiring a Senior AI Engineer to own a slice of this enrichment surface end-to-end.
WHAT YOU'LL DO
- Own industry/category classification of businesses from heterogeneous signals (name, website, directory presence, reviews).
- Build and maintain discovery and verification systems for a business's real web presence - filtering aggregators, parked domains, brand collisions, and impersonators.
- Link individuals to businesses via public web evidence (e.g. confirming a named officer or employee genuinely works there).
- Develop risk/legitimacy scoring derived from web-presence signals, fed back into downstream underwriting.
- Build and evolve the shared agent infrastructure: provider-agnostic base agents, shared toolset registry (browser navigation, search, scraping, structured database lookups, scoring), eval harness, and instrumentation surface for token-and-tool tracing.
- Own model selection, agent design, prompt and tool engineering, eval methodology, and cost control across your enrichment surface.
MINIMUM REQUIREMENTS
- Shipped LLM-driven agents to production - not notebooks, not demos. Real users, real cost, real failure modes, real on-call.
- Strong async Python including structured-data libraries, modern web frameworks, and relational databases.
- Experience across multiple frontier LLM providers and at least one agent framework, with deep knowledge of failure modes.
- Built or maintained eval methodology: curated golden datasets, scoring functions, labelling guidelines, regression diagnostics.
- Browser automation experience: headless browsers, anti-bot evasion, authenticated flows.
- Holds informed opinions on structured-output reliability - when to use JSON-schema mode vs. function calling vs. extractor-on-top-of-text.
WHAT SETS YOU APART
- Web scraping at scale: anti-bot evasion, residential proxies, request fingerprinting, authenticated flows, CDN defeats.
- Eval-framework experience (e.g., LangSmith, Braintrust, Evals, or custom).
- Entity resolution / record linkage / fuzzy matching at scale.
- Browser-automation experience at the devtools-protocol level.
- Built a tool registry or toolset abstraction over multiple LLM providers.
- Cost/latency optimization: response caching, semantic caching, model routing (cheap-first then escalate), thinking-budget tuning, prompt-cache hit-rate work.
WORK LOCATION
- Based in SF; hybrid - 4 days per week in office.
COMPENSATION
- Salary Range: $230,000 – $340,000 + Equity
BENEFITS
- Time off when you need it: Flexible PTO so you can recharge without red tape.
- In-person energy: We're based in SF and meet in the office 4 days a week.
- Competitive compensation: We pay well and back it with equity. We want you to think and act like an owner.
- Career rocket fuel: You'll help build the foundation of a high-growth startup, working side by side with experienced founders and team members who've done it before.
- Benefits on us: We cover 100% of your health, dental, and vision premiums. No surprise deductions from your paycheck.
- 401(k) with company match: We match your contributions so your future self benefits too
- HSA contributions included: We contribute to your HSA on applicable plans, so your coverage works as hard as you do
- Stay healthy, stay sharp: A $250 monthly gym stipend to help you bring your best self to work, and everywhere else
- A seat at the table: We believe in transparency, radical candor, and giving every team member a voice 🔥
Similar jobs
Est. 285,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 285,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 177,500 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 195,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 80,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 145,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 145,000 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 162,500 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 250,000 USD
ABOUT BASELAYER Every business in America needs a bank account to exist. The system that decides whether they're real, who's behind them, and whether they're a risk, runs on infrastructure from the 1980s. We're rebuildin…
Est. 145,000 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 145,000 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 80,000 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 162,500 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 162,500 USD
ABOUT BASELAYER Every day, financial institutions make consequential decisions about which businesses to onboard and trust, in order to grow with confidence. Baselayer exists to make those decisions faster, more accurate…
Est. 233,000 USD
About Amperity—Why This, Why Now Most customer data is a lie by omission. Every consumer brand wants to know its customers. Unfortunately, almost none actually do. Data is scattered across a dozen systems, half of it con…
Est. 157,000 USD
About Workato Workato delivers enterprise infrastructure for the agentic era, redefining iPaaS and helping enterprises unify data, applications, processes, and AI into a single, governed platform. A leader in Enterprise…
Est. 198,450 USD
About Upstart At Upstart, we’re united by a mission that matters: to radically reduce the cost and complexity of borrowing for all Americans. Every day, we bring creativity, experimentation, and advanced AI to reshape ac…
Est. 140,000 USD
Location: Remote (U.S. or Canada) Type: US Applicants – Full-Time; Canadian Applicants – Independent Contractor About Human Agency We're scaling rapidly and have a growing pipeline of opportunities that demand exceptiona…
Est. 87,500 USD
Lithic is the modern card issuing and processing platform empowering ambitious financial companies to build the future of payments. Our infrastructure powers card programs for 100+ innovative clients, from fintechs reima…
Est. 205,000 USD
Gradial is the marketing operations system of work that helps marketers and creatives move from idea to execution faster. Our platform orchestrates across martech stacks, workflows, and people to automate marketing execu…
Est. 225,000 USD
About Amperity—Why This, Why Now Most customer data is a lie by omission. Every consumer brand wants to know its customers. Unfortunately, almost none actually do. Data is scattered across a dozen systems, half of it con…
Est. 220,300 USD
About Amperity—Why This, Why Now Most customer data is a lie by omission. Every consumer brand wants to know its customers. Unfortunately, almost none actually do. Data is scattered across a dozen systems, half of it con…
Est. 202,500 USD
Scale GP is Scale's enterprise Generative AI platform—APIs and infrastructure for knowledge retrieval, inference, evaluation, and intelligent automation. We power mission-critical workflows for leading enterprises, helpi…
Est. 245,700 USD
About Scale At Scale AI, our mission is to accelerate the development of AI applications. For 8 years, Scale has been the leading AI data foundry, helping fuel the most exciting advancements in AI, including: generative…
Est. 175,000 USD
Gradial is the marketing operations system of work that helps marketers and creatives move from idea to execution faster. Our platform orchestrates across martech stacks, workflows, and people to automate marketing execu…
Est. 240,000 USD
ABOUT ROCKET MONEY🔮 Rocket Money’s mission is to meaningfully improve the financial prosperity of millions of people. Rocket Money offers members a unique understanding of their finances and a suite of valuable services…
Emergent builds autonomous coding agents that replace traditional software development by generating, testing, and deploying production applications directly from plain-language intent. Our systems run in production at g…
Est. 260,350 USD
About Upstart At Upstart, we’re united by a mission that matters: to radically reduce the cost and complexity of borrowing for all Americans. Every day, we bring creativity, experimentation, and advanced AI to reshape ac…
Est. 243,000 USD
About Scale AI Scale AI is the data foundation for AI, helping organizations build and deploy reliable production AI applications. We partner with the world's leading enterprises and government organizations to accelerat…
Est. 283,500 USD
About Scale AI Scale AI is the data foundation for AI, helping organizations build and deploy reliable production AI applications. We partner with the world's leading enterprises and government organizations to accelerat…