Full Stack Engineer - AI-Powered SMB Lending (Onsite SF)

Monumint; California (MO); On-site; USD 150,000 - 190,000; Full time

Benefits offered by this job

Competitive pay & equity

Health, dental, vision

Unlimited PTO

Team meals

Impactful work

Job summary

Omni is building AI-powered infrastructure for small business lending. This on-site engineering role in San Francisco focuses on structuring PDFs, aggregating data from 50+ sources, and designing AI workflows that combine OCR, LLMs, and rules to produce production-ready outputs.

You'll contribute to real-time financial models, internal tooling, and scalable data pipelines while shaping product direction and engineering culture at Omni.

Qualifications

• Experience building OCR pipelines and data extraction workflows.
• Familiarity with large-scale unstructured data processing.
• Interest in AI workflows and production-ready outputs.

Responsibilities

• Structure PDFs into clean, machine-readable data across various documents.
• Aggregate data from 50+ government and public sources for lenders.
• Design AI workflows combining OCR, LLMs, and rules for reliable outputs.
• Build real-time financial models and internal tooling.

Skills

OCR pipelines

Data extraction

Data modeling

OpenAI / LLMs

DevOps

Tools

Postgres

Docker

K8

Job description

Omni is building AI-powered infrastructure for small business lending. This on-site engineering role in San Francisco focuses on structuring PDFs, aggregating data from 50+ sources, and designing AI workflows that combine OCR, LLMs, and rules to produce production-ready outputs.

You'll contribute to real-time financial models, internal tooling, and scalable data pipelines while shaping product direction and engineering culture at Omni.