About Ferra

Ferra is building AI infrastructure for structural steel estimation. We process large-scale construction drawing PDFs, run computer vision + LLM pipelines, and generate structured steel graphs, takeoffs, and export-ready models.

Our system includes:

Multi-stage ML pipelines (CV + LLM)
Asynchronous job processing (SQS-driven workflows)
Large PDF ingestion and document graph processing
Vector-native parsing and algorithmic geometry systems
Graph storage + export services

We are scaling quickly and need a senior infrastructure leader to ensure production reliability, speed, and scale as we move toward enterprise customers.

Role Overview

We are hiring a Senior Infrastructure Engineer to own uptime, reliability, latency, and scalability across our entire AWS environment.

You will ensure our AI/ML pipelines run reliably at scale — without cloud outages, timeouts, networking bottlenecks, or production instability slowing down our algorithm team.

You will build and maintain production-grade AWS architecture that supports:

Large PDF ingestion (100–500+ sheets)