Fullstack Software Engineer (In-person, Toronto, Canada)

About Provision

Ironclad for construction

Tech

Our technical challenge is taking hundreds of different document formats, processing them automatically to create a coherent data representation and then building an application to make it easy to understand for construction users. Our ML Document Processing pipeline is written in Python and we use pytorch, spacy, nltk, and pandas where appropriate. We primarily write code in Python, using the Django web framework and in Typescript for a react web application. We host on a hybrid cloud setup across GCP and AWS. We host all of our application data in Postgres.

The role

## **About Provision**Provision is automating construction. We help contractors speed up their work, reduce risk, and eliminate errors that cost the industry more than $500B every year. We are building the most ambitious vision of what is possible with AI in construction, and we expect our engineers to be AI-forward in how they build.## **What You Will Do*** Build and evolve full-stack product surfaces, backend services, and document-processing systems.* Develop prototypes that prove key product concepts and quantify technical constraints for advanced AI pipelines.* Integrate cutting-edge AI into customer-facing automation workflows alongside machine learning engineers.* Improve reliability, performance, and quality across web applications, backend services, and AI-assisted workflows.* Collaborate with product, design, customers, and internal users to turn ambiguous construction workflows into useful software.## **What We Are Looking For*** 3+ years of software development experience, or 5+ years of professional experience building software in lieu of a degree.* Production full-stack web application experience, especially with React, Python, and Django.* Strong software design, debugging, performance optimization, and test automation skills.* Practical proficiency with AI coding assistants, LLM-based development workflows, or AI-native tools.* Sound engineering judgment: you use AI to raise throughput without outsourcing taste, validation, security, or maintainability.## **How We Work*** You move quickly, take ownership, and communicate clearly in ambiguous environments.* You care about users and connect technical choices to customer value.* You hold a high bar for engineering quality, security, and design.* You believe proficiency with AI is now part of the craft of effective software engineering.

Skills

• Django
• Python
• React
• TypeScript