Full Stack Engineer

Reposted 2 Months Ago
San Francisco, CA, USA
In-Office
Mid level
Artificial Intelligence • Software • Design • Generative AI
The Role
Build end-to-end core product features including interactive 3D browser rendering, generative layout algorithms, backend APIs and data flows. Integrate production ML models, shape the data model and infrastructure, collaborate with AI engineers, and iterate with pilot customers while influencing engineering culture and tooling.
Summary Generated by Built In

We are looking for a full-stack engineer to take ownership of building core product features end-to-end — from interactive 3D rendering in the browser, to generative layout algorithms, to backend APIs and data flows. You’ll work across the entire stack to bring our AI-driven architectural design platform to life, making critical decisions about architecture, performance, and user experience. As an early engineer, you’ll shape not just the product, but also the engineering culture, tooling, and technical vision.
Upcoming Challenges

  • Building and launching a consumer web scale interactive 3D application for architecture and structural engineering

  • Working with AI engineers to develop AI and procedural generative models; translate acquired image-based blueprint data into structured training data

  • Efficiently and effectively integrate production models in the production system environment

  • Building out the Dream data model, backend infrastructure and front application against new functionality

  • Iterating against needs of pilot customers to bridge product to real world demand

What we Require

  • 3+ years hands-on experience building production products and systems

  • Strong frontend coding skills, proficiency in JavaScript/Typescript

  • Experience building robust backend systems, proficiency with Python

  • Preference: Experience building production AI and Algorithm-heavy products with common model libraries

  • Preference: Experience with Apple ARKit, Swift

  • Willing to operate outside of strict skill sets — this is a small team, and we need people who can flex to what matters most as we grow

Technologies we Use

Typescript, React, Next.JS 
Three.JS for 3D web Visualization 
Python with Types, Numpy, PyTorch, Shapely 
iOS, Swift-UI, ARKit, .IFC 
Postgres (Supabase) 
AWS 

Skills Required

  • 3+ years hands-on experience building production products and systems
  • Strong frontend coding skills; proficiency in JavaScript/TypeScript
  • Experience building robust backend systems; proficiency with Python
  • Willingness to operate outside strict skill sets and flex to team needs
  • Experience building production AI and algorithm-heavy products with common model libraries
  • Experience with Apple ARKit and Swift (iOS / SwiftUI)
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The Company
HQ: Toronto
10 Employees

What We Do

Dream Technologies is a software company focused on redefining the future of home design. The company leverages cutting-edge technology, including Generative AI, Machine Learning, and 3D graphics systems, to create innovative design tools. Their mission is to modernize the home design experience through high-performance engineering and artificial intelligence, as demonstrated by their recruitment of specialized engineers in generative AI and 3D systems.

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