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Full Stack Engineer

Dream

San Francisco, CAFull-timePosted 1y agoStill listed 2 days ago

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At a glance

Compensation
No compensation found
Location
San Francisco, CA
Schedule
Full-time
Work Authorization
Not specified

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Job overview

Dream seeks a full‑stack engineer to own end‑to‑end development of its AI‑driven architectural design platform, handling interactive 3D rendering, generative layout algorithms, and backend APIs. The role involves shaping product features, architecture, performance, and user experience while influencing engineering culture, tooling, and technical vision as an early team member.

Skills & qualifications

RequiredNice to have

Skills

JavaScriptTypescriptPythonReactNext.jsThree.jsNumpyPyTorchShapelySwiftSwift-UIARKitIFCPostgresSupabaseAWS

Qualifications

3+ Years Hands‑on Experience Building Production Products and SystemsExperience Building Production AI and Algorithm‑Heavy Products With Common Model LibrariesExperience With Apple ARKit, Swift

Full job description

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

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