Augrade
1 open Forward Deployed Engineer role at Augrade. Curated with comp bands.
Comp on the board: $160K–$200K.
On the board since Aug 2026 · still hiring
Our take
Why Augrade
An 'FDE' that's really a senior AEC expert — 14-to-20 years of real building design — embedded to turn that judgment into a foundation model; about as far from the SaaS-chatbot cliche as the job gets.
- FDE type
- True forward-deployed
- Travel
- Medium
- Comp
- Competitive
- Stage
- Early-stage
A good fit if you're…
- Senior architects/engineers (14–20 yrs) who want to encode their judgment into an AI model
- AEC domain experts curious about AI-first design tooling, not another SaaS seat
- Builders comfortable at a ~32-person, early-stage startup
- People who like productizing a messy real-world last mile: BIM, building codes, MEP
What Augrade is building
Augrade (founded 2020, about 32 people, offices in San Francisco and Mumbai) trains foundation models that turn 2D blueprints and PDFs into code-compliant BIM models, cost estimates and permitting documentation. Its product, Dreamspace, aims to take a project 'from concept to construction in hours.' The target is the design, estimation and planning layer of construction — a market Augrade pegs at over $100B.
The FDE here is a domain expert, not a CS grad
The twist that makes this seat unusual: the live Forward Deployed Engineer (Design + BIM) req asks for 14–20 years of real architecture, structural or MEP experience and deep Revit skill, and calls itself explicitly 'not a traditional BIM modeling role.' Augrade wants a veteran whose design judgment trains and corrects the model's generation logic. The FDE is the human expertise the foundation model is trying to learn.
What 'forward deployed' means at Augrade
You embed with AEC firms and the model at once: deploying Dreamspace into real design pipelines, catching where its output breaks code or construction reality, and feeding that back into the generation logic and system outputs. The deliverable is a model that survives contact with multidisciplinary projects — architectural, structural and MEP — not a single hand-built BIM model.
Comp and equity
The San Francisco seat posts a real $160K–$200K band — candid, not a coy 'competitive' — and sits at the senior end given the experience bar. Expect meaningful early-stage equity to go with it. For a seasoned AEC professional that's a credible salary; the upside bet is the stock and being first to define a deployment function at an early company.
Funding and stage
Augrade is genuinely early and lightly funded: roughly $3M raised as of 2025, including a 2024 seed round and earlier grants, backed by O'Shaughnessy Ventures and Emergent Ventures India. At about 32 people training their own models, scope and ambiguity are high. This is a conviction bet on AEC as an underserved AI market, not a late-stage, de-risked seat.
Who thrives here
Thrives: a senior architect or engineer tired of drawing who wants to encode two decades of judgment into software, and is comfortable with startup chaos and client-facing work. Bounces: a young generalist SWE expecting to grow into the domain on the job — Augrade is hiring the domain expertise itself, not someone who will pick it up later.
Questions candidates ask
Is this really an engineering role?
Not in the software sense. Augrade's FDE is a 14–20-year AEC design expert whose job is to deploy the model with firms and teach it correct, code-compliant design judgment — Revit and building codes, not Python.
Where is it based?
San Francisco (hybrid/on-site). Augrade also has a Mumbai office and posts related roles in India, but this FDE seat is the SF one at $160K–$200K.
How big and how funded is Augrade?
Small and early — about 32 people and roughly $3M raised as of 2025 (a 2024 seed plus earlier grants), backed by O'Shaughnessy Ventures and Emergent Ventures India.
What's the actual product?
Dreamspace — a foundation-model tool that converts 2D blueprints and PDFs into code-compliant 3D BIM models, cost estimates and permitting documentation, aimed at the design and planning layer of construction.
Analysis updated 2026-10-07
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