AECOverse Pathways — Launching Soon

The career intelligence layer
for 22nd century AECO

Structured pathways, skills translation, and living role profiles for the professionals building the future of Architecture, Engineering & Construction.

Two industries.
One historic opportunity.

Big Tech is restructuring around AI — and shedding exactly the talent AEC firms are desperately seeking. Software engineers, product managers, data engineers, QA leads. Their skills transfer. They just need the map.

Tech Sector
245K
Layoffs in 2025 — concentrated in software engineering, product management, data, and QA. AI-driven restructuring is accelerating, not slowing down.
VS
AEC Sector
499K
Open positions in 2026, up from 439K in 2025. Digital transformation has created an entirely new category of roles that barely existed five years ago.

Three tools. One destination.

The AECOverse Pathways is built in three layers — each adding a level of intelligence for job seekers, career changers, and AEC firms hiring tech talent.

Building Now
01
AECO Skills Decoder

An interactive matrix mapping tech roles directly to their AECO equivalents — showing skills overlap, knowledge gaps, and a clear path from where you are to where you want to be. If you’re a displaced software engineer, data analyst, or product manager, this is your starting point.

Software Eng → AEC Dev PM → VDC Manager Data Eng → BIM Analyst QA → IFC Compliance +16 more mappings
Get notified when it’s live →
Coming Soon
02
Tech → AECO
Transition Pathways

Step-by-step guides for specific tech roles making the move to AEC. What to learn, what to skip, who to talk to, and what to expect on salary.

6–12 week tracks Role-specific
Join the waitlist →
Coming Soon
03
22nd Century AECO Profiles

Living roadmaps for every AECO role — not just what they do today, but how they evolve in 2028, 2031, 2036. What gets automated. What becomes essential.

Structural Engineer BIM Manager Digital PM
Join the waitlist →

Your tech skills
have an AECO equivalent.

Here’s a preview of the role mapping matrix we’re building. Every pairing shows skill overlap score, the gap to close, and AECO firms actively hiring for that profile.

The full Decoder launches with 20+ role mappings, personalised skills gap scores, recommended learning paths, and direct links to AECOverse job listings filtered by your background.


We’re building this in the open — subscribe to get access before the public launch and to share your feedback on the role mappings.

Your Current Role AECO Equivalent Skills Match
Software Engineer
Google / Meta / Amazon
AEC Platform Developer
Autodesk / Procore / Trimble
88%
Product Manager
Salesforce / Slack / Zoom
VDC / Digital Project Manager
Tier 1 Contractors / Owners
78%
Data Engineer
Amazon / Databricks / Snowflake
BIM Data Analyst / Digital Twin Eng.
ENR Top 400 Firms
72%
QA Engineer
Microsoft / Oracle / SAP
BIM Quality Manager / IFC Analyst
Design & Engineering Firms
65%
DevOps / Cloud Engineer
AWS / Azure / GCP
AEC Infrastructure Architect
Global Engineering Consultancies
61%

Every AEC role.
Every future horizon.

We’re mapping how every major AEC role evolves through 2031 — what gets automated, what becomes critical, what skills to build now.

Get notified at launch →
Structural Engineer
Engineering
2025
Profile live
2028
In progress
2031
Planned
Subscribe for launch access →
BIM Manager
Digital / Technology
2025
Profile live
2028
In progress
2031
Planned
Subscribe for launch access →
Digital Project Manager
Project Management
2025
Drafting
🔒 Unlocks at launch
Construction Technology Lead
Leadership
2025
Planned
🔒 Unlocks at launch
Digital Twin Specialist
Emerging / Future Roles
2025
Planned
🔒 Unlocks at launch
AEC Data Scientist
Data / Analytics
2025
Planned
🔒 Unlocks at launch

Be first when
the Hub goes live.

The Skills Decoder, Transition Pathways, and 22nd Century Profiles are all in development. Subscribe and we’ll notify you the moment each tool launches — plus give you exclusive early access before the public launch.

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