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For students, graduates, and career switchers

In a world where AI can do everything, prove you’re the difference.

Real-world challenges, cross-functional teams, field-collected data. Build a portfolio that proves your value, not your prompt’s.

85% of graduates use AI. Everyone’s output looks the same.

Next challenge starts May 5, 20 spots available

100% free

See how it works

How it works

01
Take the quiz, get your profile
6 questions. 2 minutes. Discover your strengths and how you think.
02
Join a team
Matched with complementary people who share your drive.
03
Work on a real challenge
Use AI to the fullest. But collect real data, make real decisions, and validate with real people. That’s what makes the difference.
04
Build your portfolio
Real work, real team, real proof. A portfolio that shows you’re worth hiring, not just that you can prompt.
La differenza umana

Cosa richiedono davvero le nostre challenge

Quattro cose che l’AI non può fare da sola. Solo tu, con il tuo team.

01
🔍

Ricerca sul campo

Intervisti persone vere. Fai sondaggi veri. Raccogli dati che prima non esistevano.

02
⚖️

Decisioni difficili

Quando i dati si contraddicono, il tuo team sceglie una strada e la difende.

03
🤝

Collaborazione vera

Tre prospettive, un risultato. L’insight nasce dall’incontro tra le idee.

04
🎯

Validazione con esperti

Presenti il tuo lavoro a chi vive il problema. Lasci che la realtà metta alla prova le tue idee.

L’AI amplifica ogni passaggio. Ma senza di te, non ha niente da amplificare.

What a Forge team actually produces

A real example. AI helped build it, but humans made it matter.

Sarah Lindström
Sarah Lindström
Data Science @ KTH Stockholm · Forge Deep Diver
2d
+ Follow
3 weeks ago I didn’t know Arjun Mehta or Tyler Brooks. Forge matched us into a team and gave us a real problem companies need solved. Here’s what we built
1/10
New Research · April 2026
86 Million
Jobs Will Vanish by 2030.
Which skills will die, which will explode, and what should you become?
SWIPE →
The Shift
The Great Labor Reshuffle
−86M
jobs displaced
+78M
new roles
−8M net deficit
the mismatch crisis
Red List
Skills in Decline
Data Entry
94%
Bookkeeping
91%
Telemarketing
89%
Payroll Clerk
85%
Assembly Line
82%
Bank Teller
78%
Receptionist
76%
Proofreading
72%
Green List
Skills on the Rise
AI/ML
+340%
Data Science
+295%
Cybersecurity
+260%
Cloud Arch.
+228%
UX Research
+205%
Green Energy
+186%
Biotech
+164%
Product Mgmt
+148%
Framework
Automation Risk × Market Demand
Invest
Reskill
Safe
Sunset
Europe
The AI Act Effect
Risk vs. Opportunity by country
Germany
France
Italy
Spain
Netherlands
Sweden
Poland
Profiles of 2030
Emerging Roles
AI Orchestrator
€95–140K
Designs multi-agent systems and human-AI workflows
Climate Intelligence
€80–120K
Applies data science to environmental sustainability
AI Ethics Designer
€85–130K
Builds fairness frameworks for AI decision systems
Playbook
Transition Paths
Data Entry → Data Analyst
Bridge: SQL, Python, Tableau · 6–9 months
Bookkeeper → Financial Analyst
Bridge: Excel modeling, Power BI · 4–6 months
Marketer → Growth Engineer
Bridge: A/B testing, analytics, basic code · 8–12 months
Insights
5 Things That Changed Our Minds
Most “AI-proof” jobs still require human judgment, not just STEM degrees
The fastest-growing roles didn’t exist 5 years ago
Geography matters less than adaptability
Mid-career switches are 3x more common than in 2020
Portfolio projects outperform certifications in hiring
The Team
Who Built This
Sarah Lindström
Deep Diver · Data lead
Arjun Mehta
Systems Architect · Backend
Tyler Brooks
Creative Disruptor · Design
Want to build something like this?
Start Now →
368
52 comments · 42 reposts
PROCESSO

Cosa succede dopo l’iscrizione

Dal quiz al deliverable LinkedIn in 4 settimane

1
GIORNO 0

Brief della challenge

Il problema, le milestone, il tuo ruolo nel team.

2
GIORNO 1-2

Conosci il team

4-5 persone con competenze complementari. Un gruppo WhatsApp per iniziare.

3
SETTIMANA 1-2

Raccogli dati veri

Interviste, sondaggi, ricerca. L’AI ti aiuta a preparare, tu fai il lavoro sul campo.

4
SETTIMANA 3

Costruisci il deliverable

Un report, un carousel, insight veri. Il team decide cosa difendere.

5
SETTIMANA 4

Pubblica e valida

Il tuo post LinkedIn va online. Feedback veri da esperti veri. Portfolio fatto.

Questions you’re probably asking

Yes. 100% free.

Everyone can prompt.
Not everyone can prove it.

2 minutes.

Next challenge starts May 5, 20 spots available

100% free

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Terms of Service

Last updated: April 2026

Acceptance

By using Forge, you agree to these terms. If you don’t agree, please don’t use the platform.

The service

Forge provides a quiz-based profiling tool, team matching, and collaborative project opportunities. The service is provided “as is” during the MVP phase.

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You retain ownership of any content you create through Forge (quiz answers, project contributions). By using the platform, you grant us a license to use anonymized, aggregated data to improve our services.

Acceptable use

Don’t use Forge to harass others, submit false information, or attempt to compromise the platform’s security.

Limitation of liability

Forge is an MVP. We do our best, but we can’t guarantee uninterrupted service or specific outcomes from team matching.

Contact

Questions? Reach us at hello@joinforge.it.

These terms are preliminary for the MVP phase. Final terms will be reviewed by legal counsel before public launch.

Why Forge exists

Alessio D'Alessandro
Alessio D’Alessandro
Alberto Cappadona
Alberto Cappadona

Forge
About · Privacy · Terms · Your data

© 2026 Forge. All rights reserved.