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

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

Is it really free?

Yes. 100% free.

How much time does it actually take?

What if my team doesn’t work out?

Can I use AI?

Everyone can prompt.
Not everyone can prove it.

2 minutes.

Next challenge starts May 5, 20 spots available

100% free

Stiamo componendo il tuo profilo

Quasi pronto

Your personal data

Enter your email to manage the data Forge holds about you. Both actions below send a confirmation email first for security (double opt-in).

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.

Your content

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

Alberto Cappadona

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

How it works

Cosa richiedono davvero le nostre challenge

Ricerca sul campo

Decisioni difficili

Collaborazione vera

Validazione con esperti

What a Forge team actually produces

Cosa succede dopo l’iscrizione

Brief della challenge

Conosci il team

Raccogli dati veri

Costruisci il deliverable

Pubblica e valida

Questions you’re probably asking

Everyone can prompt.
Not everyone can prove it.

Your personal data

Download your data

Delete your data

Terms of Service

Acceptance

The service

Your content

Acceptable use

Limitation of liability

Contact

Why Forge exists

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

How it works

Cosa richiedono davvero le nostre challenge

Ricerca sul campo

Decisioni difficili

Collaborazione vera

Validazione con esperti

What a Forge team actually produces

Cosa succede dopo l’iscrizione

Brief della challenge

Conosci il team

Raccogli dati veri

Costruisci il deliverable

Pubblica e valida

Questions you’re probably asking

Everyone can prompt.Not everyone can prove it.

Your personal data

Download your data

Delete your data

Terms of Service

Acceptance

The service

Your content

Acceptable use

Limitation of liability

Contact

Why Forge exists

Everyone can prompt.
Not everyone can prove it.