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Economics + AI Pathway

Better decisions start with better evidence.

AI is changing how economists analyse data, test assumptions and interpret complex environments.

Build AI capability around the economic expertise you already have.

mckellarinstitute.com/au
Capstone WorkspaceBlack Belt · in progress
AI in FinTech & Digital Finance
Model evaluation · fraud signals
Professional defence · scheduledPrepare
CertificationsWho it's forBelt levelsCredentialPrinciples
Explore the pathway

Where do you want to build capability?

Choose the area of economics, finance or decision science closest to your work, interests or professional direction.

Featured certifications
FinTech / digital finance graphic
FinTech · Digital Finance · Financial Innovation

AI in FinTech & Digital Finance

Explore how AI is reshaping financial services, digital finance, financial analysis and the development of increasingly intelligent financial products and systems.

White → Yellow → Green → Black
Explore Certification
Risk analytics graphic
Finance · Risk · Analytics

AI in Banking, Finance & Risk Analytics

Apply AI to financial analysis, risk identification, forecasting, decision support and increasingly data-driven banking and finance workflows.

White → Yellow → Green → Black
Explore Certification
Health economics graphic
Health Economics · HEOR · Value

AI in Health Economics & Outcomes Research

Build AI capability around economic evaluation, outcomes research, evidence synthesis, healthcare utilisation and value-based decision-making.

White → Yellow → Green → Black
Explore Certification
Coming Soon
AI in Behavioural Economics & Decision Science
Coming soon
AI in Environmental Economics & Climate Policy
Coming soon
Not sure which certification fits your work?Choose the certification closest to the questions, evidence and decisions you work with.
Help me choose
Built around economics

Start with the discipline. Then add the technology.

You shouldn't have to translate a generic AI course into economic practice. Examples, scenarios and applied work are grounded in the questions economists and analysts actually face — from markets and models to risk, policy and value.

Faster analysis. The same standard of reasoning.

By 2030, 62% of employers anticipate focusing on hiring individuals with skills to work with AI.

Survey · World Economic Forum

Why You Should CareThe Future of WorkThe AI ImpactIndustry Insights
Progressive certification

Start with foundation. Build from there.

Every certification within Economics + AI follows McKellar's progressive belt system.

White Belt
Foundation
I understand.

Refresh the relevant economic foundations while building an understanding of AI and where the two connect.

Yellow Belt
Practitioner
I apply.

Apply AI across defined analytical tasks, economic problems and professional scenarios.

Green Belt
Specialist
I integrate.

Integrate and critically evaluate AI within more sophisticated analytical workflows and economic decision-making.

Black Belt
Professional Leader
I lead.

Develop the judgement to evaluate, implement and lead responsible AI-enabled approaches within your professional field.

Everyone starts at White. Each belt is earned in sequence.

Build capability as your ambition grows — each belt is a professional credential in its own right.

Explore the Belt System
White Belt certificate
Yellow Belt certificate
Green Belt certificate
Black Belt certificate
What you'll earn

A verifiable credential at every level.

Each belt you complete is a credentialed milestone in its own right — issued by McKellar Institute with a unique certificate number and verifiable online by anyone, anytime.

Issued for the specific certification and belt you completeUnique certificate number on every credentialInstant online verification via QR code
Explore the Belt System
Why Economics + AI at McKellar

More data doesn't automatically mean better decisions.

Better analysis begins with better questions.

01Economics firstMcKellar starts with economic problems, evidence and decisions — then examines where AI can genuinely improve the way you approach them. Economic thinking provides the framework. AI expands the toolkit.
02Question the outputAI can produce an answer. You still need to know whether it makes sense. Models can be wrong, data incomplete, patterns misleading. Build the judgement to interrogate AI-supported analysis rather than simply accept it.
03Decisions matterAnalysis only matters if it improves what happens next. Whether you're evaluating risk, policy, investment, healthcare value or sustainability, use AI to extend judgement — not replace it.
Who this pathway is for

For people who turn evidence into decisions.

Designed for professionals, graduates and emerging practitioners working across economics, finance, policy, analysis and related fields.

You bring the economic thinking. McKellar helps you build the AI capability.

View Entry Requirements
EconomistsEconomic AnalystsFinancial ProfessionalsBanking & Risk ProfessionalsHealth EconomistsHEOR ProfessionalsPolicy AnalystsResearchersSustainability ProfessionalsDevelopment ProfessionalsConsultantsFinance & Economics Graduates
No programming background required.No data science background required.No previous AI experience required.
The next question is yours

What could you understand
better with AI?

Choose the area closest to your work and start building the capability to analyse differently, question more deeply and make better-informed decisions.

Explore Economics + AI CertificationsView Entry Requirements
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