358 occupations · colour = AI exposure Employment: JSA/ABS · AI scores: JSA Gen AI Study Listings: SEEK (top 99) · Exposure: Claude Opus 4.6 Data as of March 2026
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Exposure range
010
Total jobs
—
Weighted avg. exposure
—
job-weighted, 0–10 scale
Jobs by exposure (weighted by employment)
0510
Breakdown
Exposure by pay
Exposure by education
High-exposure payroll
—
annual wages in jobs scoring 7+ (measures scale, not loss)
SEEK AI mention rate
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of SEEK listings reference AI Based on 99 occupations (72% of workforce by employment)
LowHighAI impact
Methodology
Employment & Demographics GOV
JSA/ABS: 358 occupations, pay, education, outlook
Official AI Impact GOV
JSA Gen AI Study: automation & augmentation (0–1)
Job Market Signal SEEK
SEEK.com.au AI mention rate (top 99, 72% of workforce)
Exposure Rating AI
4 frontier models score 1–10; median consensus
Web Research AI
AI tools, adoption stats & citations per occupation
What this is not: Not a prediction of job losses. Not financial advice. Exposure measures potential impact, not whether adoption has occurred or how it will reshape work. Government data has a 6–12 month lag. SEEK data covers online-advertised roles only.
Data Dictionary
exposure
AI exposure rating 1–10 (median of 4 models). Higher = more tasks impacted by AI.
exposure_claude
Claude Opus 4.6 exposure score (1–10).
exposure_gpt
GPT 5.4 exposure score (1–10).
exposure_gemini
Gemini 3.1 Pro exposure score (1–10).
exposure_grok
Grok 4.2 exposure score (1–10).
ai_exposure_types
Exposure type tags (e.g. writing, code, automation). 12 categories matched from rationale + research text.
ai_examples
AI tools used in this occupation (from web research).
ai_adoption_stat
AI adoption rate from industry reports (where available).
ai_citations
Array of citation objects ({url, summary, source}). Multiple research sources per occupation.
ai_citation_url
Source URL for AI research data (legacy, see ai_citations).
jsa_automation
JSA automation score (0–1). Share of tasks likely replaced by generative AI.
jsa_augmentation
JSA augmentation score (0–1). Share of tasks likely enhanced by generative AI.
seek_ai_rate
% of SEEK listings mentioning AI/ML keywords. Only available for top 99 occupations.
pay
Median annual pay (AUD). Source: ABS Labour Force Survey via JSA.
jobs
Total employed persons. Source: ABS Labour Force Survey via JSA.
Australia's workforce is entering the age of AI. Every business, every worker, every policy maker needs to understand which jobs are most exposed — and how.
We built this because existing AI job impact data is either US-centric, locked behind paywalls, or purely theoretical. This tool uses real Australian data: government employment figures, official AI exposure scores from Jobs and Skills Australia, and live SEEK hiring signals.
The goal isn't to predict doom — it's to help Australians prepare. Whether you're planning a career change, hiring for the future, or advising clients on workforce strategy, start here.
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