AI Human Capital Investment Index
REPORT

AI Human Capital Investment Index

clock

23.07.2023 - 10:40

AITechnology

Mandala's new AI Human Capital Investment Index measures how companies are investing in hiring workers with AI-related skills.

Measuring investment in AI skills

Mandala used data from job ads to construct an AI Human Capital Investment Index, a measure of how intensely companies invest in hiring workers with AI-related skills.

portableText image

There was a 5x investment growth in human capital investment between 2017 and 2021

Companies have been steadily increasing their investment in AI skills over time. Between 2017 and late-2021, the index in Australia grew by 5 times. This investment fell in 2022 during the global technology downturn as many companies froze hiring but it’s started to accelerate again as we’ve seen new investments in generative AI and other applications.

portableText image

Human capital Investment was dominated by universities and has flowed to services

As AI technology matured and its applications proliferated, investment in AI skills is flowing across the economy. Current investment is dominated by professional and financial services companies with some contributions from mining, logistics, manufacturing, and healthcare. There is opportunity to identify sectors that would benefit from the productivity gains provided by AI technology.

portableText image

Human capital investment is geographically concentrated in NSW and Victoria

Organisations in NSW and Victoria contributed 76% of Australia’s total investment in AI skillsEncouraging investment across the country will ensure that productivity gains and benefits from AI technology are more evenly spread.

Read the full report here.

Read our latest posts

Private Capital: Australia's Untapped Opportunity
SuperannuationEconomicsFinancial ServicesCapital Markets

Private Capital: Australia's Untapped Opportunity

Our latest research commissioned by the Australian Investment Council reveals regulatory barriers are constraining superannuation investment in private equity and venture capital (PEVC), costing retirees up to $20,000 and the economy 140,000 jobs. Despite PEVC delivering returns 10.8 percentage points higher than listed equity, Australian super funds allocate just 4.4% versus 14% for top global pension funds. Fixing the distortionary effects of RG 97 and Your Future Your Super would improve member outcomes and grow the pool of capital for Australian projects.

18 Nov, 2025

Advancing innovation and productivity in the care sector
HealthProductivityTechnologyInnovation

Advancing innovation and productivity in the care sector

Our latest research commissioned by Kismet Healthcare examines opportunities to advance innovation and productivity in Australia's care sector through targeted technological solutions. We identify four high-impact, low-risk opportunities that could deliver over $2 billion in annual productivity gains in the NDIS alone. This study highlights the need for governments to establish a strong digital care ecosystem to preserve the benefits of quality care while addressing rising demand from Australia's aging population.

10 Nov, 2025

Prevention pays: Cutting the cost of dental hospitalisations
Health

Prevention pays: Cutting the cost of dental hospitalisations

Outlining the scale, impact and solutions to preventable dental hospitalisations in NSW.

17 Oct, 2025

Unlocking the productivity dividend of digital government in New Zealand
ProductivityDataTechnologyInternationalAI

Unlocking the productivity dividend of digital government in New Zealand

Our latest research in collaboration with Microsoft examines how cloud infrastructure can unlock substantial productivity gains for the New Zealand Government. This study reveals that the Government could unlock $360 million a year in fiscal savings and productivity gains to 2035 through public cloud's efficient use of IT labour and infrastructure. We find that government agencies can reduce their IT budgets by 12 to 25 per cent through 2035, while delivering enhanced cybersecurity, operational resilience, and service delivery across the public sector.

15 Oct, 2025

Loading...