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How Jobs And Skills Australia Turns Labour Data Into Better Career And Workforce Decisions with Professor Barney Glover

Reimagined Workforce · 2026-04-11 · 44 min

0:00--:--

Key moments - from our scoring

Substance score

55 / 100

Five dimensions, 20 points each

Insight Density11 / 20
Originality10 / 20
Guest Caliber15 / 20
Specificity & Evidence13 / 20
Conversational Craft6 / 20

Jobs and Skills Australia serves as an independent statutory body providing evidence-based labour market insights to government, organizations, and individuals navigating Australia's workforce landscape. Commissioner Barney Glover oversees a team of 200 delivering real-time occupational shortage lists, core skilled occupation lists, and forward-looking employment trend analysis alongside major projects on generative AI, gender economic equality, and foundation skills. The organization addresses a critical mismatch: while 90% of future jobs require post-secondary education, young people's career aspirations haven't shifted in 30 years and remain misaligned with growth sectors like healthcare, aged care, and construction. Glover highlights an imbalance in Australia's post-secondary system - overqualification in higher education paired with insufficient vocational training uptake - contrasting this with European models like Germany's parity-of-esteem polytechnics. The work extends to vulnerable populations, including the troubling spike in youth (15-24) not engaged in employment, education, or training (one in six regionally, one in ten urban), connected to broader mental health and loneliness challenges.

Key takeaways

  • →Jobs and Skills Australia provides accessible labour market data used by high school students through occupational shortages lists and by large organizations for workforce planning, serving a shared goal of matching people to fulfilling careers aligned with economic opportunity.
  • →Over 90% of jobs in the next five years will require post-secondary qualifications, yet young people's career aspirations remain unchanged for 30 years and are often opposite to where labour market growth is occurring, particularly in healthcare, aged care, and construction.
  • →Australia has an imbalance in post-secondary education with overqualification in higher education and insufficient vocational training uptake - 60% of construction jobs are in shortage - unlike European models such as Germany's polytechnics which have parity of esteem with universities.
  • →One in six young people in regional Australia and one in ten in metropolitan areas are not in employment, education, or training, a spike linked to mental health, loneliness, and the quality of careers advice available to youth.
  • →Jobs and Skills Australia leads major projects addressing generative AI impact on employment, gender economic equality in the workforce, and foundation skills (literacy, numeracy, digital) across communities including remote indigenous populations.

Guests

Professor Barney Glover

Topics in this episode

Jobs and Skills Australiaoccupational shortages listlabour market intelligencepost-secondary educationvocational education and training (VET)generative AI impact on employmentgender economic equalityfoundation skills (literacy, numeracy, digital)OECD PISA programskilled migration

Questions this episode answers

What does Jobs and Skills Australia do and who does it serve?

Jobs and Skills Australia is an independent statutory agency led by Commissioner Barney Glover that provides labour market intelligence and workforce data to government, organizations, and the public. It delivers real-time analysis (occupational shortages, recruitment difficulty, skilled migration trends) and future-focused projections to help stakeholders understand labour market dynamics and make informed career and workforce planning decisions.

Why are young people's career aspirations misaligned with actual job opportunities in Australia?

An OECD study of 750,000 15-year-olds found their top career aspirations hadn't changed in 30 years and were nearly opposite to where labour market growth is occurring - particularly in healthcare, aged care, and construction. Young people lack sophisticated understanding of post-secondary education pathways and don't see the value of vocational training compared to university, even though 90% of future jobs require post-secondary qualifications.

What is the imbalance in Australia's post-secondary education system?

Australia has overqualified its workforce in higher education while underqualifying it in vocational training, creating shortages (e.g., 60% of construction jobs are unfilled). This contrasts with European models like Germany's polytechnics, which have equal status alongside universities - a parity of esteem Australia currently lacks between TAFEs and universities.

How many young Australians are disengaged from employment, education, or training?

One in six young people (15-24 years old) in regional Australia and one in ten in metropolitan areas are not in employment, education, or training, representing a troubling spike linked to issues around mental health, loneliness, and the quality of careers guidance.

What major research projects is Jobs and Skills Australia currently leading?

Recent major projects include a generative AI study (led by Glover), a gender economic equality study (led by Deputy Commissioner Megan Lilly), a national foundation skills survey on literacy, numeracy, and digital skills (led by Deputy Commissioner Trevor Gould), and Mutu Youngaland, focused on foundation skills in remote indigenous communities.

What our scoring noted

Our reviewer’s read on each dimension, with quotes from the episode.

Insight Density

11 / 20

The episode contains several genuinely useful data points and non-obvious observations (humanities renaissance thesis, work intensity as an overlooked AI cost, gender exposure to AI dislocation), but large portions are consumed by host praise, throat-clearing, and high-level platitudes about 'being positive about the future.' The useful signal is real but diluted.

in regional Australia, it's one in six young people are not in employment education or training. And in metropolitan Australia, it's one in ten.
we were predicting much more augmentation than automation

Originality

10 / 20

A handful of mildly contrarian observations stand out - that humanities graduates are well-positioned for an AI economy, that big tech layoffs are partly an over-recruitment reset rather than AI-driven, and that AI-literate entry-level workers are being hired to upskill senior colleagues - but most of the framing (AI will augment not replace, need AI literacy, VET-university parity) is widely circulated.

one thing that I say frequently, whenever I have a chance, is to say this is the renaissance of the humanities
The big job losses we've seen in the tech and the finance industry are not surprising. In some cases, that wasn't so much an AI reset as a really a reset from companies that have over-recruited in recent years

Guest Caliber

15 / 20

Professor Glover holds a genuine independent statutory authority role - not a thought-leader on the speaker circuit - and is the named lead on substantive national research (GenAI study, gender economic equality study, VNDA report). He speaks from direct operational responsibility for Australia's primary labour market intelligence function.

I'm the Jobs and Skills Australia Commissioner, which is a what's called an independent statutory officer position with the Australian government
Last year, for example, we did a big project on generative AI, and I took the lead on that project

Specificity & Evidence

13 / 20

The guest delivers a notably above-average density of named data sources, percentages, and concrete figures - PLIDA, PISA sample size, NEET rates by geography, income uplift, off-welfare rates, 5-year salary trajectory - though he occasionally retreats into vague optimism without anchoring claims to evidence.

750,000 15-year-olds were interviewed from 17 OECD countries
median income uplift of about $15,000 a year in the first year or so of coming out of your VET qualification

Conversational Craft

6 / 20

The host is persistently deferential, with extensive self-referential speeches before each question and no meaningful pushback on any claim. Questions are broad and open-ended ('what does your reimagined workforce look like?'), compliments dominate transitions, and the guest is never pressed on methodology, limitations, or contested interpretations.

I think the work that you're leading is just making such a huge difference in the lives of so many Australians
What an incredible opportunity for all of us to actually shape the work plan. That's amazing

Conversation analysis

Computed from the transcript - who did the talking, and the words that came up most.

Most-used words

future46workforce42skills37jobs27labour27australia26data24market22important21education19kath15professor15glover15young14reimagined12australian12

Episode notes

Send us Fan Mail In this milestone episode of the Reimagined Workforce podcast, I’m joined by Professor Barney Glover, Commissioner of Jobs and Skills Australia, to explore how data, insights and emerging technologies are reshaping the future of work. Professor Glover leads a national body of work connecting labour market dynamics, skills systems and workforce planning. Supported by Deputy Commissioners Megan Lilly and Trevor Gould, the agency provides critical evidence to help individuals, organisations and governments make better workforce decisions. In this conversation, we unpack key insights, including: Jobs and Skills Report 2025 - highlighting the need to align productivity, participation and skills. Nearly 90% of employment growth has come from service industries, and AI is augmenting rather than replacing work, increasing demand for human skills like communication and problem solving. VET National Data Asset Report - demonstrating strong employment outcomes and income uplift for those completing vocational education. Higher Education Outcomes Report - providing longitudinal insights into career pathways and earnings growth following university study.

Full transcript

44 min

Transcribed and scored by The B2B Podcast Index.

1 - > Kath Hume: This is the Reimagined Workforce Podcast, 2 - > and I am your host, Kath Hume. 3 - > Through my work, I'm privileged to have fascinating, 4 - > thought-provoking conversations with people who inspire me and 5 - > make me so optimistic about the future. 6 - > They're rethinking how work gets done and how we might do 7 - > that better. 8 - > I am aware that not everyone is as fortunate. 9 - > So I created this podcast to bring some of these 10 - > conversations to others who share a passion for 11 - > reimagination. 12 - > Today's episode is a bit of a milestone, and I thought long 13 - > and hard about who would be the perfect guest. 14 - > Fortunately, I keynoted a conference with Professor Barney 15 - > Glover late last year, and it became very clear that the work 16 - > of Jobs and Skills Australia offers incredible value to 17 - > anyone working in workforce strategy and capability 18 - > development. 19 - > It provides a clear line of sight between emerging skill 20 - > needs, labour market dynamics, and the decisions we need to 21 - > make today. 22 - > For individuals and organisations, this means being 23 - > better equipped to plan for what comes next. 24 - > I hope you enjoyed this conversation as much as I did. 25 - > Welcome to a very special episode of the Reimagined 26 - > Workforce podcast. 27 - > This is our 50th episode, and I can't think of a better guest 28 - > to help us explore how we might reimagine the future of work so 29 - > that organisations and the people within them thrive. 30 - > Joining us today is Professor Barney Glover, Commissioner of 31 - > Jobs and Skills Australia. 32 - > In many ways, Professor Glover embodies what I dreamed when I 33 - > started this podcast. 34 - > His work focuses on anticipating the future through 35 - > evidence, using labour market insights and workforce data to 36 - > help Australians prepare for what comes next and create 37 - > brighter futures for individuals, organizations, and 38 - > communities. 39 - > Professor Glover brings remarkable breadth and depth of 40 - > experience to his role. 41 - > He previously served as Vice-Chancellor of Western 42 - > Sydney University and Charles Darwin University. 43 - > Throughout his career, he has contributed to education, 44 - > research, and innovation through leadership roles across 45 - > universities, governments, and industry. 46 - > He also contributes more broadly through service on a 47 - > range of boards and advisory boards, including the Museum of 48 - > Applied Arts and Sciences, and internationally as an honorary 49 - > professor at the University of Economics Ho Chi Minh City. 50 - > His work across these roles reflects a deep commitment to 51 - > expanding opportunity, strengthening the connection 52 - > between education and employment, and ensuring 53 - > workforce systems support thriving societies. 54 - > On a personal note, it's a real pleasure to welcome Professor 55 - > Glover. 56 - > In my work in strategic workforce planning, I regularly 57 - > rely on labour market insights produced by Jobs and Skills 58 - > Australia to help organisations understand workforce trends and 59 - > make better decisions about the future workforce. 60 - > And I am incredibly grateful for that amazing service. 61 - > I was actually speaking with a group from a European country 62 - > recently, and I was showing them what we have available to us in 63 - > Australia, and I have to say they were extremely jealous of 64 - > what we have available to us. 65 - > So hats off to everyone at Jobs and Skills Australia who makes 66 - > that available to us. 67 - > But Professor Glover, welcome to the Reimagined Workforce 68 - > Podcast. 69 - > Professor Glover: Thank you, Kath. 70 - > It's great to be with you and congratulations on 50. 71 - > And I'm very pleased to be your 50th guest and very happy to be 72 - > here and to chat about something I'm very passionate 73 - > about, which is the Australian labour market and how we can 74 - > help Australians to reach their full potential in the Australian 75 - > labour market and to navigate the national skills system to 76 - > get there. 77 - > So very happy to be with you. 78 - > Kath Hume: Thank you, and as am I, I'm I'm absolutely thrilled 79 - > that you agreed to be with us and to share your insights and 80 - > to support others. 81 - > And that's the dream that I had when I created the podcast. 82 - > Was I was fortunate to be in many conversations and have 83 - > access to lots of information and good people with great 84 - > intelligence and willingness to share, and it's just very 85 - > fitting that today I've got you as our guest. 86 - > So thank you. 87 - > Thank you. 88 - > I was just wondering if you could tell us a little bit about 89 - > what it is you do and why you love it so much. 90 - > Professor Glover: It's a very good question. 91 - > Well, I'm the Jobs and Skills Australia Commissioner, which 92 - > is a what's called an independent statutory officer 93 - > position with the Australian government. 94 - > So I'm an independent advisor to government and to the broader 95 - > community, um, to all of the key stakeholders who have an 96 - > interest in jobs and skills in Australia, and that's just about 97 - > everyone. 98 - > So providing advice. 99 - > I have a team of people, including two deputy 100 - > commissioners who support me, Megan Lilly and Trevor Gould are 101 - > my two deputy commissioners, again, independent secretary 102 - > officers, and a team of about 200 in Jobs and Skills 103 - > Australia, relatively small agency, but it does a powerhouse 104 - > of work, as you've outlined in your opening comments, Kath. 105 - > It is truly, I think, a remarkably important part of the 106 - > Australian government and the service we provide to people who 107 - > are interested in the dynamics of our labour market and our 108 - > skills system and how they're working effectively together or 109 - > not so effectively together. 110 - > Where are the tension points? 111 - > What do I do? 112 - > Well, I'm ultimately responsible for the whole body 113 - > of work that is underway within Jobs and Skills Australia, which 114 - > means there's a very significant amount of work that 115 - > is focused on the workforce of today. 116 - > What's happening today in the workforce? 117 - > What are internet vacancies like? 118 - > What is what's happening with employers and recruitment 119 - > difficulty? 120 - > What are we doing in skilled migration? 121 - > All of these key point-in-time analyses of the Australian 122 - > labour market, occupational shortages, core skilled 123 - > occupation lists, all the sorts of very important business as 124 - > usual parts of the mechanisms that help to inform and provide 125 - > advice to policymakers and to the public more broadly. 126 - > So all of that work, as well as the future-focused work, what's 127 - > what do we anticipate happening in the labour market in the 128 - > future? 129 - > What do we see with employment trends into the future? 130 - > What can we see happening in our skills system in the future? 131 - > And then we do a range of big projects. 132 - > Last year, for example, we did a big project on generative AI, 133 - > and I took the lead on that project. 134 - > The commissioners, deputy commissioners, and I take leads 135 - > on various big projects, and I took the lead on that one. 136 - > Megan Lilly took the lead on our gender economic equality 137 - > study, a very, very big and important study last year. 138 - > And Trevor Gould has been leading our work on foundation 139 - > skills. 140 - > We're doing a big, we just completed a big survey 141 - > nationally of foundation skills, literacy, numeracy, and digital 142 - > skills. 143 - > And we're doing some work at the moment on in a project 144 - > called Mutu Youngaland, which is focused on remote indigenous 145 - > communities and how how we should consider and respond to 146 - > issues around foundation skills in that very different context. 147 - > So it's an exciting body of work. 148 - > I lead the body of work. 149 - > We make reports to governments and into the public domain. 150 - > And importantly, I'm the spokesperson. 151 - > I'm there talking to people like you, Kath, and many others 152 - > who are interested in what's happening and to explain the 153 - > work of JSA and to be there to help encourage people to think 154 - > differently about the dynamics of our labour market. 155 - > A lot of young people now, particularly post-COVID, sort of 156 - > struggling with what direction should I take in life and what's 157 - > what's the right choice of career path for me? 158 - > And we provide, as you know, a raft of data sources that can 159 - > help people in making those sorts of decisions and to 160 - > understanding how to navigate our skill system and our labour 161 - > market. 162 - > So there's a big public relations role for the 163 - > Commissioner. 164 - > And today, for example, I've been involved in meetings with 165 - > state and territory ministers to talk about state and territory 166 - > priorities for Jobs and Skills Australia. 167 - > So it is a very outwardly focused role, but also 168 - > ultimately responsible for this incredible body of work by these 169 - > very talented public servants. 170 - > Kath Hume: What I think is amazing is I was with a group of 171 - > high school students, so year 10 students this week, we're 172 - > looking at your occupational skills shortages list, for 173 - > example. 174 - > But then I go out into quite large organizations, and I and 175 - > so it's accessible and usable for a range of different 176 - > audiences. 177 - > And I think what I love about it is that it's all working 178 - > towards that same ultimate goal, is to have people in 179 - > occupations that they enjoy, where they will thrive, where 180 - > they can, as you said, live to their potential, and ultimately 181 - > that's the best thing for our economy. 182 - > Then we've optimized our human resources and the people within 183 - > our societies. 184 - > And I think there's a lot coming out, as you would know. 185 - > You talked about leading that piece of work on AI, but I was 186 - > listening to something earlier in the week, just around what's 187 - > the impact of AI on going to be on loneliness and how are we 188 - > reimagining work and to ensure that we're protecting that 189 - > because as we all know, loneliness is becoming a really 190 - > prominent problem in society. 191 - > So I think the work that you're leading is just making such a 192 - > huge difference in the lives of so many Australians. 193 - > So one other thing that I really liked that you said that 194 - > I really caught on is the whole premise of the reimagined 195 - > workforce is that you're encouraging people to think 196 - > differently. 197 - > So where we've come from in the past is not where we're going 198 - > in the future. 199 - > So I love that you're anticipating the future and 200 - > providing those insights. 201 - > I know we can't predict the future, but giving us a hint and 202 - > helping us to see what might happen so we can do that 203 - > scenario planning and be better prepared. 204 - > Professor Glover: Yeah, no, it's very, very important. 205 - > There was a very significant OECD study last year that 206 - > provided an interesting insight into the career aspirations of 207 - > 15-year-olds. 208 - > So it's a very important study under their PISA program. 209 - > And 750,000 15-year-olds were interviewed from 17 OECD 210 - > countries, including Australia and New Zealand and many others. 211 - > But the fascinating thing about the data that came out, and the 212 - > troubling bit about the data, was that the top five, the top 213 - > 10 occupations that young people were thinking that they'd like 214 - > to be when they left school hadn't changed much in 30 years. 215 - > And what was even more troubling was when you looked at 216 - > it against where we see really dynamic change and growth in the 217 - > labour market, they were almost diametrically opposite. 218 - > In other words, they were choosing things where the 219 - > opportunities were very limited and not where there is an 220 - > enormous amount of growth in the future. 221 - > So in Australia, the economy is dominated at the moment by 222 - > growth in health care and social assistance and the care economy 223 - > in Australia is growing significantly. 224 - > We're seeing quite a shift from the producing industries to the 225 - > to the service industries. 226 - > It's been ongoing now for some time, and it our projections are 227 - > that it will continue on. 228 - > So when you talk to young people and they give you their 229 - > career aspirations, and they're actually misaligned with 230 - > opportunity, that's a challenge. 231 - > It was also misaligned with a sense of, well, what sort of 232 - > post-secondary education do I need as a 15-year-old? 233 - > Are they thinking about tertiary education and the jobs 234 - > of the future and reimagining the workforce of the future that 235 - > they'll be part of? 236 - > And often they were, they didn't have a sophisticated 237 - > concept at age 15 of post-secondary education. 238 - > Whereas we know at Jobs and Skills Australia that over 90% 239 - > of the jobs of the future within the next five years will 240 - > require post-secondary education qualifications. 241 - > And we also know that in the Australian context, and it's 242 - > very true elsewhere, I was actually talking to someone from 243 - > the UK from our sister organization, Skills England, 244 - > just earlier this week about some of the challenges that 245 - > they're addressing in the UK and what we're looking at in 246 - > Australia. 247 - > But thinking about what we're seeing as an imbalance in our 248 - > post-secondary education system in Australia. 249 - > That is, we've had enormous reforms in post-secondary 250 - > education, vocational training in higher ed, but we have 251 - > overqualified the workforce in higher education and not 252 - > qualified it enough in vocational training. 253 - > 60% of the all of the jobs in the construction sector are in 254 - > shortage because we're not generating young people 255 - > interested in apprenticeships and careers in the construction 256 - > industry. 257 - > And we need that as a country that wants to build 1.2 million 258 - > homes and create the jobs of the future that might be really 259 - > interesting in a technology-rich environment. 260 - > So we're needing to address this lack of parody of esteem 261 - > between our vet sector and our higher ed sector, something in 262 - > Europe you don't see to the same extent. 263 - > The polytechnics in Germany and the universities live side by 264 - > side and are highly regarded. 265 - > In Australia, we don't have that sense between our TAFES and 266 - > our universities. 267 - > We should. 268 - > We haven't got it yet. 269 - > So we need to do a lot of educating of young people about 270 - > wonderful career opportunities into vocational education and 271 - > training and to grow our higher education system. 272 - > This is not about curtailing that, but we need to see a 273 - > significant in VET. 274 - > One of the other troubling things that came out of the 275 - > conversation I had with my colleague in England comes to 276 - > your point a moment ago, Kath, about about loneliness and about 277 - > mental health issues in general. 278 - > We have in Australia at the moment a troubling set of data 279 - > around people not in employment education or training, young 280 - > people, 15 to 24 year olds. 281 - > So in regional Australia, it's one in six young people are not 282 - > in employment education or training. 283 - > And in metropolitan Australia, it's one in ten. 284 - > So not only are they not participating in the training 285 - > system, they're not engaged at all in education or employment. 286 - > And that's a worry. 287 - > And that number has spiked. 288 - > And we need to find out what's happening and how we can lift 289 - > the aspiration of young people. 290 - > And partly, that comes back to the quality of careers advice. 291 - > And when you unpack quality careers advice, you end up at 292 - > JSA. 293 - > Because you end up, where's the evidence base? 294 - > Where is the compelling data that tells a young person, well, 295 - > what are the pathways that might take me from where I am to 296 - > what I'd like to be, or possibly other things I'd like 297 - > to be? 298 - > I don't want to be locked into a single career pathway. 299 - > The future is about many career pathways for us. 300 - > It's not a single, you know, work in the same job for 40 301 - > years. 302 - > It's going to be very different. 303 - > So two of our really important, I think our most important 304 - > reports from JSA every year. 305 - > One is the VET National Data Asset Report, and the other is 306 - > our higher education outcomes report. 307 - > They both came out late last year. 308 - > Now, these are both reports based on what's called PLIDA 309 - > data. 310 - > PLIDA is person-level integrated data asset of the 311 - > Australian Bureau of Statistics. 312 - > And this is where the ABS has linked a whole lot of data 313 - > together from tax data to schools data to vet data to 314 - > social services data. 315 - > So we can track what happens to people as they move through 316 - > education and training and ask the question what happens next? 317 - > Does it make any difference to their lives? 318 - > And not surprisingly, but impressively, in our VNDA 319 - > report last year, on average, median income uplift. 320 - > If you complete a vet qualification in Australia, 321 - > you've got a median income uplift of about $15,000 a year 322 - > in the first year or so of coming out of your VET 323 - > qualification. 324 - > That's great. 325 - > You have a big uplift in employability, and you have a 326 - > big uplift in opportunity to go to further study. 327 - > And remarkably, over 40% of people who are on income support 328 - > before they do their vet qualification come off income 329 - > support from the government after. 330 - > And that's a great example of how people are getting out of 331 - > that intergenerational poverty challenge and moving into an 332 - > opportunity to earn money and participate in quality jobs in 333 - > the Australian labour market. 334 - > So the VNDA data is incredible. 335 - > VET National Data Asset, well worth looking at. 336 - > You can actually interrogate it down to what happens if I do a 337 - > CERT two in hospitality or I or do a CERT three in 338 - > electrotechnology. 339 - > It gives you all of that data about median income uplift and 340 - > employability. 341 - > Interestingly, side by side with that is our higher 342 - > education outcomes data. 343 - > And this is doing the same analysis for people who are 344 - > completing their higher education qualifications. 345 - > And we went back and we looked at what happened to them over 346 - > five and ten years. 347 - > So it's longitudinal data. 348 - > And it is a remarkable story of success. 349 - > On average, over the first five years, if you complete a 350 - > degree, you have on average about a 35% increase in salary 351 - > over the first five years. 352 - > That's impressive. 353 - > Um, and in some areas, you know, you do a nursing degree, 354 - > you end up mostly in nursing, but not always in nursing. 355 - > About 70-odd percent end up in nursing. 356 - > Engineers, yes, mostly go into engineering, but not all of 357 - > them. 358 - > And then you have some other degrees, like a Bachelor of 359 - > Arts, a Bachelor of Social Sciences, a Bachelor of 360 - > Business, Bachelor of IT, that end up moving into a whole raft 361 - > of different areas. 362 - > And this, I think, is where young people who are thinking 363 - > about the work in the future, imagining or reimagining the 364 - > workforce of the future, can get a real sense of, wow, if I do 365 - > this degree, look at all of the opportunities that come from 366 - > that in these very, very different areas. 367 - > And you start to say, well, yeah, this is not locking you in 368 - > to a particular outcome. 369 - > It's actually opening up a raft of outcomes. 370 - > And one of the things I think is most important about that, 371 - > coming back to the generative AI conversation we had, because 372 - > you you have to reimagine the workforce of the future in the 373 - > context of generative AI and agentic AI, that will be the 374 - > transformation of our economy over the next few years will be 375 - > the impact of Gen AI. 376 - > But one thing that we see happening at the moment when 377 - > we're thinking about and imagining the workforce of the 378 - > future is the importance of the cognitive skills. 379 - > So critical thinking, problem solving, communication, being 380 - > able to work in a team, the whole raft of skills which are 381 - > appearing now more frequently in job adverts because we analyze 382 - > job adverts and less so technical skills. 383 - > And we're also seeing a move towards skills as the basis for 384 - > recruitment away from qualifications and credentials. 385 - > And when you think of those cognitive and you think about 386 - > that skills first framework for recruitment, it emphasizes the 387 - > importance of the humanities, the arts and social sciences. 388 - > Because the arts and social sciences and humanities are very 389 - > much about those cognitive skills. 390 - > That's very much what they teach in a whole raft of 391 - > interesting areas of application and in different cognate areas 392 - > and discipline contexts, all very, very important. 393 - > So one thing that I say frequently, whenever I have a 394 - > chance, is to say this is the renaissance of the humanities. 395 - > Wow. 396 - > Because we had concerns about various policy settings that 397 - > have impacted on the humanities in higher education, the 398 - > so-called jobs-ready graduate reforms and the impact that's 399 - > had. 400 - > And I think the generative AI revolution we're in and will 401 - > continue, is going to require more and more people to have the 402 - > skills that comes from an arts degree from an Australian 403 - > university. 404 - > So there's a lot that I think our reports, like Banda and 405 - > higher ed outcomes, I think it tells a remarkably powerful 406 - > story to young people and to people who are being disrupted 407 - > in the labour market in various ways. 408 - > You know, we're in whenever you have an industrial revolution, 409 - > in this case it's a generative AI or an AI revolution, you have 410 - > disruption and you have dislocation and you have job 411 - > losses and new jobs emerge, and the ratio between them changes 412 - > as the impact of the technology takes full effect. 413 - > But when in that context and you're in a vulnerable area, 414 - > then it's important to think about skilling and reskilling. 415 - > And again, it's it's great to have that sense of well, what 416 - > are the pathway opportunities? 417 - > One thing that we recommended in our big Gen AI study last 418 - > year was the critical importance of upskilling all Australians 419 - > in their Gen AI skills. 420 - > It's a major focus for this government in Australia to pick 421 - > up this and to find ways through, I think, empowering our 422 - > future skills organization, one of our great jobs and skills 423 - > councils, under Patrick Kidd, that's focused on this question 424 - > of how do we accelerate AI. 425 - > Skill acquisition because if we don't give people the agency to 426 - > participate in this reimagined future by having the skills 427 - > they need, then they won't be able to participate to their 428 - > full potential. 429 - > So we've got to do all of this baseline uplift. 430 - > And and by the way, there are countries in our region already 431 - > doing that. 432 - > So we've got to be careful we're not left behind. 433 - > But we've also got to be saying all of our vet lecturers, all 434 - > of our academics in universities, they need to be 435 - > confident in the use of AI tools and confident in being able to 436 - > pass on to students those skills. 437 - > So they emerge from degree programs and vet courses ready 438 - > for the workforce of the future. 439 - > And that has to be comfort familiarity with AI. 440 - > You've got to be AI literate and or AI fluent or AI 441 - > competent. 442 - > These are the new competencies and skills that people will need 443 - > to operate. 444 - > Because a lot of technical things are going to be done by 445 - > AI. 446 - > So you've got to have all of those human skills as well as 447 - > all of those cognitive capabilities and that AI 448 - > familiarity in order to be successful. 449 - > One of the other dimensions that you think about reimagining 450 - > the workforce of the future. 451 - > When we did our study, we're interested in two other 452 - > dimensions that I think are really important. 453 - > One is a labour mobility dimension. 454 - > And this this is a really interesting observation that 455 - > some of the areas which are likely to be heavily impacted by 456 - > AI and clerical and administrative tasks often fall 457 - > into this category. 458 - > Many of those are gender biased to women. 459 - > And when you look at the labour mobility of women in those 460 - > particular areas, they end up moving into occupations that are 461 - > also susceptible to impact from AI. 462 - > So when we think about these impacts on the labour market, 463 - > we've got to be careful of gender implications as well as 464 - > implications on First Nations and equity groups. 465 - > But for women, it's quite an interesting challenge that we 466 - > now have to provide an opportunity for people who are 467 - > going to be dislocated in some way by AI and to make sure they 468 - > have an opportunity to move into areas where they can upskill 469 - > and reskill and have confidence in their future. 470 - > So that labour mobility piece, I think, is really important 471 - > about the workforce of the future. 472 - > One of the other areas that gets mentioned a great deal in 473 - > terms of disruption is entry-level jobs. 474 - > And people worried that, in a way, agentic AI will be the 475 - > entry-level graduate intern of the future. 476 - > So what happens to entry-level jobs? 477 - > So that's a very important point. 478 - > We haven't seen that in Australia yet. 479 - > We look very carefully at what happens with entry-level jobs. 480 - > We're not seeing any particular impact in the Australian labour 481 - > market, but there will be some. 482 - > It's interesting in other places the US is seeing some 483 - > impact on entry-level roles. 484 - > When I talk to business leaders in various industry sectors 485 - > about their AI journey, because many of them are not 486 - > particularly AI competent or AI literate, but they understand it 487 - > is a game changer potentially for their industry sector. 488 - > And they're thinking about recruiting, you know, digital 489 - > natives, those who are AI fluent, young people coming in 490 - > entry-level, because they need the knowledge base those people 491 - > bring to influence the way they will capture the benefits of an 492 - > AI-infused future. 493 - > So they see them as part of the upskilling of their own 494 - > workforce and the introduction of new ideas and opportunities. 495 - > So, in a way, that's enhancing the entry-level pathway for 496 - > people who are who are AI literate. 497 - > I've had some great examples of that in different industry 498 - > sectors. 499 - > So I think the AI dimension is a really important one that we 500 - > all have to watch carefully. 501 - > The government's released its national AI strategy, which is 502 - > an important part of shaping the national narrative around 503 - > artificial intelligence. 504 - > The onus now is on a whole range of participants in our 505 - > labour market and in our skills system and more broadly in the 506 - > community to respond to that. 507 - > And we need JSA to some extent and others to monitor the impact 508 - > over time. 509 - > Our report was a point-in-time analysis, but now we need to 510 - > find out well how much of that is going to come to fruition and 511 - > how quickly. 512 - > And where we were a bit different in our analysis to 513 - > some commentators and the media and tech gurus and others is we 514 - > were predicting much more augmentation than automation. 515 - > Yes. 516 - > So our analysis said, well, yes, almost every job to some 517 - > degree or other is going to be augmented by AI, but the job 518 - > will still be there with a very important human dimension to it, 519 - > but supplemented, complemented, and enhanced by AI. 520 - > There'll be hybrid jobs that emerge because AI will allow you 521 - > to create new ways of combining existing work 522 - > together. 523 - > And then, of course, you have an opportunity for new jobs to 524 - > emerge. 525 - > And we've we put out a report last year where we saw just on 526 - > the horizon some emerging spikes of jobs in new areas. 527 - > Again, great asset for young people thinking about 528 - > interesting jobs in the future. 529 - > And want to be a quantum computing technician. 530 - > Not many of them. 531 - > There'll be lots of them in the future. 532 - > Um so there needs to be that you know, very, very careful 533 - > analysis of augmentation versus automation. 534 - > The big job losses we've seen in the tech and the finance 535 - > industry are not surprising. 536 - > In some cases, that that wasn't so much an AI reset as a really 537 - > a reset from companies that have over-recruited in recent 538 - > years. 539 - > So that I think is a reset. 540 - > Some of it's AI driven. 541 - > So we'll see how that plays out in the next few years. 542 - > But I have a very positive view of the reimagined workforce of 543 - > the future because I do think we'll not just equilibrate to 544 - > the benefits of artificial intelligence, but will also 545 - > accommodate the human dimension to work in the future and the 546 - > quality of work. 547 - > It'll take away drudgery from some roles where some 548 - > transactional, repetitive transactional work can disappear 549 - > and people can then refocus on other interesting parts and 550 - > particularly client and customer-centered aspects of the 551 - > role. 552 - > Interestingly, one of the challenges that people talk a 553 - > bit about with AI is work intensity. 554 - > Because if you think about the normal working day, you know, 555 - > you have ebbs and flows, sometimes intensely busy, 556 - > sometimes less so. 557 - > If you take out the parts where you're not very busy, because 558 - > AI will do that part of your work, and you move everything 559 - > into the more intensive zone of activity, that will take its 560 - > toll on people. 561 - > So we need to accommodate changing ways in which people 562 - > will work. 563 - > And um one thing that we emphasized in our study was the 564 - > importance of inclusive implementation of technology in 565 - > the workplace. 566 - > I think if we look at what works successfully, it is when 567 - > workers and management are working together to design the 568 - > implementation of a technology transformation. 569 - > AI is just one example of it. 570 - > So I think in in imagining the future, I'm reassured by many of 571 - > the companies I'm talking to that they're very inclusive. 572 - > And quite often it's because workers are already using AI and 573 - > not telling you that's exactly right. 574 - > Kath Hume: They're the ones doing it. 575 - > So best that we ask them. 576 - > And I think it's that in work intensity is really important as 577 - > well, because I think what I'm seeing is a lot of people 578 - > talking about or hoping for productivity gains from AI, but 579 - > not a lot of conversation around so what do we do with that time 580 - > saved? 581 - > And I think that's a really important thing that we should 582 - > be discussing, and as you said, have a that human-centered 583 - > design approach to be asking the people who are doing it, and 584 - > you you also touched on a few things um aspirations. 585 - > So, what would people like to be doing rather than what do 586 - > organizations just want people to be doing? 587 - > The skill adjacencies that you talked about, you know, 588 - > declining professions, where might they be able to utilize 589 - > those skills elsewhere? 590 - > So I think all of the reports that you're talking about just 591 - > give visibility to people. 592 - > So is there's not that lack of hope or optimism that the world 593 - > is changing around me and I'm helpless to do anything about 594 - > it. 595 - > I think it's a real enabler that you're giving them all of 596 - > this information. 597 - > Um, one of the things that you also mentioned around human 598 - > skills, so I my background is learning and development and HR 599 - > and economics, and I've sort of combined all of those, but 600 - > learning and development, I really think that that learn of 601 - > mobility is going to come about when people are have the 602 - > capability to learn and we need to really build that skill of 603 - > learning independently because we can't always rely on 604 - > organisations to educate us, especially if we're looking at 605 - > upskilling to move outside of an organization. 606 - > But one of the things I'm really interested, and I'm not 607 - > sure if you've how much thought you've put into this. 608 - > So, my role as a strategic workforce planner is to go into 609 - > an organization and and just for listeners, in case they're not 610 - > aware, is to really look at what are the trends happening in the 611 - > environment around the organization that we're thinking 612 - > about over a say probably five to ten year period. 613 - > So we can't predict, we've but we want to anticipate, so we've 614 - > got some capability of adapting to that environment if and when 615 - > it happens, but then putting plans in place to say, okay, 616 - > there's multiple levers that we can move to prepare for this, 617 - > and we can do it in a sustained fashion, and time is that we can 618 - > do it incrementally. 619 - > Um, what do you see for the role of the strategic workforce 620 - > planner in ensuring that your data and reports and 621 - > intelligence is utilized as it's intended to really complement 622 - > the organization, but also the individuals and then the people 623 - > we serve in those organizations? 624 - > Professor Glover: I look, I think it's a fascinating time 625 - > for strategic planning. 626 - > It's it's probably never been quite so challenging in a way. 627 - > Um primarily because um if you look at aspects of the digital 628 - > revolution of the last 30 years or so, the ability to begin to 629 - > scenario plan and and strategic plan what the future might look 630 - > like, as much as you can determine it and then work back 631 - > and start preparing for digital transformation. 632 - > I suspect now with generative and and particularly with 633 - > agentic AI, that's going to be even more challenging to predict 634 - > in a way. 635 - > So strategic planning is going to take on another edge of 636 - > perhaps the time frames are being contracted a little bit. 637 - > Kath Hume: That's correct. 638 - > Professor Glover: And I think that's that's um probably a good 639 - > thing because in Australia, if we want to be competitive, we 640 - > want our businesses and industry to be competitive, and 641 - > particularly if they want to be globally competitive, and the 642 - > time frames are going to contract. 643 - > They're going to need to be thinking not in the five-year 644 - > horizon, but in a two to three-year horizon as they think 645 - > about repositioning themselves for a in a different context. 646 - > So the strategic planning aspects are really important 647 - > part of it. 648 - > I hope that our data is going to be of value. 649 - > I'm sure people will appreciate the way it's been been put 650 - > together. 651 - > And of course, a lot of it is point-of-time data. 652 - > So, apart from our big employment projections over the 653 - > next five and ten years, which are looking out beyond the 654 - > horizon, the rest of the data is really what's the trend been 655 - > like, where are we at, what's emerging, and how do we provide 656 - > some analysis and interpretation around that. 657 - > Interestingly, though, we did recast our five and ten year 658 - > employment projections as part of the generative AI study 659 - > because we wanted to impose upon our model, our equilibrium 660 - > model on the labour market, we wanted to impose upon it some 661 - > additional assumptions around the depth and the breadth of AI 662 - > uptake as a way of saying, well, what does that do to 663 - > employment? 664 - > Because we had all the work we'd done on augmentation and 665 - > automation, and we could make assumptions about how slow or 666 - > how rapidly industry would pick up AI and implement it and so 667 - > on. 668 - > So we did some longer-term forecasting on that. 669 - > And that's, I think, something strategic planners should look 670 - > at because it begins to show not so much an overall decline in 671 - > employment levels, but it shows a different pattern of growth 672 - > over time, particularly initially some flattening out 673 - > and then some increase. 674 - > So we see a different structure to the labour market growth in 675 - > the five-year horizon to the 10-year horizon, but still we 676 - > see growth. 677 - > Now that's driven by some assumptions about augmentation 678 - > and automation, so that needs to be reworked on a fairly regular 679 - > basis, and governments will do that, and and I'm sure the 680 - > Australian government will be doing it. 681 - > But it does, I think, add another dimension to the 682 - > planning horizon work about you know what do we need to be 683 - > saying to businesses about what's likely to happen and how 684 - > to prepare for it and and how to future-proof yourself to a 685 - > certain extent. 686 - > One of the things I often say to young people when they ask 687 - > the question about what I should do to future-proof myself, I 688 - > said, well, be AI literate, because that will help you 689 - > enormously, and have an open mind to the opportunities, 690 - > because there are many opportunities out there. 691 - > But you walk walk into a job interview and that you're 692 - > confident around AI and you understand hallucinations and 693 - > you understand that managing an agentic AI system is to 694 - > interpret and ensure that you have the capacity to ensure the 695 - > outcomes and the output from that are actually fit for 696 - > purpose. 697 - > So there's a lot to be said for someone walking in 698 - > future-proofing themselves, just as businesses need to take 699 - > advantage of that data that we have, point in time, and some of 700 - > the longer-term trend stuff to help in longer-term planning. 701 - > Kath Hume: Oh, there's so much richness in all of you have to 702 - > say and all of those reports. 703 - > I will send links to all of those and I'll include those in 704 - > the show notes. 705 - > You have touched on this already, but I do ask every 706 - > guest, what does your reimagined workforce look like? 707 - > Professor Glover: As I said, I'm really positive about the 708 - > future, despite some of the almost dystopian views you hear 709 - > from people about robotics and AI and the future. 710 - > I'm much more confident about the future than that. 711 - > And so my reimagined workforce actually comes back to something 712 - > Kathy, you said a little earlier, which was around 713 - > productivity gain. 714 - > When I talk to colleagues in the public service about AI, I 715 - > refer them to a particularly telling graph that's in our AI 716 - > study. 717 - > And it shows hours worked mapped against salary increases 718 - > in the professional areas of the economy over the last 20 years. 719 - > And what it shows is hours worked going up steeply, salary 720 - > increases nowhere near a steep. 721 - > So one of the first things we need to capture with AI is 722 - > around recapturing our life and our work-life balance. 723 - > Because it is a great tool to help us to better manage our 724 - > work when it's used appropriately. 725 - > And I think the big copilot trial that was done by the 726 - > Australian Public Service showed that yes, people could see how 727 - > it could benefit them, whether they're policy makers in the 728 - > general policy sense or whether they're more specialists, they 729 - > could see how it can take away some of the challenges they face 730 - > if they've got the capacity to manage it well and could be of 731 - > huge benefit. 732 - > So my first comment is let's get ourselves back equilibrated 733 - > in life. 734 - > I think when I reimagine the workforce of the future, I see a 735 - > workforce where people have got that balance in their life. 736 - > And I see a workforce which is much more inclusive. 737 - > One of the things that we spend a lot of time looking at at 738 - > JSA, and I shout at every opportunity, is the benefit of a 739 - > diverse workforce. 740 - > So we've done studies to look at the relationship between 741 - > occupational shortages and gender segregation. 742 - > So if you're in a gender segregated occupation, so 743 - > male-dominated or female dominated, much more likely to 744 - > be in shortage. 745 - > If you have a balance of men and women in your workforce, 746 - > you're less likely to have shortages. 747 - > The same applies to an aged workforce. 748 - > If you have a reasonable proportion of older workers, 749 - > you're less likely to be in shortage. 750 - > And that's 45 and above. 751 - > And in fact, if you have a multi-generational workforce, 752 - > you're less likely to be in shortage. 753 - > The benefits of older workers working with younger workers is 754 - > hugely important. 755 - > If you have more First Nations employees, if you have more 756 - > people with disability working in your organization, you're 757 - > less likely to have shortages. 758 - > The other important thing that we note is that occupational 759 - > shortages, high levels of shortages, equate to low levels 760 - > of productivity. 761 - > So if we want to uplift productivity, let's make our 762 - > workplaces more inclusive. 763 - > So my reimagined workforce of the future is one where the 764 - > balance is there in people's lives. 765 - > And importantly, we have a very diverse and inclusive labour 766 - > market. 767 - > And by virtue of that, we are managing occupational shortages 768 - > and we're driving up productivity in the national 769 - > benefit. 770 - > And of course, there's the dimension that that should bring 771 - > around the quality of work and that people are paid 772 - > appropriately for the quality in quality jobs because we want 773 - > people, and this is something, again, AI can help us with in 774 - > many, many ways. 775 - > So I have a very positive view of a reimagined workforce. 776 - > I also think people will engage with that labour market in very 777 - > different ways. 778 - > Absolutely. 779 - > That's exciting. 780 - > Sometimes they'll be a contractor, sometimes they'll be 781 - > a part-time employee, sometimes they will be a full-time 782 - > employee, and sometimes they'll be on a short-term contract and 783 - > whatever. 784 - > This is the nature of a dynamic workforce. 785 - > We do need to see higher levels of labour mobility in 786 - > Australia. 787 - > We've seen that decline in recent years. 788 - > People are not leaving one job and moving to another to 789 - > advance their opportunities, to increase their salaries that we 790 - > saw historically. 791 - > We need to see more labour mobility because that's good for 792 - > the economy. 793 - > It brings more people into the economy and it's a wonderful 794 - > opportunity. 795 - > And I'd like to think the reimagined workforce is one 796 - > where the barriers to participation are lowered 797 - > considerably so people have an opportunity from a disadvantaged 798 - > background to participate to their full potential and to see 799 - > that much more prominently than we we see at the moment. 800 - > And I think that's an aspiration everyone should 801 - > share. 802 - > But I see it in a very positive way, Kath. 803 - > Kath Hume: And it's so great that you're in the position you 804 - > are because I think that optimistic future that you're 805 - > painting that picture of is so appealing to me, and I'm sure it 806 - > would be to others. 807 - > But I think we need someone with that optimism to be leading 808 - > this work because you can see that's at the foundations of 809 - > everything that's being provided, it's all about how do 810 - > we make the future better. 811 - > So, on that note, thank you so, so much for setting aside the 812 - > time. 813 - > I know you're a very busy person and got very big 814 - > responsibilities. 815 - > So really appreciate that. 816 - > Could I ask if people wanted to contact you, is there a way 817 - > that you would be happy for them to do so? 818 - > Professor Glover: Yes, Jobs and Skills Australia has a very 819 - > straightforward public communications arrangement 820 - > through our website so people can always get in touch. 821 - > It's not hard to get in touch with me, it's barney.glover@ 822 - > jobsandskills.gov.au. 823 - > So very happy for people who have an interest in the labour 824 - > market. 825 - > We're about to go to public consultation on our next work 826 - > plan. 827 - > So if people have ideas about what they think we should 828 - > prioritize under our act, um we've just been reviewed, and 829 - > our act has just been reviewed in a very positive way for JSA. 830 - > But our act requires us to go to public consultation on many, 831 - > many things. 832 - > So if people are interested, they should have a look at our 833 - > website. 834 - > It'll tell them how they can participate in our public 835 - > consultation. 836 - > And it's always valuable to have people from diverse parts 837 - > of society tell us a little bit about their lived experience, 838 - > the labour market and the skill system and their ideas for where 839 - > we might focus our work in the future. 840 - > Kath Hume: What an incredible opportunity for all of us to 841 - > actually shape the work plan. 842 - > That's amazing. 843 - > That's perfect timing, too. 844 - > And I will include information about all of that in the show 845 - > notes. 846 - > So thank you so much, Professor Glover. 847 - > It's been a pleasure. 848 - >

Speaker 1: Thank you, Kathryn. 849 - > Great talking to you, and good luck with number 51 after this. 850 - > Kath Hume: Thank you very much. 851 - > Thanks for listening to the Reimagined Workforce Podcast. 852 - > If you found the episode valuable, I'd encourage you to 853 - > share it with your network and subscribe so you don't miss any 854 - > further conversations. 855 - > You can also find show notes and resources at www.workforce 856 - > transformations.com.au slash podcast. 857 - > If you're looking to take a more structured and practical 858 - > approach to strategic workforce planning or capability 859 - > development, you can connect with me on LinkedIn or Via the 860 - > Workforce Transformations website. 861 - > But for now, let's just enjoy reimagining the workforce 862 - > together.

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