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People foundation | AI will free up humans and require new skills
BCG · process_diagram
People foundation | AI will free up humans and require new skills
 Three steps unlock value of AI in manufacturing ...
BCG · process_diagram
Three steps unlock value of AI in manufacturing ...
 ... and five factors ensure success throughout an AI transformation
BCG · framework_other
... and five factors ensure success throughout an AI transformation
 IT'S LEARNING. JUST NOT AS WE KNOW IT.
Accenture · 2018 · cover
IT'S LEARNING. JUST NOT AS WE KNOW IT.
 "The future of work will be a race between education and technology."
Accenture · 2018 · quote_slide
"The future of work will be a race between education and technology."
 STAYING STILL IS NOT AN OPTION
Accenture · 2018 · key_messages
STAYING STILL IS NOT AN OPTION
US$11.5 trillion — Cumulative G20 growth at risk over next decade
 INTELLIGENT TECHNOLOGIES WILL RECONFIGURE ROLES
Accenture · 2018 · key_messages
INTELLIGENT TECHNOLOGIES WILL RECONFIGURE ROLES
 FIGURE 2: ROLE CLUSTERS OFFER A UNIQUE LENS ON EVOLVING WORK PATTERNS
Accenture · 2018 · data_table
FIGURE 2: ROLE CLUSTERS OFFER A UNIQUE LENS ON EVOLVING WORK PATTERNS
10 — role clusters
 Intelligent Technologies Will Reconfigure Roles
Accenture · 2018 · data_table
Intelligent Technologies Will Reconfigure Roles
59% — Percentage of worker time potentially augmented / automated by intelligent technologies
 Empathy and Support roles represent the largest share of employment in the US and will also require a major increase in workers over the next 10 years.
Accenture · 2018 · segmentation
Empathy and Support roles represent the largest share of employment in the US and will also require a major increase in workers over the next 10 years.
64% — Share of total US employment by worker role cluster
 Physical Manual Labor represents the largest share of employment in China. By 2028, demand will decrease, but it will remain the dominant form of employment.
Accenture · 2018 · data_table
Physical Manual Labor represents the largest share of employment in China. By 2028, demand will decrease, but it will remain the dominant form of employment.
~50% — Share of total employment in Physical Manual Labor
 INTELLIGENT TECHNOLOGIES ARE SUBVERTING THE SKILLS MIX
Accenture · 2018 · context
INTELLIGENT TECHNOLOGIES ARE SUBVERTING THE SKILLS MIX
 Intelligent Technologies Are Subverting the Skills Mix
Accenture · 2018 · data_table
Intelligent Technologies Are Subverting the Skills Mix
 SOLVING THE SKILLS CRISIS IN THREE STEPS
Accenture · 2018 · section_divider
SOLVING THE SKILLS CRISIS IN THREE STEPS
 STEP ONE: SPEED UP EXPERIENTIAL LEARNING
Accenture · 2018 · section_divider
STEP ONE: SPEED UP EXPERIENTIAL LEARNING
 APPRENTICESHIPS: AS EXPERIENTIAL AS LEARNING CAN GET
Accenture · 2018 · recommendation
APPRENTICESHIPS: AS EXPERIENTIAL AS LEARNING CAN GET
34% / 32% — Upskilling uptake rates (Germany / Austria)
 SHIFT FOCUS FROM INSTITUTIONS TO INDIVIDUALS
Accenture · 2018 · recommendation
SHIFT FOCUS FROM INSTITUTIONS TO INDIVIDUALS
 FIGURE 7: CHANGE IN IMPORTANCE OF SKILLS FOR SCIENCE AND ENGINEERING ROLES (2004-2017)
Accenture · 2018 · market_landscape
FIGURE 7: CHANGE IN IMPORTANCE OF SKILLS FOR SCIENCE AND ENGINEERING ROLES (2004-2017)
 FIGURE 8: THE CHANGING IMPORTANCE OF STEM/ANALYSIS AND COMPLEX REASONING SKILLS
Accenture · 2018 · data_table
FIGURE 8: THE CHANGING IMPORTANCE OF STEM/ANALYSIS AND COMPLEX REASONING SKILLS
 Empower vulnerable learners
Accenture · 2018 · recommendation
Empower vulnerable learners
69% — Worker time subject to automation (low-skilled work)
 ARE YOU READY TO TRANSFORM LEARNING IN YOUR ORGANIZATION?
Accenture · 2018 · closing_ask
ARE YOU READY TO TRANSFORM LEARNING IN YOUR ORGANIZATION?
 Are You Ready to Transform Learning in Your Organization?
Accenture · 2018 · next_steps
Are You Ready to Transform Learning in Your Organization?
 Many have talked about the growth boost that new technologies will generate, but few have attempted to understand how that growth could be imperilled by not addressing the skills crisis.
Accenture · 2018 · appendix
Many have talked about the growth boost that new technologies will generate, but few have attempted to understand how that growth could be imperilled by not addressing the skills crisis.
 Nine in ten (91%) recognise the importance of early childhood in shaping later life
misc · 2022 · key_takeaways
Nine in ten (91%) recognise the importance of early childhood in shaping later life
91% — Public sentiment
 However, there is relatively low recognition of the importance of early childhood compared with other life stages
misc · 2022 · problem_statement
However, there is relatively low recognition of the importance of early childhood compared with other life stages
17% — Public perception of importance
 There is clear appetite for a greater societal focus on early childhood
misc · 2022 · key_takeaways
There is clear appetite for a greater societal focus on early childhood
70% — Public agreement percentage
 More needs to be done to offer parents support with their children’s development during the early years
misc · 2022 · key_takeaways
More needs to be done to offer parents support with their children’s development during the early years
65% — Public agreement on lack of support
 There is high recognition of how early childhood affects mental health in later life
misc · 2022 · key_takeaways
There is high recognition of how early childhood affects mental health in later life
55% — Public perception of impact
 And mental health appeals as an important reason for focus on early childhood
misc · 2022 · market_landscape
And mental health appeals as an important reason for focus on early childhood
39% — Public sentiment
 Perceived fairness in helping everyone reach their potential is also important
misc · 2022 · market_landscape
Perceived fairness in helping everyone reach their potential is also important
49% — Public sentiment
 Though most parents of children aged 0-5 seek out advice and support, few seek support on emotional or social development
misc · 2022 · key_takeaways
Though most parents of children aged 0-5 seek out advice and support, few seek support on emotional or social development
85% — percentage of parents seeking advice
 Parents are more likely to seek out information relating to nutrition and vaccination
misc · 2022 · market_landscape
Parents are more likely to seek out information relating to nutrition and vaccination
35% — Percentage of parents seeking information
 Parents of children aged 0-5 have a wide community of sources for help on social and emotional development – over half (56%) sought help from family or friends
misc · 2022 · data_table
Parents of children aged 0-5 have a wide community of sources for help on social and emotional development – over half (56%) sought help from family or friends
56% — Percentage of parents
 Around one in five mention using the child’s red book for help with social and emotional development; fewer have used local authority, Sure Start or Children’s Centres services
misc · 2022 · data_table
Around one in five mention using the child’s red book for help with social and emotional development; fewer have used local authority, Sure Start or Children’s Centres services
24% — Percentage of parents
 U.S.: Magnificent 7 performance, earnings and dispersion
JPMorgan · 2026 · market_landscape
U.S.: Magnificent 7 performance, earnings and dispersion
83% — Price return
 Steep Drop-Off and Steep Recovery – Classic “V”
misc · 2021 · industry_trends
Steep Drop-Off and Steep Recovery – Classic “V”
 Low Borrowing Costs Improved Affordability
misc · 2021 · context
Low Borrowing Costs Improved Affordability
2.0% — Mortgage Rate
 The Housing Market as a Whole Recovered Strongly
misc · 2021 · industry_trends
The Housing Market as a Whole Recovered Strongly
 Market Conditions Unfolded Differently by Segment...
misc · 2021 · segmentation
Market Conditions Unfolded Differently by Segment...
32.3% — Annual Sales Growth
 Low Borrowing Costs will Continue in 2021
misc · 2021 · industry_trends
Low Borrowing Costs will Continue in 2021
 Economic Recovery will Continue in 2021
misc · 2021 · industry_trends
Economic Recovery will Continue in 2021
4.5% — GDP Growth
 Market Conditions Will Tighten in 2021
misc · 2021 · industry_trends
Market Conditions Will Tighten in 2021
 Potential Impact of Vacant Home Tax
misc · 2021 · impact_sizing
Potential Impact of Vacant Home Tax
40% — Percentage of investment property owners
 Average Condo Rents Dipped in 2020
misc · 2021 · market_landscape
Average Condo Rents Dipped in 2020
 CMHC Vacancy Rates Climbed in 2020
misc · 2021 · industry_trends
CMHC Vacancy Rates Climbed in 2020
3.4% — Vacancy Rate
 In Conclusion: Home Sales Have a Huge Economic Benefit
misc · 2021 · impact_sizing
In Conclusion: Home Sales Have a Huge Economic Benefit
$68,675 — Economic Impact
 Economic momentum is mixed as employment remains resilient, while manufacturing and consumer spending are broadly subdued across regions
Accenture · 2025 · heatmap_matrix
Economic momentum is mixed as employment remains resilient, while manufacturing and consumer spending are broadly subdued across regions
 The slowdown in global consumer spending does not yet appear widespread, but rather concentrated in US and China, where tariff developments have been most impactful
Accenture · 2025 · peer_benchmark
The slowdown in global consumer spending does not yet appear widespread, but rather concentrated in US and China, where tariff developments have been most impactful
3.3% — Change in real retail sales (Dec 2024 to March/April 2025)
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