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Future of Work: Human or AI?
11th September, 2019 | Singhal, Abhinav
The AI Summit, Singapore
2
Sources: McKinsey Global Institute report: A future that works, World Economic Forum, Boston Consulting Group, fortune.com
62% of occupations have at least 30% of
their activities that are automatable
35% of the skills demanded for jobs across
industries will change by 2020
56% of jobs in ASEAN-5 are at risk of
automation over the next 20 years
85% of jobs at risk due to impact of
automation on developing countries
“Automation could replace
40%of jobs in 15 years”
- AI Expert Kai Fu Lee
All global think tanks talk about risk of job losses in future
3
1. Is it Hype or Reality?
4
Technology has already changed our personal lives a lot
Morning
Day
Evening
• Grab driver
• Machine learning engineer
• Driverless car engineer
• Drone operator
• YouTube content creator
• Social media manager
And created jobs which
didn’t exist 10 years ago
Source: World Economic Forum, Catalant Consulting
5
1. Time spent by US workers on activities that require median or higher levels of human performance for each capability
Source: McKinsey Global Institute analysis based on 800 occupations and 2,000 activities across all occupations; Softbank’s Pepper Humanoid
Most of the tasks at work utilize five types of skills
Sensory
Cognitive
Natural language
processing
Social & emotional
Physical
Sensory perception
Natural language generation
Recognizing patterns/optimization
Information retrieval
Gross motor skills/navigation
Social and emotional sensing
Output articulation/presentation
Natural language understanding
Category Example – Retail Salesperson
• Seeing and greeting customers
• Demonstrate product features
• Make recommendations (e.g., we
don’t have black, but try purple it will
suit you)
• Process sales transactions
• Listen to customers
• Answer questions about products
or services
• Build rapport with customers (using
body language, tone)
• Clean, maintain work area
• Use storeroom, refill shelves
Skills
6
Technology is already mature to replace few of these skills
Skills
Sensory perception
Natural language generation
Recognizing patterns/optimization
Information retrieval
Gross motor skills/navigation
Social and emotional sensing
Output articulation/presentation
Natural language understanding
46
35
13
17
41
67
36
15
Impact1 (% of all activities)
Top quartile Median Below median
Maturity of
technology today
Sensory
Cognitive
Natural language
processing
Social & emotional
Physical
Category
1. Time spent by US workers on activities that require median or higher levels of human performance for each capability
Source: McKinsey Global Institute analysis based on 800 occupations and 2,000 activities across all occupations; Softbank’s Pepper Humanoid
7
1. Baidu’s new supercomputer
Source: Press search
Software LipNet deciphering lips with 93.4%
accuracy, compared to 52% achieved by an
experienced human lip reader
Recognizing picture library Lip reading
Computers1 able to recognize 97.3% out of 1,000
images, meanwhile humans only recognized 94.9%
Other examples: AlphaGo, DeepStack (poker), DeepCoder (coding), GoogLeNet (cancer)
Or even surpass humans in few skills
8
Source: Press research, Tesla
But in some cases, also struggling with over-automation
• Tesla’s Model 3 line was designed to be fully
automated with 1,000+ robots
• Missed 5,000 vehicles a week target in Q1’18
• Had problems in final assembly, which needed
flexibility as Humans could better spot things that
wasn’t right, stop & fix it
• Finally, built a whole new production line hiring 400
employees a week to turnaround
9
Source: Deloitte, McKinsey, WEF-BCG Report, Team analysis
So, what is the right solution? #bestofboth
• Displaying empathy and humor
• Flexible, adapting skills to different situations
• Understanding context, picking up cues
• Critical thinking, defining problems and creative
pursuits
• Refine motor skills and dexterity
• Performing repetitive work
• Working in predictable, structured environments
• Processing huge data with speed and accuracy
• Working 24/7 without breaks or distractions
• Gross motor skills, doing dangerous work such as
underwater rescue or bomb disposal
• Care Providers/Counsellors
• Hairstylist
• Creatives
Examples
• Data entry, Accounting
• Warehouse Stockist
• Bomb Disposal
Examples
<20% >80%
Degree of automation
Humans are better in… Machines are better in…
10
Source: McKinsey Global Institute report: A future that works, Team analysis
Without impact
of automation
ModifiedEliminated Created After impact
of automation
-9%
>1,500 mn 300-365 mn400-800 mn2,930 mn 2,660 mn
Workforce count projection for 2030 (in mn workers)
Work will be eliminated, created and modified
Overall nearly all jobs will be impacted –
Less than
10% overall
impact
11
2. So, what can we do today?
12
Our Learnings: Follow a structured approach
• What are the workforce
roles and/or skills needed
to execute on our future
strategy?
• What is the skills gap
between today’s
workforce and the future
workforce?
• How do we utilize hiring and
re-skilling to meet future
requirements?
• What will be the future mix of
permanent and temp
employees?
• How do we release
individuals, or re-deploy?
• What initiatives do we
need to change our
workspace, workforce and
work culture?
Diagnose Design Deliver
Assess current state and
future needs
Design transformation program
Implement, scale,
and sustain change
1 2 3
13
Identify initiatives to implement change at scale
Source: IDC Survey, thyssenkrupp
Work space
Work force
Work culture • Borderless, collaborative and innovation
focused
• Foster a ‘life long learning culture’ by making
learning accessible, affordable and
omnipresent
• Mix of physical and virtual co-working spaces
• Enable work-from-anywhere concept
• Flexible configurations, modern design and
naturally interactive technologies
• Attract and retain digital natives (GenZ,
millennials) in the company
• Intelligent machines and humans co-working
together
• Engage freelancers, gig workers
…majority works in data
science, AI, behavioral etc.
Companies in 2030
…only 5 of them are full
time staff
For every 10 employees
…1/3rd will not come to
office
… at least 7 will be mil-
lennials or Generation Z
14
‘Future of Work’ is
#bestofboth
Most significant impact is not on number
of jobs but rather on job content
Re-skilling is the biggest enabler to meet both
current and future digitalization needs
Takeaways
THANK YOU !
Abhinav Singhal
Chief Strategy Officer
thyssenkrupp, Asia Pacific
https://www.linkedin.com/in/absinghal/
abhinav.singhal@thyssenkrupp.com

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Future of Work - Human or AI (AI Summit 2019)

  • 1. Future of Work: Human or AI? 11th September, 2019 | Singhal, Abhinav The AI Summit, Singapore
  • 2. 2 Sources: McKinsey Global Institute report: A future that works, World Economic Forum, Boston Consulting Group, fortune.com 62% of occupations have at least 30% of their activities that are automatable 35% of the skills demanded for jobs across industries will change by 2020 56% of jobs in ASEAN-5 are at risk of automation over the next 20 years 85% of jobs at risk due to impact of automation on developing countries “Automation could replace 40%of jobs in 15 years” - AI Expert Kai Fu Lee All global think tanks talk about risk of job losses in future
  • 3. 3 1. Is it Hype or Reality?
  • 4. 4 Technology has already changed our personal lives a lot Morning Day Evening • Grab driver • Machine learning engineer • Driverless car engineer • Drone operator • YouTube content creator • Social media manager And created jobs which didn’t exist 10 years ago Source: World Economic Forum, Catalant Consulting
  • 5. 5 1. Time spent by US workers on activities that require median or higher levels of human performance for each capability Source: McKinsey Global Institute analysis based on 800 occupations and 2,000 activities across all occupations; Softbank’s Pepper Humanoid Most of the tasks at work utilize five types of skills Sensory Cognitive Natural language processing Social & emotional Physical Sensory perception Natural language generation Recognizing patterns/optimization Information retrieval Gross motor skills/navigation Social and emotional sensing Output articulation/presentation Natural language understanding Category Example – Retail Salesperson • Seeing and greeting customers • Demonstrate product features • Make recommendations (e.g., we don’t have black, but try purple it will suit you) • Process sales transactions • Listen to customers • Answer questions about products or services • Build rapport with customers (using body language, tone) • Clean, maintain work area • Use storeroom, refill shelves Skills
  • 6. 6 Technology is already mature to replace few of these skills Skills Sensory perception Natural language generation Recognizing patterns/optimization Information retrieval Gross motor skills/navigation Social and emotional sensing Output articulation/presentation Natural language understanding 46 35 13 17 41 67 36 15 Impact1 (% of all activities) Top quartile Median Below median Maturity of technology today Sensory Cognitive Natural language processing Social & emotional Physical Category 1. Time spent by US workers on activities that require median or higher levels of human performance for each capability Source: McKinsey Global Institute analysis based on 800 occupations and 2,000 activities across all occupations; Softbank’s Pepper Humanoid
  • 7. 7 1. Baidu’s new supercomputer Source: Press search Software LipNet deciphering lips with 93.4% accuracy, compared to 52% achieved by an experienced human lip reader Recognizing picture library Lip reading Computers1 able to recognize 97.3% out of 1,000 images, meanwhile humans only recognized 94.9% Other examples: AlphaGo, DeepStack (poker), DeepCoder (coding), GoogLeNet (cancer) Or even surpass humans in few skills
  • 8. 8 Source: Press research, Tesla But in some cases, also struggling with over-automation • Tesla’s Model 3 line was designed to be fully automated with 1,000+ robots • Missed 5,000 vehicles a week target in Q1’18 • Had problems in final assembly, which needed flexibility as Humans could better spot things that wasn’t right, stop & fix it • Finally, built a whole new production line hiring 400 employees a week to turnaround
  • 9. 9 Source: Deloitte, McKinsey, WEF-BCG Report, Team analysis So, what is the right solution? #bestofboth • Displaying empathy and humor • Flexible, adapting skills to different situations • Understanding context, picking up cues • Critical thinking, defining problems and creative pursuits • Refine motor skills and dexterity • Performing repetitive work • Working in predictable, structured environments • Processing huge data with speed and accuracy • Working 24/7 without breaks or distractions • Gross motor skills, doing dangerous work such as underwater rescue or bomb disposal • Care Providers/Counsellors • Hairstylist • Creatives Examples • Data entry, Accounting • Warehouse Stockist • Bomb Disposal Examples <20% >80% Degree of automation Humans are better in… Machines are better in…
  • 10. 10 Source: McKinsey Global Institute report: A future that works, Team analysis Without impact of automation ModifiedEliminated Created After impact of automation -9% >1,500 mn 300-365 mn400-800 mn2,930 mn 2,660 mn Workforce count projection for 2030 (in mn workers) Work will be eliminated, created and modified Overall nearly all jobs will be impacted – Less than 10% overall impact
  • 11. 11 2. So, what can we do today?
  • 12. 12 Our Learnings: Follow a structured approach • What are the workforce roles and/or skills needed to execute on our future strategy? • What is the skills gap between today’s workforce and the future workforce? • How do we utilize hiring and re-skilling to meet future requirements? • What will be the future mix of permanent and temp employees? • How do we release individuals, or re-deploy? • What initiatives do we need to change our workspace, workforce and work culture? Diagnose Design Deliver Assess current state and future needs Design transformation program Implement, scale, and sustain change 1 2 3
  • 13. 13 Identify initiatives to implement change at scale Source: IDC Survey, thyssenkrupp Work space Work force Work culture • Borderless, collaborative and innovation focused • Foster a ‘life long learning culture’ by making learning accessible, affordable and omnipresent • Mix of physical and virtual co-working spaces • Enable work-from-anywhere concept • Flexible configurations, modern design and naturally interactive technologies • Attract and retain digital natives (GenZ, millennials) in the company • Intelligent machines and humans co-working together • Engage freelancers, gig workers …majority works in data science, AI, behavioral etc. Companies in 2030 …only 5 of them are full time staff For every 10 employees …1/3rd will not come to office … at least 7 will be mil- lennials or Generation Z
  • 14. 14 ‘Future of Work’ is #bestofboth Most significant impact is not on number of jobs but rather on job content Re-skilling is the biggest enabler to meet both current and future digitalization needs Takeaways
  • 15. THANK YOU ! Abhinav Singhal Chief Strategy Officer thyssenkrupp, Asia Pacific https://www.linkedin.com/in/absinghal/ abhinav.singhal@thyssenkrupp.com