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Will AI take your job?
Darko Bozhinoski,
Ph.D. in Computer Science
2
China’s Global Times (2018)
“It is not entirely fantastical to suppose that under the rule of
the robots, humans would be forced to beg for food since they
don't have any jobs to do any more.”
3
4
https://www.youtube.com/watch?v=v9rZOa3CUC8
5
❖ Create bigger inequality
❖ Innovators, investors and
shareholders benefit the most from
the innovation
❖ AI will eliminate some jobs
❖ Create demand for new skills that
many workers don’t have
❖ Privacy concerns
Consequences of the 4th Industrial Revolution
6
Journalists and expert commentators
tend to overstate the extent of
machine substitution for human labor
and ignore the strong
complementarities between
automation and labor that increase
productivity, raise earnings, and
augment demand for labor.
Why Are There Still So Many Jobs? The History and Future of
Workplace Automation
American Economic Association
7
Have we been here
before?
8
Luddite movement of the early 19th century, in which a group of English
textile artisans protested the automation of textile production by seeking to
destroy some of the machines.
9
In the 1960s that president Lyndon B Johnson
created a special “Blue-Ribbon National
Commission on Technology, Automation, and
Economic Progress” to examine the consequences
for jobs and living standards. The national
commission eventually concluded that mass
unemployment was not a risk.
“The basic fact is that technology
eliminates jobs, not work”
10
The past two centuries of Automation
and technological progress have not
made human labor obsolete.
11
Should we worry?
12
THE FUTURE OF EMPLOYMENT:
HOW SUSCEPTIBLE ARE JOBS TO
COMPUTERISATION?
47 percent of U.S. jobs are
at risk from automation
13
Jobs are made up of many tasks and that while automation and
computerization can substitute for some of them, understanding
the interaction between technology and employment requires
thinking about about the range of tasks involved in jobs, and how
human labor can often complement new technology (is it not a
simple substitution.)
The task categorisation of Autor, et al. (2003) distinguishes
between workplace tasks using a two-by-two matrix, with routine
versus non-routine tasks on one axis, and manual versus
cognitive tasks on the other.
Conceptualizing
automation
14
Jobs are made up of many tasks and that while automation and
computerization can substitute for some of them, understanding
the interaction between technology and employment requires
thinking about about the range of tasks involved in jobs, and how
human labor can often complement new technology (is it not a
simple substitution.)
Ability to increase workers’ productive capacity has historically
enabled humans to transition out of physically difficult, mundane,
or menial labor, and in so doing, raised the standard of living.
Conceptualizing
automation
15
Automation has historically increased workers’ productive and
enabled humans to transition out of physically difficult, mundane,
or menial labor, and in so doing, raised the standard of living.
Conceptualizing
automation
16
Automation has historically increased workers’ productive and
enabled humans to transition out of physically difficult, mundane,
or menial labor, and in so doing, raised the standard of living.
In the United States between 1900 and 2000, farming went from
being the main employer in the economy, with 41 percent of all
jobs, to employing only 2 percent of workers, according to data
from the U.S. Department of Agriculture.
Conceptualizing
automation
17
18
Who is affected?
In the recent past, those hardest hit were men with low levels of
education who dominated manufacturing and other blue-collar
jobs, and women with intermediate levels of education who
dominated clerical and administrative positions.
https://willrobotstakemyjob.com/
19
20
21
While in the past, technology was increasingly able to perform routine
manual and cognitive tasks, in the current digital and computing
revolution, machines can also perform some nonroutine tasks that had
been reserved to humans.
AI is remarkably effective in conducting specific tasks rather than
replicating human intelligence
The replacement of labor by machines takes time and depends on
circumstances specific to a given context. Technological innovations tend
to occur in developed countries, and their adoption in developing countries
usually occurs with a time lag.
What can we say about the current technologies?
22
How to mitigate the
negative effects of
technological change
23
Government
perspective
❖ Policies that will facilitate labor market flexibility and
mobility
❖ Policies that introduce and strengthen safety nets and social
protection
❖ Improved education and training process.
➢ Complementing fundamental education with active labor market policies,
➢ workforce training
➢ lifelong learning opportunities that engage workers to participate in the
changing labor market
24
Company
Perspective
❖ Effective transformation of the production process
❖ Catching up with latest technologies
❖ Strategies for retraining the company stuff
25
Amazon will retrain one-third of its U.S.
employees to get ahead of tech changes
$700 million initiative that will cover 100,000 workers by 2025.
Beth Galetti, Amazon’s senior vice president for HR. “We think it’s important to invest in our
employees, and to help them gain new skills and create more professional options for themselves.”
26
Individual
Perspective
27

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Will ai take your job

  • 1. Will AI take your job? Darko Bozhinoski, Ph.D. in Computer Science
  • 2. 2
  • 3. China’s Global Times (2018) “It is not entirely fantastical to suppose that under the rule of the robots, humans would be forced to beg for food since they don't have any jobs to do any more.” 3
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  • 6. ❖ Create bigger inequality ❖ Innovators, investors and shareholders benefit the most from the innovation ❖ AI will eliminate some jobs ❖ Create demand for new skills that many workers don’t have ❖ Privacy concerns Consequences of the 4th Industrial Revolution 6
  • 7. Journalists and expert commentators tend to overstate the extent of machine substitution for human labor and ignore the strong complementarities between automation and labor that increase productivity, raise earnings, and augment demand for labor. Why Are There Still So Many Jobs? The History and Future of Workplace Automation American Economic Association 7
  • 8. Have we been here before? 8
  • 9. Luddite movement of the early 19th century, in which a group of English textile artisans protested the automation of textile production by seeking to destroy some of the machines. 9
  • 10. In the 1960s that president Lyndon B Johnson created a special “Blue-Ribbon National Commission on Technology, Automation, and Economic Progress” to examine the consequences for jobs and living standards. The national commission eventually concluded that mass unemployment was not a risk. “The basic fact is that technology eliminates jobs, not work” 10
  • 11. The past two centuries of Automation and technological progress have not made human labor obsolete. 11
  • 13. THE FUTURE OF EMPLOYMENT: HOW SUSCEPTIBLE ARE JOBS TO COMPUTERISATION? 47 percent of U.S. jobs are at risk from automation 13
  • 14. Jobs are made up of many tasks and that while automation and computerization can substitute for some of them, understanding the interaction between technology and employment requires thinking about about the range of tasks involved in jobs, and how human labor can often complement new technology (is it not a simple substitution.) The task categorisation of Autor, et al. (2003) distinguishes between workplace tasks using a two-by-two matrix, with routine versus non-routine tasks on one axis, and manual versus cognitive tasks on the other. Conceptualizing automation 14
  • 15. Jobs are made up of many tasks and that while automation and computerization can substitute for some of them, understanding the interaction between technology and employment requires thinking about about the range of tasks involved in jobs, and how human labor can often complement new technology (is it not a simple substitution.) Ability to increase workers’ productive capacity has historically enabled humans to transition out of physically difficult, mundane, or menial labor, and in so doing, raised the standard of living. Conceptualizing automation 15
  • 16. Automation has historically increased workers’ productive and enabled humans to transition out of physically difficult, mundane, or menial labor, and in so doing, raised the standard of living. Conceptualizing automation 16
  • 17. Automation has historically increased workers’ productive and enabled humans to transition out of physically difficult, mundane, or menial labor, and in so doing, raised the standard of living. In the United States between 1900 and 2000, farming went from being the main employer in the economy, with 41 percent of all jobs, to employing only 2 percent of workers, according to data from the U.S. Department of Agriculture. Conceptualizing automation 17
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  • 19. Who is affected? In the recent past, those hardest hit were men with low levels of education who dominated manufacturing and other blue-collar jobs, and women with intermediate levels of education who dominated clerical and administrative positions. https://willrobotstakemyjob.com/ 19
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  • 22. While in the past, technology was increasingly able to perform routine manual and cognitive tasks, in the current digital and computing revolution, machines can also perform some nonroutine tasks that had been reserved to humans. AI is remarkably effective in conducting specific tasks rather than replicating human intelligence The replacement of labor by machines takes time and depends on circumstances specific to a given context. Technological innovations tend to occur in developed countries, and their adoption in developing countries usually occurs with a time lag. What can we say about the current technologies? 22
  • 23. How to mitigate the negative effects of technological change 23
  • 24. Government perspective ❖ Policies that will facilitate labor market flexibility and mobility ❖ Policies that introduce and strengthen safety nets and social protection ❖ Improved education and training process. ➢ Complementing fundamental education with active labor market policies, ➢ workforce training ➢ lifelong learning opportunities that engage workers to participate in the changing labor market 24
  • 25. Company Perspective ❖ Effective transformation of the production process ❖ Catching up with latest technologies ❖ Strategies for retraining the company stuff 25
  • 26. Amazon will retrain one-third of its U.S. employees to get ahead of tech changes $700 million initiative that will cover 100,000 workers by 2025. Beth Galetti, Amazon’s senior vice president for HR. “We think it’s important to invest in our employees, and to help them gain new skills and create more professional options for themselves.” 26