the pace of change is accelerating - icef · cloud robotics neural networks cognitive cyber...
TRANSCRIPT
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The pace of change is accelerating
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Today
What is happening
Why its happening
What is predicted
What that means
Skills in need
One example
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What is happening – artificial intelligence
(Computer systems that exhibit human-like intelligence)
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Artificial intelligence
Machine
Learning
Cloud
robotics
Neural
Networks
Cognitive
cyber
security
Real time
emotion
analytics
Chatbots
Virtual
companions
Natural
language
processing
Autonomous
systems
Pattern
recognitionDeep
learning
Algorithms that can
learn and make
predictions on dataFocuses on recognition
of patterns in data
Software that emulates
the way a human
communicates to
interact with humans
Such as self driving
cars, drones, all enabled
by a.i.
High powered form of
machine learning using
layers and big data sets
Cloud connected
avatars or programmes
than can behave and
interact like a human
wouldTrained on historical
data to mitigate real time
cyber threats
Computer systems to
interact seamlessly with
human languages
Analysis of brain signals,
voice and facial expression
to detect human emotions
Systems organised in a
layered way that is
modelled on the human
brain
Cloud based brain that
robots can use to allow
intelligent and intuitive
collaboration with
humans
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Artificial intelligence1
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Cognitive RoboticsCognitive Robotics endows robots
with artificial intelligence, providing
them with perception, planning,
memory and reasoning
This is the application most concerning mimicking human
behaviour and is particularly relevant to the customer
service, retail and hospitality industries
More than mechanical robots1
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….with a human face
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Why?
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Learning
Time
Experience
Artificial Intelligence
Humans
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Performance gains, not just saving money2
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The face of retail?
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What is predicted
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Forecast by
Occupation3 McKinsey November
2015 analysis of 750
occupations in the USA
to estimate the
percentage of time that
could be automated by
implementing current
technology, using 2014
US Bureau of Labor
Statistics
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Office and
Administrative
Support
Clerks, bookkeeping,
accounting and auditing
clerks, legal secretaries,
tellers, executive
secretaries
Customer service
representatives, first line
supervisors
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Sales and RelatedInsurance sales,
cashiers, retail
salespeople, financial
and commodities sales
people
Supervisors of sales
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Food preparing
and serving Bakers, cooks, food
preparation workers, fast
food preparation and
serving, waiters and
waitresses, bartenders
Chiefs and head cooks
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Transportation
and Material
Moving
Truck drivers, aircraft
cargo handlers, taxi and
bus drivers, airline pilots
and flight engineers, air
traffic controllers
Labourers and Movers
(Hand)
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Healthcare
Practitioners and
Technical
Pharmacy Technicians,
Clinical Laboratory
Technicians
Registered Nurses,
Pharmacists, Surgeons,
Physicians, Dentists,
Vocational Nurses,
Occupational Safety
Specialists
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Education and
Training
Librarians
Teachers at all levels,
Teacher assistants,
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Business and
Financial
operations
Tax Preparers
Management Analysts,
Accountants, HR
Specialists, Compliance
Officers, Personal
Financial Advisors
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Management
CEO, Marketing
Managers, Sales
Managers, General and
Operations Managers
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Computer &
Mathematical Computer Support
Specialists, Network
Administrators,
Information Security
Analysts
Software Developers,
App Developers,
Programmers
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Art, Design and
Entertainment Broadcast Technicians
Graphic Designers,
Public Relations
Specialists, Art Directors,
Editors
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LegalLegal Assistants
Lawyers
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What this means2
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New market - retraining2
400-800 Million people
Displaced by 2030
1/3of the workforce of
the United States
and Germany
displaced
Almost
50%of the workforce of
Japan displaced
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A good story for education2
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New jobs are created2
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New skills
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Capabilities
Manual
Repetitive
Data Collection
Consistent
Predictive
Analytical
Volumetric
Creative
Judgmental
Unpredictable
Applying expertise
Managing stakeholders
Managing people
Personal
Trusted
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2025 design jobs4
virtual environment designer embodied interactions specialist freelance bio-designer
- excellence in storytelling and
world creation
- experience of spatial design
- skilled in 3D modelling and
animation
- understanding of cognitive
psychology and behavioural
science
- knowledge of biosciences
- experience of design
processes
- experimental approach to new
materials
- ability to work collaboratively
in large virtual teams
- commitment to ethical
guidelines
the technological/scientific frontier
- experience in multi-sensory
interaction design
- expert in interface pattern
languages and touch points
- ablity to assess problems
with algorithms
- knowledge of human-centred
design and behavioural
science 35
data creativealgorithmic specialist post-industrial designer
big data and internet of things
- highly skilled at recognising
data patterns
- flair for storytelling
- excellence in 2D and 3D data
visualisation
- knowledge of human-centred
design methods
- ability to create complex
algorithms
- advanced mathematics and
coding
- understanding of human-
centred design processes
- commitment to ethical
guidelines
- experience of product design
- ability to connect digital and
physical worlds
- expertise in user experience
- understanding of cognitive
psychology and cultural
anthropology
2025 design jobs4
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digital cultural commentator ethical technology consultant design futures strategist
design thinking
- ability to visually represent
complex ideas
- excellence in storytelling
- understanding of promotion
and branding
- knowledge of arts and culture
- ability to understand and
model complex systems
- knowledge of cultural, social,
economic, enivironmental
issues
- ablity to communicate
complex ideas and activate
change
- commitment to the long now
- skilled at teaching AI
machines
- knowledge of cognitive
computing
- commitment to ethical
frameworks
- ability to communicate the
advantages of AI systems
- knowledge of cultural
anthropology and philosophy
2025 design jobs4
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Example – creative technology
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Case study: student game sky noon
Cross Discipline Team:3 Game Artists (Design)
3 Game Programmers (ICT Software Engineers)6 months of production development
Just became NZ’s first ever Game of the Year Finalist at SXSWThe students received interest from Nintendo to publish globally
Design: Identity of characters and environment
Programming: Movement of characters, tools and
gravitational effects
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Cross Discipline Team:3 Game Artists (Design)
3 Game Programmers (ICT Software Engineers)6 months of production development
Just became NZ’s first ever Game of the Year Finalist at SXSWThe students received interest from Nintendo to publish globally
Design: Identity of characters and environment
Programming: Movement of characters, tools and
gravitational effects
Case study: student game sky noon
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Today’s Jobs:3D DesignerGame Artist
Virtual / Augmented Reality Developer
ProgrammerMotion Designer
Software Engineer
Tomorrow’s Jobs:Real Time 3D Designer
Augmented Reality DesignerAvatar Programmer
Cybernetic (AI) DirectorIntelligent System DesignerMachine Learning Designer
Embodied Interactions Designer (MR/VR/AR)
Case study: student game sky noon
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Game
Programming
Game Art
3D Animation
& VFX
Creative
Advertising &
Ideation
Interactive
Design
Motion Design Graphic
Design
Virtual Reality
& Augmented
Reality
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Ranked the #1 Graphic Design and Photography
school internationally*
Ranked in the top ten schools in the world for 3D
Animation and VFX*
The #1 ranked 3D Animation, Visual Effects and
Game Development school in the Asia Pacific
Region*
Currently ranked as one of top five best
advertising schools in the world by the Young
Guns awards
Me
dia
De
sig
n S
ch
oo
l is
…
*The Rookies, 2016
• + Billy Blue
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BRISBANE
Bowen St
All HE Diplomas,
Degrees and
Masters
SYDNEY
Ultimo
All HE Diplomas,
Degrees and
Masters
MELBOURNE
Flinders St
All HE Diplomas,
Degrees and
Masters
ADELAIDE
Wakefield St
Bachelor of Media Design
LocationsAUCKLAND
Albert Street
MDS NZQA Programmes
ONLINE
HE Diplomas
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Acknowledgments
1 PWC workforce of the future
https://www.pwc.com/gx/en/services/people-organisation/workforce-of-the-future/workforce-of-the-future-the-competing-forces-shaping-2030-pwc.pdf
2 McKinsey the future of work
https://www.mckinsey.com/~/media/McKinsey/Global%20Themes/Future%20of%20Organizations/What%20the%20future%20of%20work%20will%20mean%20for%20jobs%20skills%20and%20wages/MGI-Jobs-Lost-Jobs-Gained-Report-December-6-2017.ashx
3 McKinsey analysis and data interactive tool available at :
http://www.visualcapitalist.com/charting-automation-potential-of-u-s-jobs/
4 Dr Sarah Baker ‘Designing work for the long now’
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Thank you
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