AI's Potential for New Opportunities for Competition and Success · 2019-11-26 · Future of Jobs •Job Demand Declining •Data Entry Clerks •Accounting, Bookkeeping and Payroll

AI's Potential for New Opportunities for Competition

and SuccessKobkrit Viriyayudhakorn., Ph.D.

AIAT Committee

iApp Technology Co., Ltd

[email protected]

Table of Contents

• AI’s Potentials

• New Opportunities

• Competition and Success

Natural Language ProcessingAI’s Potential





Reinforcement LearningAI’s Potential

MedicineAI’s Potential

Auto Machine Learning using Evolutionary Algorithm

AI’s Potential

GANAI’s Potential

GANAI’s Potential

Voice CloningAI’s Potential

For Thai TTS, we are not yet using Voice Cloning.

3D Object Construction from an ImageAI’s Potential

Research WorksAI’s Potential

The Fourth Industrial Revolution

• Companies are seeking to new technologies to reach higher level of production and consumption efficiency.

• Main Drive Factors• Artificial Intelligence

• Ubiquitous High Speed Internet

• Big Data Analytics

• Cloud Technology

http://www3.weforum.org/docs/WEF_Future_of_Jobs_2018.pdf

85%of surveyed companies willExpand to Big Data Analytics and Investin Machine Learning (AI) Technology

New Opportunities


InvestmentsNew Opportunities

https://www.slideshare.net/StateofAIReport/state-of-ai-report-2019-151804430


InvestmentsAI’s PotentialNew Opportunities



InvestmentsAI’s PotentialNew Opportunities



Robots


AI’s Potential

Humanoid RobotFinancial, Service23%

Stationary RobotFactory, Supply Chain37%

Non-Humanoid

Land RobotAutomotive, Healthcare33%

Aerial and Underwater Robot

Energy 19%

New Opportunities


RobotsNew Opportunities




Self-Driving CarNew Opportunities

AV Pilots (Autonomous Vehicles) PilotsNew Opportunities

Self Driving CarNew Opportunities



AI PrivacyNew Opportunities

https://arxiv.org/pdf/1904.08653v1.pdf

Fooling automated surveillance cameras:adversarial patches to attack person detection

https://arxiv.org/pdf/1904.08653v1.pdf

Demand ForecastingNew Opportunities

Future of Jobs

• Technology and AI• Data Analysts and Scientists

• Software and Application Developers

• Ecommerce and Social Media Specialist

• Human Skills• Customer Services

• Sales and Marketing Professional

• Training and Development

• People and Cultures

• Organization Development Specialists• Innovation Managers

• Job Demand Increasing • Highlights

• AI and Machine Learning Specialists

• Big Data Specialists

• Process Automation Experts

• Information Security Analysts

• User Experience Designers

• Human-Machine Interaction Designers

• Robotics Engineers

• Blockchain Specialists


Competition and Success

~133 Million Positions


Future of Jobs

• Job Demand Declining• Data Entry Clerks• Accounting, Bookkeeping and Payroll Clerk• Administrative and Executive Secretaries• Assembly and Factory Workers• Client Information and Customer Service

Workers • Business Services and Administration

Managers • Accountants and Auditors • Material-Recording and Stock-Keeping

Clerks • General and Operations Managers• Postal Service Clerks • Financial Analysts


• Cashiers and Ticket Clerks • Mechanics and Machinery Repairers• Telemarketers• Electronics and Telecommunications Installers

and Repairers• Bank Tellers and Related Clerks • Car, Van and Motorcycle Drivers• Sales and Purchasing Agents and Brokers • Door-To-Door Sales Workers, News and Street

Vendors, and Related Workers • Statistical, Finance and Insurance Clerks • Lawyers


~75 Million Positions


Skill GapCompetition and Success

http://www.businessworld.in/article/Skill-Gap-A-Major-Problem-In-Attracting-The-Right-Talent-/07-06-2018-151460/

http://www.businessworld.in/article/Skill-Gap-A-Major-Problem-In-Attracting-The-Right-Talent-/07-06-2018-151460/

Future of JobsCompetition and Success

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Future of Skills

• Trending• Analytical thinking and innovation

• Active learning and learning strategies

• Creativity, originality and initiative

• Technology design and programming

• Critical thinking and analysis

• Complex problem-solving

• Leadership and social influence

• Emotional intelligence

• Reasoning, problem-solving and ideation

• Systems analysis and evaluation



• Declining• Manual dexterity, endurance and

precision • Memory, verbal, auditory and spatial

abilities • Management of financial, material

resources • Technology installation and

maintenance • Reading, writing, math and active

listening • Management of personnel • Quality control and safety awareness • Coordination and time management • Visual, auditory and speech abilities • Technology use, monitoring and

control


Future of SkillsCompetition and Success












Documents

AI's Potential for New Opportunities for Competition and Success · 2019-11-26 · Future of Jobs •Job Demand Declining •Data Entry Clerks •Accounting, Bookkeeping and Payroll