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Using AI to Match
Skills Supply to
Skills Demand for
Industry 4.0
Mr Gary Gan
CEO, JobKred
The world of work is changing rapidly
10%
Annual Skills
Obsolescence
> 33%
Obsolescence
Of Jobs
> 60%
Employers
report lack of skills in hires
Current Methods of Skills Demand Assessment
Direct Industry
Consultation
Not standardized
Slow
Small sample
Subjective
Surveys and
Focus Groups
Not Skills based
Slow
Expensive
Outdated quickly
National Skills
Frameworks
Not Granular
Slow
Expensive
Outdated quickly
WORKFORCE
COMPANIES
EDUCATION &
TRAINING
SKILLS SUPPLY
4years of formal
training
SKILLS DEMAND
4years of data
collection
SKILLS TRAINING
4years of curriculum
development
Past Slow & Unfocused
New Technologies
Big Data Analytics
to decode employer demand and predict future skill requirements
Intelligent skill-
gap analysis and personalised digital career guidance
Automatic mapping
of curriculum to granular skills and modular education for youth and adults
Workforce Transformation
GOVERNMENT
National Jobs
Portal
Personalised career
and training recommendations >200,000
Weekly Users
EMPLOYERS
Global IT Company
Developing talent
transformation frameworks & providing personalised learning to employees >3,000 Skills
Tracked
20x Courses Taken
UNIVERSITIES
Student Career and
Skills Guidance
Scalable personalised
career guidance and skills gap analysis >33,000 Skills
Reported
12,000 Careers
Favourited
GLOBAL
Labour Market
Information
Research
Online labour market
data & skills demand analysis
Bangladesh Myanmar
Sri Lanka Malawi
LMI -Top 20 Job Titles by Demand
job_titles users skills job_ads positions resumes industries job_applications departments questions comments tags companies disciplines salaries
Predictive Modelling
Customized model based
on required context
Data Collection
Indexing data given to
us by BDJobs
Statistical Analysis
Data cleansing and
relational extraction
LMI -Top 20 Job Titles by Demand
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
Job Titles (Normalised Scores)
21Project Manager37Junior Software Engineer53Software Programmer69SAS Programmer85Senior Manager, Digital
Marketing
22IT Support Engineer38Senior Developer54Hardware Engineer70Network Support Engineer86System Admin
23Digital Marketing Executive39Marketing Executive55Application Developer71Sales Support Engineer87.NET Software Developer
24Assistant Engineer40Assistant Manager56Customer Support Executive72IT Assistant88Business Development
Executive
25Senior Web Developer41Systems Analyst57Senior Graphic Designer73Software Test Engineer89Senior .NET Developer
26Web Designer42Website Developer58IT Engineer74Senior Software Developer90Senior Support Engineer
27Database Administrator43Java Programmer59Front-End Web Developer75Senior Front-End Developer91Software QA Engineer
28.NET Developer44Senior iOS Developer60Lead Web Developer76Software Architect92Developer
29UI Designer45Executive61Senior Programmer77Software Developer Engineer93Game Developer
30Network Engineer46Technical Writer62Online Marketing Executive78Python Developer94Digital Marketing Manager
31Assistant Producer47SEO Specialist63Assistant IT Manager79Assistant Systems Engineer95Data Analyst
32Systems Engineer48Senior Application Developer64Sales Executive80Senior Executive96Creative Designer
33Mobile Developer49Web Programmer65Vice President, Information
Technology81Product Manager97Software Quality Assurance
Analyst
34Network Administrator50Software Quality Assurance
Manager66Junior Web Developer82Senior QA Engineer98Junior Officer
35IT Manager51Senior Android Developer67Trainer83Junior Executive99Project Coordinator
36Business Analyst52Head of IT68Software Engineer Consultant84Computer Operator100Computer Programmer
Top 100 Job Titles by Demand (Cont'd)
Top 20 Skills in Demand
0 0.2 0.4 0.6 0.8 1 1.2
Job Titles (Normalised Scores)
21Java Software Development37Knowledge Discovery53Concept Design69Object Oriented Modeling85Computer Hardware
22Web Technologies38Software Development
Methodologies54jQuery UI70Design Patterns86Oracle SQL
23Work Well Independently39Software Design55Technology71iPhone Application
Development87Team Development
24WebKnowledge40System Requirements56Requirements Analysis72Agile Application Development88Software Design Patterns
25Able to Work under Pressure41Projects57HTML + CSS73Zend Framework89Java Web Services
26Knowledge Engineering42Software Requirements58Application Design74Functional Requirements90Programming
27Web43Documentation59J2EE Application Development75Best Practices91OA Framework
28Problem Solving44Technical Support60Object Oriented Design76Software Documentation92Maintenance
29Application Development45Technical Documentation61SQL Database Design77jQuery93Software Development Life
Cycle
30Applications Software
Development46Java Application Development62Work Ethic78Introducing New Products94AJAX Frameworks
31CSS JavaScript47Web Services63Web Development79Business Requirements95Android
32Mobile Applications48Product Requirements64Computer Hardware
Troubleshooting80Troubleshooting96Android Development
33Lean Software Development49Emerging Technologies65Code Review81Analytic Problem Solving97Network Infrastructure
34GIS Applications50Knowledge Representation66New Product Ideas82Mobile Application Design98Core Java
35Requirement Specifications51Scalable Web Applications67Angular JS83Computer Hardware
Installation99Design Specifications
36Permit to Work52Web Services API68SQL DB284Project Development100Databases
Top 100 Skills in Demand
InformationTechnology#1
Job Demand by Industry
Top 10 Skills for Software
Engineer
Top 10 Skills for Web
Developer
01Web Applications
02Design
03Software Development
04SQL
05Development
06Applications
07Software
08Web Application Design
09Knowledge Management
10SQL Server
01Java
02PHP
03Script
04SQL
05PHP Frameworks
06Web Applications
07CSS JavaScript
08Product Knowledge
09Web Application Design
10Development
01Applications
02GIS Applications
03Design
04Web Applications
05Mobile Applications
06Development
07Mac OS
08Always Willing to learn
09Mobile Phone Apps
10Mac OS X
Top 10 Skills for iOS Developer
National Portal -Job and Career Matching
Workforce Transformation for Enterprises
Data trains AI Recommendations for
Upskilling & Talent Development
Training Content
Talent Recommendations
Labour Market Info
HRMS & LMS
Internal
Training
Skills Frameworks and LMI Data
Staff Data and Records
Talent
Allocation
Succession
Planning
Career
Guidance
90%Cost&TimeSavings
forTalentTransformation
Skills Portfolio
Identifyandshowcase
portfolioofskillsobtainedfrom workexperienceand education.
Career Portfolio
Gaincareerrecommendations
matchedtotheirskillsandlearn moreaboutthedetailsofeach careerpathway.
Learning Portfolio
Understandskillgapsand
prioritiselearninggoalsto worktowardsaspirations.
Skills Profiling Report Individual (SPRI)
Skills Profiling
Digital Career Guidance
Data Insights
quotesdbs_dbs14.pdfusesText_20
[PDF] Digital Developer - LGIAsuper