Peter HubertHead of Insights, APAC

The Analytics Powering the World's First Economic Graph

Create economic opportunity for every member of the global workforce

Vision

For our members

The professional profile of record

Connect all of the world's professionals

Identity Networks KnowledgeThe definitive professional

publishing platform

For our customers

Hire

Power half ofall hires

Market

The most effective way for marketers to engage professionals

Sell

The start of every sales opportunity

s c h o o l sc o m p a n i e s k n o w l e d g es k i l l sM e m b e r s j o b s

T h e E c o n o m i c G r a p h

27Ks c h o o l s

7Mc o m p a n i e s

200K DAILY SHARES

3BENDORSEMENTSFOR 45K+ SKILLS

420MM e m b e r s

3.5Mj o b s

T h e E c o n o m i c G r a p h

Some fun facts and figures…

Long form posts per week

150k+Videos available

through Lynda.com

165k+New members every

second

+2

What does this mean from an analytics perspective?

Anecd

otes

Descri

ptive

Stat

istics

Trendin

g

Bench

marks

Correla

tions

Simula

tions

& Fore

casti

ng

Predict

ive M

odeli

ng

So where to start with analytics to power the Economic Graph?

Less powerful More powerful

11

ExperienceCareer historyGeographic locationEducationDegree typeField of studyCertifications

SkillsExpertiseReputation

12

Top industries with analytics talent in Singapore…

Technology CorporateFinancial Services

(Identified by profiling Singaporeans listing skills that sit within the following skills clusters - Data Presentation, Statistical Analysis and Data Mining, Database Management and Software, Machine Learning, Algorithms)

13

And most common analytics skills in Singapore…

SQL1Data Analysis2Oracle3XML4Analytics5

PL/SQL6Statistics7SPSS8Design of Experiments9R10

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The most common job titles among analytic talent

Software Engineer

Project ManagerConsultant

Business Analyst

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ExperienceCareer historyGeographic locationEducationDegree typeField of studyCertifications

SkillsExpertiseReputation

16

 Percent of graduates from top universities* entering finance and tech, 2000-2014

For educators: where are alumni finding work?

*Based on US News Report: Caltech, Columbia, Duke, Harvard, MIT, Princeton, Stanford, University of Chicago, University of Pennsylvania, Yale

FinanceTechnology

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Simple profile updates can, in aggregate, speak volumes about the global economy

*Net migration patterns of LinkedIn members with tech skills, who moved a distance of at least 1,000 miles, between March 2013 and March 2014.

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ExperienceCareer historyGeographic locationEducationDegree typeField of studyCertifications

SkillsExpertiseReputation

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Skills benchmarking for policy decision making

With newer avenues of learning available, professionals are constantly upskilling and acquiring the skills to become industry-ready

201520142013201220112010

GlobalIndia

140k+

12k+

10x

MOOC based upskilling however, has increased much

more globally than in India

Skills benchmarking for policy decision making

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Skills benchmarking for policy decision making

Skill gains and losesGeographic talent gains and loses

2,900more members arrived from India than left for India in the last 12 months

300 more members left for UAE than arrived from UAE in the last 12 months

4% net gain of talent with Dispute Resolution Law from overseas in the past year

1% net loss of talent with Subsea Engineering skills to other countries in the past year

India

Malaysia

Philippines

United States

France

New Zealand

Canada

Myanmar

Indonesia

United Arab Emirates

Dispute Resolution law

Geographic InfoSystems

Food Production/Safety

Compliance /Employment Law

Perl/Python/Ruby

Theatre and Drama

Mining andCommodities

Drilling and WellManagement

Retail Payment andInformation Systems

Subsea Engineering /Offshore Operations

22

ExperienceCareer historyGeographic locationEducationDegree typeField of studyCertifications

SkillsExpertiseReputation

23

Which skills are in demand and which are ‘hot’?

100% 120% 140% 160% 180%YOY Growth in Demand Index

0

1

2

3

4

5

Demand Index

Storage System and Management

Software Revision Control System

Software Modeling and Process Design

Scripting Languages

SAP ERP SystemsMachine Learning

Graphics Computer Design

Application Packaging

Cloud and Distributed Computing

Mobile Development

Embedded System

Web Programming

Cyber Security

User Interface

Virtualization

Average

Average

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For students: where do internships lead to full-time jobs?

Source: http://blog.linkedin.com/2014/08/21/an-internship-can-lead-to-a-full-time-job-but-your-industry-matters/

Lots of Internships High retention

Lots of InternshipsLow retention

Few InternshipsLow retention

Few InternshipsHigh retention

Accounting

PR & Comms

Computer Software

Education

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Where to next?

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• Which cities will become an economic ‘hub’ (for an industry, entrepreneurs etc)

• What skills will be required for the jobs of the future

• Which companies are poised to expand based on internal and external labour markets

Example predictive questions for the Economic Graph

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T h e E c o n o m i c G r a p h

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• Encourage your analytics teams to look beyond monetization efforts

• Don’t underestimate the power of anecdotes – perceptions and beliefs are hypotheses to test

• Seek opportunities to augment your platform data with quantitative and qualitative research

Takeaways from today

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