analytics summit 2016
TRANSCRIPT
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
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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)
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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
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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
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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
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
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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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