SlideShare a Scribd company logo
1 of 20
Download to read offline
LOCALIZATION OF LINKEDIN’S INSIGHTS
#LinkedInDayRiyadh #Februar y2014
P R E S E N T E D B Y: M O H A M M E D A L M O D H A Y A N

THIS PRESENTATION WAS PREPARED TO BE PRESENTED AT THE LINKEDIN DAY RIYADH – FEBRUARY 2014
WHICH OF THREE SEEMS TO BE INVESTING MORE ON
TALENT?

Rank the three companies and write down your answer on a small piece of
paper. You’ll need your answers later
HOW WOULD YOU RANK THE THREE BANKS IN TERMS OF
QUALITY OF SERVICE?

Again, rank the three companies and write down your answer on a small
piece of paper. You’ll need your answers later
INDUSTRY CATEGORIES IN LINKEDIN
LinkedIn categorizes companies into
17 industries. Very useful
categorization system when
comparing a country with the rest of
the world.

World

USA

India

Brazil

Australia

Germany

Saudi Arabia

Japan
TOP 5 INDUSTRIES IN SAUDI ARABIA

MANUFACTURING
CONSUMER GOODS
CORPORATE
HIGH TECH
CONSTRUCTION
However, when looking at breakdown of one country’s companies in using LinkedIn’s
categorization, findings won’t necessary will be a fair representation of a country’s
economic landscape.
For instance, Saudi Arabia and Japan share 4 out of top 5 industries.
Hence, localization of LinkedIn’s data is required.
THE SAUDIZATION (LOCALIZATION/REGIONALIZATION) OF
LINKEDIN’S INSIGHTS

Further processing of
LinkedIn’s data is surely
needed to localize
Hence, TMD added
additional local data layers
from local financial
information sources such
as Tadawul, Argaam, Gulf
Base and Derayah.
TMD was able to
restructure LinkedIn
country insights to better
match Saudi Arabia’s
economic landscape.
CALCULATING LINKEDIN PENETRATION IN A COMPANY
To localize LinkedIn’s insights, you will need to calculate LinkedIn’s
penetration in a company.
In fact, you will need to calculate it for all company’s that are
publically listed in your local secondary markets.

Keep in mind, doing so will keep certain privately owned blue chips
or government owned blue chips out of your insights. You are free to
add them.
Note: In our attempt to localize Saudi Arabia’s insights, we
intentionally did not include privately/Government owned
companies like Aramco, Saudi Airlines, NCB, Olayan Group, etc.
Calculation is explained in the next 3 pages…
CALCULATING LINKEDIN PENETRATION IN A COMPANY
Step 1: Get the total number of employees of a publically listed company by
visiting the company’s profile in any local/regional financial portal.

30,000 Employees in SABIC
(as per SABIC’s 2012 financial statements submission)
CALCULATING LINKEDIN PENETRATION IN A COMPANY
Step 2: Get the total number of LinkedIn members that work at the
publically listed company by visiting the company’s LinkedIn page

16,613 members in LinkedIn that currently work at SABIC (February 2014)
CALCULATING LINKEDIN PENETRATION IN A COMPANY

16,613
LinkedIn members
currently working
at SABIC

/

30,000
SABIC
Employees

= 55%

55% of SABIC’s employees can be found on LinkedIn
55%
50%
45%

LINKEDIN PENETRATION ACROSS TADAWUL SECTORS

40%
35%
30%
25%
20%

15%
10%
5%
0%

After calculating LinkedIn penetration of
each publically listed Saudi company,
we were able to sum up company
penetrations into sector penetrations.
And this is the final ranking of Tadawul’s
sectors on LinkedIn.
LINKEDIN PENETRATION ACROSS THE THREE TELECOM
COMPANIES MENTIONED IN OUR QUESTIONS
Go back to your answers and see if they match with the penetrations below.

71%

30%

86%
LINKEDIN PENETRATION ACROSS THE THREE BANKS
MENTIONED IN OUR QUESTIONS
Go back to your answers and see if they match with the penetrations below.

12%

56%

30%
65%
60%
55%
50%

SAUDI BANKS ON LINKEDIN

45%
40%
35%
30%

25%
20%
15%
10%
5%
0%

To further demonstrate how localization
of LinkedIn’s insights can be useful, we
attempted to localize LinkedIn’s insights
for the Saudi banking sector.
80%

SAUDI BANKS ON LINKEDIN

LINKEDIN PENETRATION

70%
60%

Conducting a simple regression
analysis, regressing penetration versus
average annual salaries.
We have spot a strong positive
correlation between salary and
penetration.
In other words, there’s a higher
chance of having a costly payroll when
hiring professionals that are present
on LinkedIn.
Is that a bad thing?
No, next pages will demonstrate why…

50%
40%
30%

20%
10%
0%
0

50,000

100,000

150,000

200,000

250,000

300,000

ANNUAL SALARY (IN SAUDI RIYALS)

350,000

400,000
80%

SAUDI BANKS ON LINKEDIN

LINKEDIN PENETRATION

70%
60%
50%
40%
30%

20%
10%

Another simple regression analysis,
regressing penetration versus profit
margins.
We have spot a positive correlation
between profit margin and
penetration.
In other words, there’s a higher
chance of being profitable when hiring
professionals that are present on
LinkedIn.
So does having a costly payroll is a bad
thing?
So far no. See next page for further
demonstration…

0%
0%

10%

20%

30%

40%

PROFIT MARGIN

50%

60%

70%
80%

SAUDI BANKS ON LINKEDIN

LINKEDIN PENETRATION

70%
60%
50%
40%
30%

20%

Another simple regression
analysis, regressing
penetration versus expense
ratios.
We have spot a negative
correlation between
expense ratios and
penetration.
In other words, there’s a
higher chance of being
capital efficient when
hiring professionals that
are present on LinkedIn.

10%
0%
0%

1%

1%

2%

2%

EXPENSE RATIO

3%

3%

4%
THERE’S MORE OUT THERE TO
RULE: Regionalize/Localize data, just DON’T take LinkedIn’s reports for
granted
PROMISE: There’s more to discover out there when localizing insights of
other sectors and regressing penetration with other financial/performance
metrics
TIP: Localized insights can be very useful when conducting SWOT analysis or
Competitive Landscape Analysis
TIP: Use company pages & the targeting tool to get your data.
TECHNICAL TIP: Don’t quite when you reach this “<1,000”, there is a very
smart way of going over it.
TIP: Changes happen faster than you think, always update
PROMISE: Regionalized data WILL be useful when advertising, and WILL get
you more cheap-relevant clicks
TECHNICAL TIP: Don’t target more than 4,000 per campaign
TECHNICAL TIP: Use CPM
FINAL ADVICE: Promote LinkedIn internally, show how to optimize its uses
across departments (HR, Marketing, Business Dev., Management, etc.)
FEEL FREE TO CONTACT ME IF YOU HAVE ANY QUESTIONS
IN REGARDS TO THE CONTENT OF THESE SLIDE…
linkedin.com/in/modhayan

+MohammedAlModhayan
www.tmd.com.sa
3381 King Abdullah Rd. | Khobar 34623-9003 | Saudi Arabia

More Related Content

Similar to Localization of LinkedIn Insights

Linkedin Strategic Audit
Linkedin Strategic AuditLinkedin Strategic Audit
Linkedin Strategic Audit
Krysten Garcia
 
Market Signals Report Week 20
Market Signals Report Week 20Market Signals Report Week 20
Market Signals Report Week 20
Career Angels
 
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
RohanGupta822067
 
IN-salary-guide-2015
IN-salary-guide-2015IN-salary-guide-2015
IN-salary-guide-2015
Abhisek Gupta
 

Similar to Localization of LinkedIn Insights (20)

State Of Ecommerce In India.pdf
State Of Ecommerce In India.pdfState Of Ecommerce In India.pdf
State Of Ecommerce In India.pdf
 
Social Selling Roadshow, London Part 1 of 2 - How to Unlock Competitive Advan...
Social Selling Roadshow, London Part 1 of 2 - How to Unlock Competitive Advan...Social Selling Roadshow, London Part 1 of 2 - How to Unlock Competitive Advan...
Social Selling Roadshow, London Part 1 of 2 - How to Unlock Competitive Advan...
 
Simmethod and the 2016 silicon valley 150 index
Simmethod and the 2016 silicon valley 150 indexSimmethod and the 2016 silicon valley 150 index
Simmethod and the 2016 silicon valley 150 index
 
Raport Algorithm Insights 2024-NowyMarketing.pdf
Raport Algorithm Insights 2024-NowyMarketing.pdfRaport Algorithm Insights 2024-NowyMarketing.pdf
Raport Algorithm Insights 2024-NowyMarketing.pdf
 
Algorithms Insight 2024 version 1.0 pdfg
Algorithms Insight 2024 version 1.0 pdfgAlgorithms Insight 2024 version 1.0 pdfg
Algorithms Insight 2024 version 1.0 pdfg
 
LinkedIN Hacks 2024
LinkedIN Hacks 2024LinkedIN Hacks 2024
LinkedIN Hacks 2024
 
Linkedin Strategic Audit
Linkedin Strategic AuditLinkedin Strategic Audit
Linkedin Strategic Audit
 
Market Signals Report Week 20
Market Signals Report Week 20Market Signals Report Week 20
Market Signals Report Week 20
 
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
Q4 ECOMMERCE_V7 THE STATE OF INDIAN ECOMMERCE 2023
 
Clutch Media Kit 2017
Clutch Media Kit 2017Clutch Media Kit 2017
Clutch Media Kit 2017
 
tcs anual report analysis
tcs anual report analysistcs anual report analysis
tcs anual report analysis
 
Godard Abel, G2. The SaaS Trust Crisis
Godard Abel, G2. The SaaS Trust CrisisGodard Abel, G2. The SaaS Trust Crisis
Godard Abel, G2. The SaaS Trust Crisis
 
Reliance ltd.
Reliance ltd.Reliance ltd.
Reliance ltd.
 
C3 2012 Why 2013 Will Be the Year of the SEO - Nathan Safran
C3 2012  Why 2013 Will Be the Year of the SEO - Nathan SafranC3 2012  Why 2013 Will Be the Year of the SEO - Nathan Safran
C3 2012 Why 2013 Will Be the Year of the SEO - Nathan Safran
 
Patrick Campbell - The State of the Subscription Economy
Patrick Campbell - The State of the Subscription EconomyPatrick Campbell - The State of the Subscription Economy
Patrick Campbell - The State of the Subscription Economy
 
Financial Graphical Disclosures
Financial Graphical DisclosuresFinancial Graphical Disclosures
Financial Graphical Disclosures
 
LinkedIn for Economists by CVexperts - Tips on how to optimize your job searc...
LinkedIn for Economists by CVexperts - Tips on how to optimize your job searc...LinkedIn for Economists by CVexperts - Tips on how to optimize your job searc...
LinkedIn for Economists by CVexperts - Tips on how to optimize your job searc...
 
Belden Investor Day
Belden Investor DayBelden Investor Day
Belden Investor Day
 
Digital 2022: Essential LinkedIn Stats for Q2 2022 v01
Digital 2022: Essential LinkedIn Stats for Q2 2022 v01Digital 2022: Essential LinkedIn Stats for Q2 2022 v01
Digital 2022: Essential LinkedIn Stats for Q2 2022 v01
 
IN-salary-guide-2015
IN-salary-guide-2015IN-salary-guide-2015
IN-salary-guide-2015
 

Recently uploaded

Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdf
tbatkhuu1
 

Recently uploaded (20)

personal branding kit for music business
personal branding kit for music businesspersonal branding kit for music business
personal branding kit for music business
 
Kraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentationKraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentation
 
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptxDigital-Marketing-Into-by-Zoraiz-Ahmad.pptx
Digital-Marketing-Into-by-Zoraiz-Ahmad.pptx
 
Busty Desi⚡Call Girls in Sector 135 Noida Escorts >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Sector 135 Noida Escorts >༒8448380779 Escort ServiceBusty Desi⚡Call Girls in Sector 135 Noida Escorts >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Sector 135 Noida Escorts >༒8448380779 Escort Service
 
Unveiling the Legacy of the Rosetta stone A Key to Ancient Knowledge.pptx
Unveiling the Legacy of the Rosetta stone A Key to Ancient Knowledge.pptxUnveiling the Legacy of the Rosetta stone A Key to Ancient Knowledge.pptx
Unveiling the Legacy of the Rosetta stone A Key to Ancient Knowledge.pptx
 
BDSM⚡Call Girls in Sector 39 Noida Escorts Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 39 Noida Escorts Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 39 Noida Escorts Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 39 Noida Escorts Escorts >༒8448380779 Escort Service
 
Busty Desi⚡Call Girls in Sector 49 Noida Escorts >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Sector 49 Noida Escorts >༒8448380779 Escort ServiceBusty Desi⚡Call Girls in Sector 49 Noida Escorts >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Sector 49 Noida Escorts >༒8448380779 Escort Service
 
Alpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptxAlpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptx
 
Labour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptxLabour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptx
 
Elevating Your Digital Presence by Evitha.pdf
Elevating Your Digital Presence by Evitha.pdfElevating Your Digital Presence by Evitha.pdf
Elevating Your Digital Presence by Evitha.pdf
 
Choosing the Right White Label SEO Services to Boost Your Agency's Growth.pdf
Choosing the Right White Label SEO Services to Boost Your Agency's Growth.pdfChoosing the Right White Label SEO Services to Boost Your Agency's Growth.pdf
Choosing the Right White Label SEO Services to Boost Your Agency's Growth.pdf
 
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
 
Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdf
 
Cash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girlCash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girl
 
Major SEO Trends in 2024 - Banyanbrain Digital
Major SEO Trends in 2024 - Banyanbrain DigitalMajor SEO Trends in 2024 - Banyanbrain Digital
Major SEO Trends in 2024 - Banyanbrain Digital
 
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
 
Best 5 Graphics Designing Course In Chandigarh
Best 5 Graphics Designing Course In ChandigarhBest 5 Graphics Designing Course In Chandigarh
Best 5 Graphics Designing Course In Chandigarh
 
BDSM⚡Call Girls in Sector 44 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 44 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 44 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 44 Noida Escorts >༒8448380779 Escort Service
 
Micro-Choices, Max Impact Personalizing Your Journey, One Moment at a Time.pdf
Micro-Choices, Max Impact Personalizing Your Journey, One Moment at a Time.pdfMicro-Choices, Max Impact Personalizing Your Journey, One Moment at a Time.pdf
Micro-Choices, Max Impact Personalizing Your Journey, One Moment at a Time.pdf
 
25+ years’ experience (310) 882-6330 Love Spells in Wilmington, DE | black ma...
25+ years’ experience (310) 882-6330 Love Spells in Wilmington, DE | black ma...25+ years’ experience (310) 882-6330 Love Spells in Wilmington, DE | black ma...
25+ years’ experience (310) 882-6330 Love Spells in Wilmington, DE | black ma...
 

Localization of LinkedIn Insights

  • 1. LOCALIZATION OF LINKEDIN’S INSIGHTS #LinkedInDayRiyadh #Februar y2014 P R E S E N T E D B Y: M O H A M M E D A L M O D H A Y A N THIS PRESENTATION WAS PREPARED TO BE PRESENTED AT THE LINKEDIN DAY RIYADH – FEBRUARY 2014
  • 2. WHICH OF THREE SEEMS TO BE INVESTING MORE ON TALENT? Rank the three companies and write down your answer on a small piece of paper. You’ll need your answers later
  • 3. HOW WOULD YOU RANK THE THREE BANKS IN TERMS OF QUALITY OF SERVICE? Again, rank the three companies and write down your answer on a small piece of paper. You’ll need your answers later
  • 4. INDUSTRY CATEGORIES IN LINKEDIN LinkedIn categorizes companies into 17 industries. Very useful categorization system when comparing a country with the rest of the world. World USA India Brazil Australia Germany Saudi Arabia Japan
  • 5. TOP 5 INDUSTRIES IN SAUDI ARABIA MANUFACTURING CONSUMER GOODS CORPORATE HIGH TECH CONSTRUCTION However, when looking at breakdown of one country’s companies in using LinkedIn’s categorization, findings won’t necessary will be a fair representation of a country’s economic landscape. For instance, Saudi Arabia and Japan share 4 out of top 5 industries. Hence, localization of LinkedIn’s data is required.
  • 6. THE SAUDIZATION (LOCALIZATION/REGIONALIZATION) OF LINKEDIN’S INSIGHTS Further processing of LinkedIn’s data is surely needed to localize Hence, TMD added additional local data layers from local financial information sources such as Tadawul, Argaam, Gulf Base and Derayah. TMD was able to restructure LinkedIn country insights to better match Saudi Arabia’s economic landscape.
  • 7. CALCULATING LINKEDIN PENETRATION IN A COMPANY To localize LinkedIn’s insights, you will need to calculate LinkedIn’s penetration in a company. In fact, you will need to calculate it for all company’s that are publically listed in your local secondary markets. Keep in mind, doing so will keep certain privately owned blue chips or government owned blue chips out of your insights. You are free to add them. Note: In our attempt to localize Saudi Arabia’s insights, we intentionally did not include privately/Government owned companies like Aramco, Saudi Airlines, NCB, Olayan Group, etc. Calculation is explained in the next 3 pages…
  • 8. CALCULATING LINKEDIN PENETRATION IN A COMPANY Step 1: Get the total number of employees of a publically listed company by visiting the company’s profile in any local/regional financial portal. 30,000 Employees in SABIC (as per SABIC’s 2012 financial statements submission)
  • 9. CALCULATING LINKEDIN PENETRATION IN A COMPANY Step 2: Get the total number of LinkedIn members that work at the publically listed company by visiting the company’s LinkedIn page 16,613 members in LinkedIn that currently work at SABIC (February 2014)
  • 10. CALCULATING LINKEDIN PENETRATION IN A COMPANY 16,613 LinkedIn members currently working at SABIC / 30,000 SABIC Employees = 55% 55% of SABIC’s employees can be found on LinkedIn
  • 11. 55% 50% 45% LINKEDIN PENETRATION ACROSS TADAWUL SECTORS 40% 35% 30% 25% 20% 15% 10% 5% 0% After calculating LinkedIn penetration of each publically listed Saudi company, we were able to sum up company penetrations into sector penetrations. And this is the final ranking of Tadawul’s sectors on LinkedIn.
  • 12. LINKEDIN PENETRATION ACROSS THE THREE TELECOM COMPANIES MENTIONED IN OUR QUESTIONS Go back to your answers and see if they match with the penetrations below. 71% 30% 86%
  • 13. LINKEDIN PENETRATION ACROSS THE THREE BANKS MENTIONED IN OUR QUESTIONS Go back to your answers and see if they match with the penetrations below. 12% 56% 30%
  • 14. 65% 60% 55% 50% SAUDI BANKS ON LINKEDIN 45% 40% 35% 30% 25% 20% 15% 10% 5% 0% To further demonstrate how localization of LinkedIn’s insights can be useful, we attempted to localize LinkedIn’s insights for the Saudi banking sector.
  • 15. 80% SAUDI BANKS ON LINKEDIN LINKEDIN PENETRATION 70% 60% Conducting a simple regression analysis, regressing penetration versus average annual salaries. We have spot a strong positive correlation between salary and penetration. In other words, there’s a higher chance of having a costly payroll when hiring professionals that are present on LinkedIn. Is that a bad thing? No, next pages will demonstrate why… 50% 40% 30% 20% 10% 0% 0 50,000 100,000 150,000 200,000 250,000 300,000 ANNUAL SALARY (IN SAUDI RIYALS) 350,000 400,000
  • 16. 80% SAUDI BANKS ON LINKEDIN LINKEDIN PENETRATION 70% 60% 50% 40% 30% 20% 10% Another simple regression analysis, regressing penetration versus profit margins. We have spot a positive correlation between profit margin and penetration. In other words, there’s a higher chance of being profitable when hiring professionals that are present on LinkedIn. So does having a costly payroll is a bad thing? So far no. See next page for further demonstration… 0% 0% 10% 20% 30% 40% PROFIT MARGIN 50% 60% 70%
  • 17. 80% SAUDI BANKS ON LINKEDIN LINKEDIN PENETRATION 70% 60% 50% 40% 30% 20% Another simple regression analysis, regressing penetration versus expense ratios. We have spot a negative correlation between expense ratios and penetration. In other words, there’s a higher chance of being capital efficient when hiring professionals that are present on LinkedIn. 10% 0% 0% 1% 1% 2% 2% EXPENSE RATIO 3% 3% 4%
  • 18. THERE’S MORE OUT THERE TO RULE: Regionalize/Localize data, just DON’T take LinkedIn’s reports for granted PROMISE: There’s more to discover out there when localizing insights of other sectors and regressing penetration with other financial/performance metrics TIP: Localized insights can be very useful when conducting SWOT analysis or Competitive Landscape Analysis TIP: Use company pages & the targeting tool to get your data. TECHNICAL TIP: Don’t quite when you reach this “<1,000”, there is a very smart way of going over it. TIP: Changes happen faster than you think, always update PROMISE: Regionalized data WILL be useful when advertising, and WILL get you more cheap-relevant clicks TECHNICAL TIP: Don’t target more than 4,000 per campaign TECHNICAL TIP: Use CPM FINAL ADVICE: Promote LinkedIn internally, show how to optimize its uses across departments (HR, Marketing, Business Dev., Management, etc.)
  • 19. FEEL FREE TO CONTACT ME IF YOU HAVE ANY QUESTIONS IN REGARDS TO THE CONTENT OF THESE SLIDE… linkedin.com/in/modhayan +MohammedAlModhayan
  • 20. www.tmd.com.sa 3381 King Abdullah Rd. | Khobar 34623-9003 | Saudi Arabia