SlideShare a Scribd company logo
1 of 27
How LinkedIn built a Community
of Half a Billion
Aatif Awan
Vice President, Growth & International Products at LinkedIn
www.linkedin.com/in/aatifawan
aatif_awan
201720162015201420132012201120102009200820072006200520042003
What was it like before LinkedIn?
1000x
LinkedIn Grew from 500K to 500 Million in 13 years
About me
• VP Growth, International & Data products at LinkedIn
• Have led LinkedIn growth for 6+ years, helping grow
LinkedIn by 400M+ members
• Leading LinkedIn-Microsoft product integrations
www.linkedin.com/in/aatifawan
aatif_awan
Story of Growth @ LinkedIn
Growth @ LinkedIn: 2003-2007
0.1M 2M 4M 8M
17M
2003200420052006200720082009201020112012201320142015
LinkedIn Member Growth
Product market fit. Growth built into
product from the start.
Reid Hoffman and team invited well-
connected people in the industry.
Public profiles launch in 2006, became a
second major growth channel due to SEO.
Growth @ LinkedIn: 2008-2011
0.1M 2M 4M 8M
17M
33M
55M
89M
145M
2003200420052006200720082009201020112012201320142015
LinkedIn Member Growth
Dedicated cross-functional growth team
(~15 people) focused on acquisition.
Identified drivers for key channels and
optimized.
International expansion. Saw 100%+ lifts
in growth for most markets where we
translated into local language.
Growth @ LinkedIn: 2012- 2016
0.1M 2M 4M 8M 17M
33M
55M
89M
145M
202M
277M
347M
414M
484 M
LinkedIn Member Growth
Expanded to cover acquisition, activation,
connections, retention and resurrection,
notifications.
Focus on quality: signups -> quality
signups -> engaged quality members
Invested heavily in mobile and
partnerships and continued international
expansion
Continue international expansion with
focus on China and India.
Growth @ LinkedIn: What’s Next?
Product integrations with Microsoft are the biggest growth opportunity
Growth Team Organization Today
Discovery (SEO) &
Onboarding
Network Growth
Notifications &
Communications
Core Growth
China
India
New Markets
(Germay, Japan,
Healthcare)
International &
Segment Growth
Experimentation
Reporting
Standardization
Data Products
Principles vs. Tactics
Ignore the hype about Growth Hacks and Tactics
Focus on principles, not tactics
• Principles >> Strategy >> Tactics
• Tactics have a short shelf life.
• If all you know are tactics, you will likely apply them
incorrectly.
• Once you understand the principles, you can find the
right tactics and even come up with your own.
What we’ve learned along the way
Growth is about accelerating the realization of your vision,
not moving metrics up-and-to-the-right.
• At LinkedIn, our vision is to create
economic opportunity for every member
of the global workforce.
• Growth team accelerates this through
creation of the economic graph that
connects people, companies, jobs and
schools.
• Taking this view led us to focus on
quality signups, not just signups
Pick one North Star metric, measure everything
• Define one north star metric that:
• Is aligned with the success of your business
• Measures value for users
• Is summable
• Sometimes, one is not possible. Go for as few as you can.
• Measure everything and tie it back to the north star metric.
Good product comes first, growth second
• Investing in growth before you
have a good product is a waste of
resources.
• Measure product goodness with
long-term retention (curve should
flatten over time) and through
customer feedback
• If your retention isn’t good,
nothing else matters. Improve it
by delivering core product value
early and often.
Good retention
Bad retention
%age of users engaging by weeks since signup
But we needed to do more…
• For products with network effects or marketplace dynamics
(LinkedIn has both), you need to achieve a good product and
growth simultaneously.
• Products get better with more users and can be useless without a critical mass.
• We solved for this by building two powerful growth engines from
the start.
Investing in multiple scalable growth channels multiplies
your odds of success
• Being dependent on a single growth channel
is a strategic liability.
• Have at least one core channel, invest in
strategic channels like new platforms and
have some venture bets.
• We developed two core channels: Viral
growth through members building their
networks by importing contacts and SEO of
people profiles.
User Behavior
Identifying Growth Channels
• Do existing users share your product via word
of mouth?
• Are people using search to find a solution?
• Do users have a high LTV?
Channels to explore
Virality, referrals
SEO, SEM
Paid acquisition
• Does having more users improve the experience?
Virality
• Are your target users already on another
platform? Partnership, Integration
Channel
Break down each Channel into Drivers
Virality
Drivers
%age importing contacts,
# of contacts imported,
%age inviting,
# of invites sent,
CTR on invites,
Sign up conversion
Quality signup rate
Measure everything and tie it back to the north star metric.
Prioritize
channels and
drivers
Brainstorm
hypotheses
and ideas
Assess
impact on
north star
metric
Prioritize
based on
impact,
probability of
success and
effort
Build, A/B
test and
measure
Growth Requires Continuous Prioritization and Feedback
A/B Testing => Always Be Testing
• The more you experiment, the faster you learn and innovate.
• It can resolve long-disputed strategy questions and break down
long-held myths.
• You can A/B test most things
• We’ve done statistically significant tests to measure impact on customer complaints
on an issue with a volume of a few hundred/week
• SEO A/B testing can be very effective
• As your user demographics change over time, repeating old
tests can lead to new insights.
Hiring the right people
• Analytical
• Gets shit done
• Curious – asks why?
• Finds new ways to do things – asks why not?
• Prior growth experience is optional
Culture
• Data trumps opinions
• Set ambitious goals
• Move fast
• Learn continuously
• Celebrate wins
“Don't be satisfied with stories, how
things have gone with others.
Unfold your own myth”
Final thought I’d leave you with…
Rumi
Thank you!
Aatif Awan
Vice President, Growth & International Products at LinkedIn
www.linkedin.com/in/aatifawan
aatif_awan

More Related Content

What's hot

Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdf
Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdfOgilvy_SL_SOCIAL MEDIA TRENDS 2023.pdf
Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdfMishellie
 
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Buffer
 
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...500 Startups
 
50 Essential Content Marketing Hacks (Content Marketing World)
50 Essential Content Marketing Hacks (Content Marketing World)50 Essential Content Marketing Hacks (Content Marketing World)
50 Essential Content Marketing Hacks (Content Marketing World)Heinz Marketing Inc
 
The Great State of Design with CSS Grid Layout and Friends
The Great State of Design with CSS Grid Layout and FriendsThe Great State of Design with CSS Grid Layout and Friends
The Great State of Design with CSS Grid Layout and FriendsStacy Kvernmo
 
29 Growth Hacking Quick Wins
29 Growth Hacking Quick Wins29 Growth Hacking Quick Wins
29 Growth Hacking Quick WinsMattan Griffel
 
Growth Hacking / Marketing 101: It's about process
Growth Hacking / Marketing 101: It's about processGrowth Hacking / Marketing 101: It's about process
Growth Hacking / Marketing 101: It's about processRuben Hamilius
 
Think Like A Growth Hacker
Think Like A Growth HackerThink Like A Growth Hacker
Think Like A Growth HackerTim Homuth
 
Making Sense of Analytics
Making Sense of AnalyticsMaking Sense of Analytics
Making Sense of AnalyticsDana DiTomaso
 
The History of SEO
The History of SEOThe History of SEO
The History of SEOHubSpot
 
The 10-Slide Pitch Deck Structure
The 10-Slide Pitch Deck StructureThe 10-Slide Pitch Deck Structure
The 10-Slide Pitch Deck StructureEthos3
 
SEO, PPC and AI in 2023 and Beyond
SEO, PPC and AI in 2023 and BeyondSEO, PPC and AI in 2023 and Beyond
SEO, PPC and AI in 2023 and BeyondLily Ray
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Growth Lessons from Early Snapchat
Growth Lessons from Early SnapchatGrowth Lessons from Early Snapchat
Growth Lessons from Early SnapchatMozza
 
The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)Erin 'Folletto' Casali
 
The Secret Sauce of Successful Teams
The Secret Sauce of Successful TeamsThe Secret Sauce of Successful Teams
The Secret Sauce of Successful TeamsSven Peters
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing FailsRand Fishkin
 
Content Marketing Lessons From 10 Years and 41,525,103 Website Visits
Content Marketing Lessons From 10 Years and 41,525,103 Website VisitsContent Marketing Lessons From 10 Years and 41,525,103 Website Visits
Content Marketing Lessons From 10 Years and 41,525,103 Website VisitsHiten Shah
 

What's hot (20)

Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdf
Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdfOgilvy_SL_SOCIAL MEDIA TRENDS 2023.pdf
Ogilvy_SL_SOCIAL MEDIA TRENDS 2023.pdf
 
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
 
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...
[500DISTRO] The Scientific Method: How to Design & Track Viral Growth Experim...
 
Growth Hacking
Growth HackingGrowth Hacking
Growth Hacking
 
50 Essential Content Marketing Hacks (Content Marketing World)
50 Essential Content Marketing Hacks (Content Marketing World)50 Essential Content Marketing Hacks (Content Marketing World)
50 Essential Content Marketing Hacks (Content Marketing World)
 
The Great State of Design with CSS Grid Layout and Friends
The Great State of Design with CSS Grid Layout and FriendsThe Great State of Design with CSS Grid Layout and Friends
The Great State of Design with CSS Grid Layout and Friends
 
29 Growth Hacking Quick Wins
29 Growth Hacking Quick Wins29 Growth Hacking Quick Wins
29 Growth Hacking Quick Wins
 
Growth Hacking / Marketing 101: It's about process
Growth Hacking / Marketing 101: It's about processGrowth Hacking / Marketing 101: It's about process
Growth Hacking / Marketing 101: It's about process
 
Think Like A Growth Hacker
Think Like A Growth HackerThink Like A Growth Hacker
Think Like A Growth Hacker
 
Making Sense of Analytics
Making Sense of AnalyticsMaking Sense of Analytics
Making Sense of Analytics
 
The History of SEO
The History of SEOThe History of SEO
The History of SEO
 
The 10-Slide Pitch Deck Structure
The 10-Slide Pitch Deck StructureThe 10-Slide Pitch Deck Structure
The 10-Slide Pitch Deck Structure
 
SteadyBudget's Seed Funding Pitch Deck
SteadyBudget's Seed Funding Pitch DeckSteadyBudget's Seed Funding Pitch Deck
SteadyBudget's Seed Funding Pitch Deck
 
SEO, PPC and AI in 2023 and Beyond
SEO, PPC and AI in 2023 and BeyondSEO, PPC and AI in 2023 and Beyond
SEO, PPC and AI in 2023 and Beyond
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
Growth Lessons from Early Snapchat
Growth Lessons from Early SnapchatGrowth Lessons from Early Snapchat
Growth Lessons from Early Snapchat
 
The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)
 
The Secret Sauce of Successful Teams
The Secret Sauce of Successful TeamsThe Secret Sauce of Successful Teams
The Secret Sauce of Successful Teams
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
 
Content Marketing Lessons From 10 Years and 41,525,103 Website Visits
Content Marketing Lessons From 10 Years and 41,525,103 Website VisitsContent Marketing Lessons From 10 Years and 41,525,103 Website Visits
Content Marketing Lessons From 10 Years and 41,525,103 Website Visits
 

Viewers also liked

โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaign
โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaignโฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaign
โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App CampaignThanachart Worrasing
 
TestTestTestTestTestTestTestTest
TestTestTestTestTestTestTestTestTestTestTestTestTestTestTestTest
TestTestTestTestTestTestTestTestShinya Ikebe
 
Identifying your North Star Metric & Building a Model to Predict Growth
Identifying your North Star Metric & Building a Model to Predict GrowthIdentifying your North Star Metric & Building a Model to Predict Growth
Identifying your North Star Metric & Building a Model to Predict GrowthGrowthHackers
 
What is a North Star Metric?
What is a North Star Metric?What is a North Star Metric?
What is a North Star Metric?GrowthHackers
 
The New Assembly Line: 3 Best Practices for Building (Secure) Connected Cars
The New Assembly Line: 3 Best Practices for Building (Secure) Connected CarsThe New Assembly Line: 3 Best Practices for Building (Secure) Connected Cars
The New Assembly Line: 3 Best Practices for Building (Secure) Connected CarsLookout
 
LinkedIn Networking for Professionals
LinkedIn Networking for ProfessionalsLinkedIn Networking for Professionals
LinkedIn Networking for ProfessionalsChristine Dubyts
 
History Of Vehicle Safety Innovations
History Of Vehicle Safety InnovationsHistory Of Vehicle Safety Innovations
History Of Vehicle Safety InnovationsMotronix
 
Scaling LinkedIn - A Brief History
Scaling LinkedIn - A Brief HistoryScaling LinkedIn - A Brief History
Scaling LinkedIn - A Brief HistoryJosh Clemm
 
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...Aatif Awan
 
LinkedIn presentation
LinkedIn presentationLinkedIn presentation
LinkedIn presentationjkwong5
 
A Business case study on LinkedIn
A Business case study on LinkedInA Business case study on LinkedIn
A Business case study on LinkedInMayank Banerjee
 
The Automotive Industry Through the lens of social
The Automotive Industry Through the lens of socialThe Automotive Industry Through the lens of social
The Automotive Industry Through the lens of socialBrandwatch
 
The Future of Everything
The Future of EverythingThe Future of Everything
The Future of EverythingCharbel Zeaiter
 
15 Common Myths you were taught to believe about Cars
15 Common Myths you were taught to believe about Cars15 Common Myths you were taught to believe about Cars
15 Common Myths you were taught to believe about CarsEason Chan
 
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North America
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North AmericaB2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North America
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North AmericaContent Marketing Institute
 
Linkedin Series B Pitch Deck
Linkedin Series B Pitch DeckLinkedin Series B Pitch Deck
Linkedin Series B Pitch DeckJoseph Hsieh
 

Viewers also liked (17)

โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaign
โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaignโฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaign
โฆษณาแอปมือถือง่ายๆ 3 ขั้นตอน ด้วย Universal App Campaign
 
TestTestTestTestTestTestTestTest
TestTestTestTestTestTestTestTestTestTestTestTestTestTestTestTest
TestTestTestTestTestTestTestTest
 
Identifying your North Star Metric & Building a Model to Predict Growth
Identifying your North Star Metric & Building a Model to Predict GrowthIdentifying your North Star Metric & Building a Model to Predict Growth
Identifying your North Star Metric & Building a Model to Predict Growth
 
What is a North Star Metric?
What is a North Star Metric?What is a North Star Metric?
What is a North Star Metric?
 
Sample pdf3
Sample pdf3Sample pdf3
Sample pdf3
 
The New Assembly Line: 3 Best Practices for Building (Secure) Connected Cars
The New Assembly Line: 3 Best Practices for Building (Secure) Connected CarsThe New Assembly Line: 3 Best Practices for Building (Secure) Connected Cars
The New Assembly Line: 3 Best Practices for Building (Secure) Connected Cars
 
LinkedIn Networking for Professionals
LinkedIn Networking for ProfessionalsLinkedIn Networking for Professionals
LinkedIn Networking for Professionals
 
History Of Vehicle Safety Innovations
History Of Vehicle Safety InnovationsHistory Of Vehicle Safety Innovations
History Of Vehicle Safety Innovations
 
Scaling LinkedIn - A Brief History
Scaling LinkedIn - A Brief HistoryScaling LinkedIn - A Brief History
Scaling LinkedIn - A Brief History
 
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...
Lessons learned from growing LinkedIn to 400m members - Growth Hackers Confer...
 
LinkedIn presentation
LinkedIn presentationLinkedIn presentation
LinkedIn presentation
 
A Business case study on LinkedIn
A Business case study on LinkedInA Business case study on LinkedIn
A Business case study on LinkedIn
 
The Automotive Industry Through the lens of social
The Automotive Industry Through the lens of socialThe Automotive Industry Through the lens of social
The Automotive Industry Through the lens of social
 
The Future of Everything
The Future of EverythingThe Future of Everything
The Future of Everything
 
15 Common Myths you were taught to believe about Cars
15 Common Myths you were taught to believe about Cars15 Common Myths you were taught to believe about Cars
15 Common Myths you were taught to believe about Cars
 
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North America
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North AmericaB2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North America
B2B Content Marketing 2017 - Benchmarks, Budgets & Trends - North America
 
Linkedin Series B Pitch Deck
Linkedin Series B Pitch DeckLinkedin Series B Pitch Deck
Linkedin Series B Pitch Deck
 

Similar to How LinkedIn built a Community of Half a Billion

How LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a BillionaireHow LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a BillionaireAIMS Education
 
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018Aatif Awan
 
Lead Generation
Lead GenerationLead Generation
Lead GenerationAmy Smith
 
Social media Wellington Execedge presentation
Social media Wellington Execedge presentationSocial media Wellington Execedge presentation
Social media Wellington Execedge presentationSabrina Nagel
 
AllFamous Digital marketing company profile v1.4
AllFamous Digital marketing company profile v1.4AllFamous Digital marketing company profile v1.4
AllFamous Digital marketing company profile v1.4Pauline Pangan
 
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazz
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazzFinding Product-Market Fit and Scale w/ Warung Pintar and PayFazz
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazzProduct School
 
Growth Hacking Marketing Plan for New Design Products - Born.com
Growth Hacking Marketing Plan for New Design Products - Born.comGrowth Hacking Marketing Plan for New Design Products - Born.com
Growth Hacking Marketing Plan for New Design Products - Born.comGrowth Hakka
 
How to Develop An Effective PR Measurement Strategy
How to Develop An Effective PR Measurement StrategyHow to Develop An Effective PR Measurement Strategy
How to Develop An Effective PR Measurement StrategySandra Fathi
 
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave Chaffey
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave ChaffeyInnovating digital, 2019 and beyond - CIM West Yorkshire from Dave Chaffey
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave ChaffeyDave Chaffey
 
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...eZ Systems
 
Webinar - Accelerating the Impact of Customer Success in the Enterprise
Webinar - Accelerating the Impact of Customer Success in the EnterpriseWebinar - Accelerating the Impact of Customer Success in the Enterprise
Webinar - Accelerating the Impact of Customer Success in the EnterpriseTotango
 
Content Strategy for Marketing Success
Content Strategy for Marketing SuccessContent Strategy for Marketing Success
Content Strategy for Marketing SuccessPaul Writer
 
Using Brand Advocates (Employees) for Influence
Using Brand Advocates (Employees) for InfluenceUsing Brand Advocates (Employees) for Influence
Using Brand Advocates (Employees) for InfluenceLiz Bullock
 
Crash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionCrash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionLesley Robinson
 
Crash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionCrash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionGrowth Hacking Asia
 
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015Non Profit Power Hour @LinkedIn Sydney - October 16th 2015
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015Jesse Rothstein
 

Similar to How LinkedIn built a Community of Half a Billion (20)

How LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a BillionaireHow LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a Billionaire
 
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018
Expanding Internationally - A Primer with LinkedIn - SaaStr Annual 2018
 
Lead Generation
Lead GenerationLead Generation
Lead Generation
 
Social media Wellington Execedge presentation
Social media Wellington Execedge presentationSocial media Wellington Execedge presentation
Social media Wellington Execedge presentation
 
AllFamous Digital marketing company profile v1.4
AllFamous Digital marketing company profile v1.4AllFamous Digital marketing company profile v1.4
AllFamous Digital marketing company profile v1.4
 
Social Media Strategy
Social Media StrategySocial Media Strategy
Social Media Strategy
 
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazz
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazzFinding Product-Market Fit and Scale w/ Warung Pintar and PayFazz
Finding Product-Market Fit and Scale w/ Warung Pintar and PayFazz
 
Growth Hacking Marketing Plan for New Design Products - Born.com
Growth Hacking Marketing Plan for New Design Products - Born.comGrowth Hacking Marketing Plan for New Design Products - Born.com
Growth Hacking Marketing Plan for New Design Products - Born.com
 
SMPS Pacific Regional Conference 2016
SMPS Pacific Regional Conference 2016SMPS Pacific Regional Conference 2016
SMPS Pacific Regional Conference 2016
 
How to Develop An Effective PR Measurement Strategy
How to Develop An Effective PR Measurement StrategyHow to Develop An Effective PR Measurement Strategy
How to Develop An Effective PR Measurement Strategy
 
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave Chaffey
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave ChaffeyInnovating digital, 2019 and beyond - CIM West Yorkshire from Dave Chaffey
Innovating digital, 2019 and beyond - CIM West Yorkshire from Dave Chaffey
 
Social Media | Demystified
Social Media | DemystifiedSocial Media | Demystified
Social Media | Demystified
 
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...
Act with Digital Certainty - Sigurður Orri Guðmundsson - Presentation at eZ C...
 
Webinar - Accelerating the Impact of Customer Success in the Enterprise
Webinar - Accelerating the Impact of Customer Success in the EnterpriseWebinar - Accelerating the Impact of Customer Success in the Enterprise
Webinar - Accelerating the Impact of Customer Success in the Enterprise
 
CCG Pitch Deck FA16
CCG Pitch Deck FA16CCG Pitch Deck FA16
CCG Pitch Deck FA16
 
Content Strategy for Marketing Success
Content Strategy for Marketing SuccessContent Strategy for Marketing Success
Content Strategy for Marketing Success
 
Using Brand Advocates (Employees) for Influence
Using Brand Advocates (Employees) for InfluenceUsing Brand Advocates (Employees) for Influence
Using Brand Advocates (Employees) for Influence
 
Crash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionCrash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer Acquisition
 
Crash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer AcquisitionCrash Course: Growth Hacking Your Customer Acquisition
Crash Course: Growth Hacking Your Customer Acquisition
 
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015Non Profit Power Hour @LinkedIn Sydney - October 16th 2015
Non Profit Power Hour @LinkedIn Sydney - October 16th 2015
 

Recently uploaded

Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...
Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...
Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...sonatiwari757
 
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.soniya singh
 
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...tanu pandey
 
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine ServiceHot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Servicesexy call girls service in goa
 
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceDelhi Call girls
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsThierry TROUIN ☁
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersDamian Radcliffe
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Sheetaleventcompany
 
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night StandHot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Standkumarajju5765
 
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...aditipandeya
 
Radiant Call girls in Dubai O56338O268 Dubai Call girls
Radiant Call girls in Dubai O56338O268 Dubai Call girlsRadiant Call girls in Dubai O56338O268 Dubai Call girls
Radiant Call girls in Dubai O56338O268 Dubai Call girlsstephieert
 
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663Call Girls Mumbai
 
How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)Damian Radcliffe
 
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRLLucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRLimonikaupta
 
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girlsstephieert
 
Top Rated Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...
Top Rated  Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...Top Rated  Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...
Top Rated Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...Call Girls in Nagpur High Profile
 
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445ruhi
 

Recently uploaded (20)

Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...
Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...
Call Girls in Mayur Vihar ✔️ 9711199171 ✔️ Delhi ✔️ Enjoy Call Girls With Our...
 
Call Girls In Noida 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In Noida 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICECall Girls In Noida 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In Noida 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
 
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
 
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...
 
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine ServiceHot Service (+9316020077 ) Goa  Call Girls Real Photos and Genuine Service
Hot Service (+9316020077 ) Goa Call Girls Real Photos and Genuine Service
 
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with Flows
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
 
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night StandHot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
 
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
VIP 7001035870 Find & Meet Hyderabad Call Girls Dilsukhnagar high-profile Cal...
 
Radiant Call girls in Dubai O56338O268 Dubai Call girls
Radiant Call girls in Dubai O56338O268 Dubai Call girlsRadiant Call girls in Dubai O56338O268 Dubai Call girls
Radiant Call girls in Dubai O56338O268 Dubai Call girls
 
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Pratap Nagar Delhi 💯Call Us 🔝8264348440🔝
 
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663
✂️ 👅 Independent Andheri Escorts With Room Vashi Call Girls 💃 9004004663
 
How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)How is AI changing journalism? (v. April 2024)
How is AI changing journalism? (v. April 2024)
 
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRLLucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
 
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls
10.pdfMature Call girls in Dubai +971563133746 Dubai Call girls
 
Top Rated Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...
Top Rated  Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...Top Rated  Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...
Top Rated Pune Call Girls Daund ⟟ 6297143586 ⟟ Call Me For Genuine Sex Servi...
 
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
 

How LinkedIn built a Community of Half a Billion

  • 1. How LinkedIn built a Community of Half a Billion Aatif Awan Vice President, Growth & International Products at LinkedIn www.linkedin.com/in/aatifawan aatif_awan
  • 3. 1000x LinkedIn Grew from 500K to 500 Million in 13 years
  • 4. About me • VP Growth, International & Data products at LinkedIn • Have led LinkedIn growth for 6+ years, helping grow LinkedIn by 400M+ members • Leading LinkedIn-Microsoft product integrations www.linkedin.com/in/aatifawan aatif_awan
  • 5. Story of Growth @ LinkedIn
  • 6. Growth @ LinkedIn: 2003-2007 0.1M 2M 4M 8M 17M 2003200420052006200720082009201020112012201320142015 LinkedIn Member Growth Product market fit. Growth built into product from the start. Reid Hoffman and team invited well- connected people in the industry. Public profiles launch in 2006, became a second major growth channel due to SEO.
  • 7. Growth @ LinkedIn: 2008-2011 0.1M 2M 4M 8M 17M 33M 55M 89M 145M 2003200420052006200720082009201020112012201320142015 LinkedIn Member Growth Dedicated cross-functional growth team (~15 people) focused on acquisition. Identified drivers for key channels and optimized. International expansion. Saw 100%+ lifts in growth for most markets where we translated into local language.
  • 8. Growth @ LinkedIn: 2012- 2016 0.1M 2M 4M 8M 17M 33M 55M 89M 145M 202M 277M 347M 414M 484 M LinkedIn Member Growth Expanded to cover acquisition, activation, connections, retention and resurrection, notifications. Focus on quality: signups -> quality signups -> engaged quality members Invested heavily in mobile and partnerships and continued international expansion Continue international expansion with focus on China and India.
  • 9. Growth @ LinkedIn: What’s Next? Product integrations with Microsoft are the biggest growth opportunity
  • 10. Growth Team Organization Today Discovery (SEO) & Onboarding Network Growth Notifications & Communications Core Growth China India New Markets (Germay, Japan, Healthcare) International & Segment Growth Experimentation Reporting Standardization Data Products
  • 12. Ignore the hype about Growth Hacks and Tactics
  • 13. Focus on principles, not tactics • Principles >> Strategy >> Tactics • Tactics have a short shelf life. • If all you know are tactics, you will likely apply them incorrectly. • Once you understand the principles, you can find the right tactics and even come up with your own.
  • 14. What we’ve learned along the way
  • 15. Growth is about accelerating the realization of your vision, not moving metrics up-and-to-the-right. • At LinkedIn, our vision is to create economic opportunity for every member of the global workforce. • Growth team accelerates this through creation of the economic graph that connects people, companies, jobs and schools. • Taking this view led us to focus on quality signups, not just signups
  • 16. Pick one North Star metric, measure everything • Define one north star metric that: • Is aligned with the success of your business • Measures value for users • Is summable • Sometimes, one is not possible. Go for as few as you can. • Measure everything and tie it back to the north star metric.
  • 17. Good product comes first, growth second • Investing in growth before you have a good product is a waste of resources. • Measure product goodness with long-term retention (curve should flatten over time) and through customer feedback • If your retention isn’t good, nothing else matters. Improve it by delivering core product value early and often. Good retention Bad retention %age of users engaging by weeks since signup
  • 18. But we needed to do more… • For products with network effects or marketplace dynamics (LinkedIn has both), you need to achieve a good product and growth simultaneously. • Products get better with more users and can be useless without a critical mass. • We solved for this by building two powerful growth engines from the start.
  • 19. Investing in multiple scalable growth channels multiplies your odds of success • Being dependent on a single growth channel is a strategic liability. • Have at least one core channel, invest in strategic channels like new platforms and have some venture bets. • We developed two core channels: Viral growth through members building their networks by importing contacts and SEO of people profiles.
  • 20. User Behavior Identifying Growth Channels • Do existing users share your product via word of mouth? • Are people using search to find a solution? • Do users have a high LTV? Channels to explore Virality, referrals SEO, SEM Paid acquisition • Does having more users improve the experience? Virality • Are your target users already on another platform? Partnership, Integration
  • 21. Channel Break down each Channel into Drivers Virality Drivers %age importing contacts, # of contacts imported, %age inviting, # of invites sent, CTR on invites, Sign up conversion Quality signup rate Measure everything and tie it back to the north star metric.
  • 22. Prioritize channels and drivers Brainstorm hypotheses and ideas Assess impact on north star metric Prioritize based on impact, probability of success and effort Build, A/B test and measure Growth Requires Continuous Prioritization and Feedback
  • 23. A/B Testing => Always Be Testing • The more you experiment, the faster you learn and innovate. • It can resolve long-disputed strategy questions and break down long-held myths. • You can A/B test most things • We’ve done statistically significant tests to measure impact on customer complaints on an issue with a volume of a few hundred/week • SEO A/B testing can be very effective • As your user demographics change over time, repeating old tests can lead to new insights.
  • 24. Hiring the right people • Analytical • Gets shit done • Curious – asks why? • Finds new ways to do things – asks why not? • Prior growth experience is optional
  • 25. Culture • Data trumps opinions • Set ambitious goals • Move fast • Learn continuously • Celebrate wins
  • 26. “Don't be satisfied with stories, how things have gone with others. Unfold your own myth” Final thought I’d leave you with… Rumi
  • 27. Thank you! Aatif Awan Vice President, Growth & International Products at LinkedIn www.linkedin.com/in/aatifawan aatif_awan

Editor's Notes

  1. Photo credit: https://www.flickr.com/photos/tripletsisters/6795243547
  2. Not always possible to get down to one for the company but make sure each team has