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Breaking the mold
www.linkedin.com/in/SaadVirtus
@SaadVirtus
Marketing Technology at LinkedIn:
Lessons From The Trenches
Saad Hameed
Connect the world’s professionals to
make them more productive and
successful
LinkedIn’ mission
3
21%
31%
42%
No Score Low Score High Score
Account propensity model
average close rate
Lesson #1: Strategy and Plan Before Tactics
Buyer
/Member
1.
Strategy/Pl
anning
2.
Product/Sol
ution
Marketing
3.
Program/Cam
paign
Management
4. Content
Management
5.
Communication
Channels
Management
6. Sales
Acceleration/
Enablement
7.
Performance
Measurement
& Analytics
Buyer/Member
voice and
behavior are
critical to
optimization

Dashboards, Reports, & Measurement
Marketing Automation
Segmentation
Channels
Layer
Analytics
Layer
Automation/C
ampaign
Layer
Data
Layer
Insights
Layer
Management/Collaboration
Advanced
Evolving
Gap/Limitation
Best-in-class
Integrations
TECHNOLOGYHEATMAP-SAMPLE
Lesson #2: Optimize Customer Experience
Lesson #3: Build Technology Incubator to Propel Ideas
• Determine business, tech., & ops owners
• Gather high level use cases
• Assess vendors & in-house solutions
• Recommend final solution
• SCRUM based Pilot
• Go/No-Go based on Pilot learning
• Go/No-Go based on Pilot results
• Transfer knowledge of pilot to stakeholders
• Scale the solution globally
Lesson #4: Talent + Agile Initiatives = Success^2
6 Months: From Inception to Delivery of Marketing Datamart & BI Tool
Joydeep Banerjee
Wei Zhang
May Xu
Saad Hameed
Katherine Nepo
Dacheng Zhao
Lesson #5: Innovation Hacking Leads to Groundbreaking Ideas
Lesson #6: Challenge the Norm – Break the Mold
Consumers Are Losing Trust in Campaign Based
Marketing!
14“The Power Of Customer Context Beyond Campaigns: Build A Contextual Marketing Engine”, Forrester Research, Inc., April 14, 2014
It’s the Customer Context, stupid
Customer Behavioral Context
Customer Needs Context
Customer Communication
Context
Copyright LinkedIn Corporation, 2014
Solution: Machine Learning Enabled Campaigns
Single source of truth (SSOT) Datamart
Real-time Intelligent Marketing Cloud,
that recommends the right content/offer/channel based
on the context/lifecycle and product
fit/propensity/engagement of the member/buyer
Marketing Automation solution/LinkedIn
Lead Accelerator orchestrates the
communication of right offer/content to customers
across all channels
Marketing Automation
Copyright LinkedIn Corporation, 2014
LinkedIn Corporation
Patent Pending
SUMMARY
1. Strategy and Plan Before Tactics
2. Optimize Customer Experience
3. Build Technology Incubator to Propel Ideas
4. Talent + Agile Process = Success^2
5. Innovation Hacking Leads to Groundbreaking
Ideas
6. Challenge the Norm – Break the Mold
Marketing Technology at LinkedIn - Lessons From The Trenches

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Marketing Technology at LinkedIn - Lessons From The Trenches

  • 1. Breaking the mold www.linkedin.com/in/SaadVirtus @SaadVirtus Marketing Technology at LinkedIn: Lessons From The Trenches Saad Hameed
  • 2.
  • 3. Connect the world’s professionals to make them more productive and successful LinkedIn’ mission 3
  • 4.
  • 5. 21% 31% 42% No Score Low Score High Score Account propensity model average close rate
  • 6. Lesson #1: Strategy and Plan Before Tactics Buyer /Member 1. Strategy/Pl anning 2. Product/Sol ution Marketing 3. Program/Cam paign Management 4. Content Management 5. Communication Channels Management 6. Sales Acceleration/ Enablement 7. Performance Measurement & Analytics Buyer/Member voice and behavior are critical to optimization
  • 7.  Dashboards, Reports, & Measurement Marketing Automation Segmentation Channels Layer Analytics Layer Automation/C ampaign Layer Data Layer Insights Layer Management/Collaboration Advanced Evolving Gap/Limitation Best-in-class Integrations TECHNOLOGYHEATMAP-SAMPLE
  • 8. Lesson #2: Optimize Customer Experience
  • 9. Lesson #3: Build Technology Incubator to Propel Ideas • Determine business, tech., & ops owners • Gather high level use cases • Assess vendors & in-house solutions • Recommend final solution • SCRUM based Pilot • Go/No-Go based on Pilot learning • Go/No-Go based on Pilot results • Transfer knowledge of pilot to stakeholders • Scale the solution globally
  • 10. Lesson #4: Talent + Agile Initiatives = Success^2
  • 11. 6 Months: From Inception to Delivery of Marketing Datamart & BI Tool Joydeep Banerjee Wei Zhang May Xu Saad Hameed Katherine Nepo Dacheng Zhao
  • 12. Lesson #5: Innovation Hacking Leads to Groundbreaking Ideas
  • 13. Lesson #6: Challenge the Norm – Break the Mold
  • 14. Consumers Are Losing Trust in Campaign Based Marketing! 14“The Power Of Customer Context Beyond Campaigns: Build A Contextual Marketing Engine”, Forrester Research, Inc., April 14, 2014
  • 15. It’s the Customer Context, stupid Customer Behavioral Context Customer Needs Context Customer Communication Context Copyright LinkedIn Corporation, 2014
  • 16. Solution: Machine Learning Enabled Campaigns Single source of truth (SSOT) Datamart Real-time Intelligent Marketing Cloud, that recommends the right content/offer/channel based on the context/lifecycle and product fit/propensity/engagement of the member/buyer Marketing Automation solution/LinkedIn Lead Accelerator orchestrates the communication of right offer/content to customers across all channels Marketing Automation Copyright LinkedIn Corporation, 2014 LinkedIn Corporation Patent Pending
  • 17. SUMMARY 1. Strategy and Plan Before Tactics 2. Optimize Customer Experience 3. Build Technology Incubator to Propel Ideas 4. Talent + Agile Process = Success^2 5. Innovation Hacking Leads to Groundbreaking Ideas 6. Challenge the Norm – Break the Mold