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John Carney
Chief Data Scientist, OpenJaw Technologies
How Marketers Can Harness the Power of Big Data
What are the 5 Big Data trends that really
matter to marketers in 2019?
#1. The ‘personalisation gap’ starts to
narrow
#2. Data privacy concerns persist
#3. Online and offline customer data come
together
“As Amazon combines its Prime service and Whole Foods shopping
experience, it’s getting even more insight into how the same person
shops on and offline … this combination threatens to be particularly
powerful.”
#4. Geolocation marketing and analytics
continues to grow in importance
Van Leeuwen customers in New
York with the PayPal app are
messaged offers when they are in
proximity to a store
#5. Customer lifetime value modelling
continues to grow in importance
How to build a Big Data platform for
customer centric marketing?
You need 5 things…
#1. Customer Data
Online Intent
(Big Data)
Psychographi
c
(Big Data)
Customer
Transactions
Loyalty
Profiles
#2. Identity Resolution
#3. Big Data Warehouse
Does she normally
travel for business
or leisure with us?
What level of
discount should I
give her?
Which flight ancillary
bundle should I offer
her?
#4. Data Science
#5. Data Distribution
A roadmap to data maturity
MonetizationOpportunity
Difficulty
Descriptive
Analytics
Predictive
Analytics
Prescriptive
Analytics
What
happened?
What
will happen?
How can we
make it happen?
Original Source: Gartner Analytics Framework
MonetizationOpportunity
Difficulty
Descriptive
Analytics
Predictive
Analytics
Prescriptive
Analytics
What
happened?
What
will happen?
How can we
make it happen?
Original Source: Gartner Analytics Framework
#1. Customer Data
#2. Identity Resolution
#3. Big Data Warehouse
#4. Data Science
#5. Data Distribution / API’s
Where do the ‘5 things’ sit?
The ‘secret sauce’ of Big Data
“Big Data is not about the
Data”
Gary King, Harvard University
Does she normally
travel for business
or leisure with us?
What level of
discount should I
give her?
Which flight ancillary
bundle should I offer
her?
#4. Data Science
Clustering Lifetime Value Propensity
Clustering
Customer Lifetime Value
Propensity
How can these insights transform your
marketing strategy?
Increased conversion rates
More effective marketing
Increased revenue per transaction
Improved re-purchase rates
Increased satisfaction, loyalty and advocacy
Source: Boston Consulting Group
Thank you

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