PLOTCON NYC: Data Science in the Enterprise From Concept to Execution
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Transcript of PLOTCON NYC: Data Science in the Enterprise From Concept to Execution
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AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
CAPABILITIES
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AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
Low business impact due to lack of
adoption●
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AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
Lacking insights, data driven decisions, and
inefficient
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Addresses business needs with analytical depth and
high confidence in underlying data
AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
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Low business impact due to lack of adoption
Addresses business needs with analytical
depth and high confidence in underlying
data
Lacking insights, data driven decisions, and
inefficient
Requires immediate improvement
Many corporate data science teams
fall into this trap
Likewise, many traditional business analytics teams fall
into this trap
AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
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Can be 1 to many. Ratio is to be determined case by case
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DifferencesCan be 1 to many. Ratio is to be determined case by case
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Addresses business needs with analytical depth and
high confidence in underlying data
Business Manager
Business Analysts
AN
ALY
TIC
S &
IT
ALIGNMENT TO BUS. UNIT GOALS
Data Scientists
Data Engineers
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ENTERPRISE
FINANCE OPERATIONS MARKETING IT
FIN TEAM #1 FIN TEAM #2 FIN TEAM #3 FIN TEAM #4
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FUNCTIONAL
ENTERPRISE
Efficiency of IT & Analytics Delivery
CapacityStrategic Alignment
IT / Data Maturity
Alignment to Corporate Strategy
IT / Data MaturityAlignment to
Business Unit Goals
TEAM
ACCOUNTABLE
C-suite
Functional VP’s (e.g. Finance,
Marketing, etc…)
Front-line Managers
X & Y Axis
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