Data Management Infographic

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Data management practices determine whether your enterprise analyzes quality ... management to big data, our secure solu
DATA MANAGEMENT: SINK OR SWIM Data management practices determine whether your enterprise analyzes quality data or “dirty” data. How is your enterprise navigating the difficult waters of this critical operation?

DATA ANALYSIS is just the tip of the iceberg

The vast volume of data manipulation should come in the form of

DATA MANAGEMENT

Checksumming Collection Correction Deidentification

Estimation Feature Detection Harmonization Integration

Internationalization Localization Match & Merge Normalization

Timestamping Translation Transposition Validation

DATA SCIENTISTS ARE DROWNING IN DATA MANAGEMENT

Most organizations have vastly underestimated the amount of data management required to turn raw data into something useful for analytics. Data scientists are paying the price.

80%

Data scientists spend around 80% of their time on preparing and managing data for analysis1.

76%

76% of data scientists view data preparation as the least enjoyable part of their work1.

27% REVENUE... SUNK Data management operations are often segmented across various departments and lack a centralized, complete strategy.

$200k

As highly in-demand professionals with salaries that range upwards of $200,0002, they make very expensive (unhappy) data janitors.

90%

of U.S. companies have some sort of data quality solution in place today3

27%

of revenue, on average, is wasted due to inaccurate and incomplete data3

Keep your data management operations afloat with

Liaison ALLOY™

ALLOY is the first cloud platform to provide unified integration and data management operations as fully managed services, centralizing your data operations and freeing your data scientists to focus on analysis. The result? Happy data scientists and quality data at the ready for analysis and insights.

Learn more at liaison.com/alloy

ABOUT LIAISON As a leader in cloud-based integration and data management solutions, Liaison helps businesses overcome today’s toughest data challenges while building a robust foundation from which to tackle tomorrow’s. From complex integration to data management to big data, our secure solutions break down data silos, reduce inefficiencies, and uncover actionable insights.

CrowdFlower, 2016 Data Science Report, March 2016 The Wall Street Journal, The Morning Download: Competition for Data Scientists Heats Up, August 2014 3 Experian Data Quality, Data Quality Benchmark Report, January 2015 1 2

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