The table below looks at the statistics for Data Management skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 182 147 187
Rank change year-on-year
-35 +40
Permanent jobs citing Data Management 77 101 86
As % of all permanent IT jobs located in the North West 1.21% 1.62% 1.15%
As % of the Processes & Methodologies category 1.37% 1.85% 1.32%
Number of salaries quoted 49 88 79
Median salary £51,000 £40,000 £47,500
Median salary % change year-on-year
+27.50% -15.78%
90% offered a salary of more than £32,500 £27,500 £25,000
10% offered a salary of more than £60,000 £63,200 £80,000
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
Data Management
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5614 5472 6510
As % of all permanent IT jobs located in the North West 88.28% 87.82% 86.74%
Number of salaries quoted 4709 4504 5592
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in the North West

Data Management
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the North West region.

Data Management Salary Trend in the North West

Data Management
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Management across the North West region over the 3 months to 2 December 2016.

Data Management Salary Histogram in the North West

Data Management
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the North West region over the 3 months to 2 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -22 31 £42,500 +17.24% 7
Merseyside +4 24 £55,000 +14.58% 1
Cheshire -5 14 £60,000 +37.93% 4
Lancashire -15 6 £39,750 +10.41% 3
Cumbria - 1 £60,000 -
Data Management
England

Data Management
Top 30 Related IT Skills in the North West

For the 6 months to 2 December 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Data Management.

1 62 (38.51%) SQL
2 58 (36.02%) Master Data Management
3 50 (31.06%) Finance
4 44 (27.33%) SQL Server
5 42 (26.09%) Data Quality
6 39 (24.22%) IBM
7 36 (22.36%) ITIL
8 30 (18.63%) ETL
9 29 (18.01%) Microsoft
9 29 (18.01%) Analytical Skills
10 27 (16.77%) Analytics
10 27 (16.77%) Web Services
11 26 (16.15%) Banking
12 25 (15.53%) Business Intelligence
13 24 (14.91%) Oracle
13 24 (14.91%) Java
13 24 (14.91%) SC Cleared
13 24 (14.91%) Security Cleared
14 23 (14.29%) Data Mining
15 22 (13.66%) Data Analysis
15 22 (13.66%) Big Data
16 21 (13.04%) Algorithms
17 20 (12.42%) Management Information System
17 20 (12.42%) MS Excel
18 19 (11.80%) J2EE
18 19 (11.80%) Change Management
18 19 (11.80%) Agile Software Development
19 18 (11.18%) T-SQL
20 17 (10.56%) Retail
21 16 (9.94%) Enterprise Data Management

Data Management
Top Related IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (4.97%) WebSphere
2 7 (4.35%) SharePoint
3 6 (3.73%) CICS
3 6 (3.73%) CMS
3 6 (3.73%) Oracle Service Bus
4 4 (2.48%) Elasticsearch
4 4 (2.48%) SAS
4 4 (2.48%) Skype for Business
5 2 (1.24%) Oracle SOA Suite
6 1 (0.62%) Apache Solr
6 1 (0.62%) Apache Spark
Applications
1 20 (12.42%) MS Excel
2 10 (6.21%) MS Office
3 6 (3.73%) MS Visio
4 2 (1.24%) MS PowerPoint
Business Applications
1 7 (4.35%) Magento
2 4 (2.48%) Payment Gateway
2 4 (2.48%) SAP MDM
3 2 (1.24%) Dynamics NAV
4 1 (0.62%) Dynamics AX
4 1 (0.62%) Oracle EBS
4 1 (0.62%) Remedy ITSM
Cloud Services
1 6 (3.73%) Adobe Analytics
2 4 (2.48%) Amazon AWS
2 4 (2.48%) IaaS
2 4 (2.48%) Microsoft Azure
2 4 (2.48%) Office 365
2 4 (2.48%) PaaS
2 4 (2.48%) SaaS
3 1 (0.62%) Google Analytics
Communications & Networking
1 6 (3.73%) FTP
1 6 (3.73%) Internet
1 6 (3.73%) Network Security
2 4 (2.48%) Skype
3 1 (0.62%) DSL
3 1 (0.62%) Intranet
Database & Business Intelligence
1 44 (27.33%) SQL Server
2 23 (14.29%) Data Mining
3 22 (13.66%) Big Data
4 15 (9.32%) Data Warehouse
4 15 (9.32%) SQL Server Integration Services
4 15 (9.32%) SQL Server Reporting Services
5 9 (5.59%) DB2
6 7 (4.35%) Oracle Database
7 6 (3.73%) DataStage
7 6 (3.73%) Oracle Database 11g
7 6 (3.73%) QlikView
7 6 (3.73%) SQL Server Analysis Services
8 5 (3.11%) SQL Server 2008
9 4 (2.48%) Qlik Sense
9 4 (2.48%) SQL Server 2012
10 3 (1.86%) Hadoop
10 3 (1.86%) MySQL
10 3 (1.86%) SQL Server 2005
11 2 (1.24%) Enterprise Data Warehouse
11 2 (1.24%) Star Schema
Development Applications
1 6 (3.73%) Team Foundation Server
2 4 (2.48%) Git (software)
2 4 (2.48%) JIRA
2 4 (2.48%) Subversion
3 3 (1.86%) Visual Studio
4 2 (1.24%) NUnit
4 2 (1.24%) Oracle APEX
4 2 (1.24%) Talend Open Studio
5 1 (0.62%) ERwin
5 1 (0.62%) Visual Website Optimizer
General
1 50 (31.06%) Finance
2 26 (16.15%) Banking
3 17 (10.56%) Retail
4 7 (4.35%) Law
5 5 (3.11%) Retail Banking
6 4 (2.48%) Back Office
6 4 (2.48%) Legal
7 3 (1.86%) Advertising
7 3 (1.86%) Financial Institution
7 3 (1.86%) Marketing
7 3 (1.86%) Multimedia
8 2 (1.24%) Games
8 2 (1.24%) Investment Banking
9 1 (0.62%) Automotive
9 1 (0.62%) Telecoms
Job Titles
1 38 (23.60%) Developer
2 29 (18.01%) Analyst
3 19 (11.80%) Data Manager
4 15 (9.32%) Head of Data Management
5 12 (7.45%) Data Analyst
6 9 (5.59%) Consultant
7 8 (4.97%) .NET Developer
8 7 (4.35%) Architect
8 7 (4.35%) Data Consultant
8 7 (4.35%) SQL Developer
9 6 (3.73%) Ab Initio Developer
9 6 (3.73%) Designer
9 6 (3.73%) E-Commerce Analyst
9 6 (3.73%) Information Manager
9 6 (3.73%) Security Manager
9 6 (3.73%) Test Manager
10 5 (3.11%) Business Data Analyst
10 5 (3.11%) Data Quality Manager
10 5 (3.11%) Information Security Manager
10 5 (3.11%) Systems Analyst
Libraries, Frameworks & Software Standards
1 27 (16.77%) Web Services
2 19 (11.80%) J2EE
3 15 (9.32%) XML
4 11 (6.83%) .NET
4 11 (6.83%) WCF
5 9 (5.59%) HTML
6 8 (4.97%) JSON
7 7 (4.35%) CSS
8 6 (3.73%) WebCenter
9 5 (3.11%) ASP.NET
9 5 (3.11%) REST
9 5 (3.11%) WSDL
9 5 (3.11%) WSE
10 4 (2.48%) SOAP
11 3 (1.86%) .NET Framework
11 3 (1.86%) jQuery
11 3 (1.86%) Middleware
12 2 (1.24%) OLE
12 2 (1.24%) Spring
13 1 (0.62%) COM
Miscellaneous
1 29 (18.01%) Analytical Skills
2 21 (13.04%) Algorithms
3 20 (12.42%) Management Information System
4 8 (4.97%) Data Integration
5 6 (3.73%) iPad
5 6 (3.73%) Mainframe
5 6 (3.73%) Mathematics
5 6 (3.73%) NHS
5 6 (3.73%) Visualisation
5 6 (3.73%) VSAM
6 5 (3.11%) Reference Data
7 4 (2.48%) Computer Science
7 4 (2.48%) Statistics
7 4 (2.48%) Taxonomies
8 3 (1.86%) Data Extraction
8 3 (1.86%) Data Protection Act
8 3 (1.86%) Driving Licence
9 2 (1.24%) Fintech
9 2 (1.24%) Physics
9 2 (1.24%) Robotics
Operating Systems
1 14 (8.70%) Windows
2 9 (5.59%) Linux
3 8 (4.97%) Unix
4 4 (2.48%) Red Hat Enterprise Linux
4 4 (2.48%) Windows Server
4 4 (2.48%) Windows Server 2008
4 4 (2.48%) Windows Server 2012
5 1 (0.62%) AIX
5 1 (0.62%) Windows 2000
5 1 (0.62%) Windows XP
Processes & Methodologies
1 58 (36.02%) Master Data Management
2 36 (22.36%) ITIL
3 30 (18.63%) ETL
4 27 (16.77%) Analytics
5 25 (15.53%) Business Intelligence
6 22 (13.66%) Data Analysis
7 19 (11.80%) Agile Software Development
7 19 (11.80%) Change Management
8 16 (9.94%) Data Acquisition
8 16 (9.94%) Enterprise Data Management
9 14 (8.70%) Data Modelling
9 14 (8.70%) E-Commerce
9 14 (8.70%) Information Security
10 13 (8.07%) Information Management
10 13 (8.07%) Workflow
11 12 (7.45%) CRM
12 11 (6.83%) Data Governance
12 11 (6.83%) Translating Business Requirements
13 10 (6.21%) Business Analysis
13 10 (6.21%) Risk Management
Programming Languages
1 62 (38.51%) SQL
2 24 (14.91%) Java
3 18 (11.18%) T-SQL
4 9 (5.59%) PL/SQL
5 8 (4.97%) JavaScript
6 7 (4.35%) C#
6 7 (4.35%) VB.NET
7 6 (3.73%) COBOL
7 6 (3.73%) JCL
8 2 (1.24%) Delphi
8 2 (1.24%) Pascal
8 2 (1.24%) Python
8 2 (1.24%) VBA
9 1 (0.62%) C
9 1 (0.62%) C++
9 1 (0.62%) PHP
9 1 (0.62%) R
9 1 (0.62%) VB
9 1 (0.62%) VB6
Qualifications
1 24 (14.91%) SC Cleared
1 24 (14.91%) Security Cleared
2 13 (8.07%) Degree
3 8 (4.97%) CISM
3 8 (4.97%) CISSP
4 5 (3.11%) Microsoft Certification
5 3 (1.86%) MCSA
6 1 (0.62%) CESG Certified Professional
6 1 (0.62%) CISA
6 1 (0.62%) CLAS
6 1 (0.62%) ISEB
Quality Assurance & Compliance
1 42 (26.09%) Data Quality
2 10 (6.21%) PCI DSS
3 6 (3.73%) QA
3 6 (3.73%) SLA
4 2 (1.24%) COBIT
4 2 (1.24%) Solvency II
5 1 (0.62%) ISO/IEC 27001
System Software
1 6 (3.73%) Oracle RAC
2 5 (3.11%) Active Directory
3 4 (2.48%) VMware Infrastructure
4 1 (0.62%) Apache Flume
4 1 (0.62%) Apache ZooKeeper
4 1 (0.62%) HDFS
Systems Management
1 6 (3.73%) Control-M
1 6 (3.73%) Data Guard
1 6 (3.73%) Oracle Identity Management
1 6 (3.73%) Tivoli Identity Manager
2 4 (2.48%) Backup Exec
2 4 (2.48%) HP SIM
2 4 (2.48%) Norton AntiVirus
2 4 (2.48%) SCCM
2 4 (2.48%) ServiceCenter
2 4 (2.48%) WSUS
3 1 (0.62%) Oozie
Vendors
1 39 (24.22%) IBM
2 29 (18.01%) Microsoft
3 24 (14.91%) Oracle
4 11 (6.83%) Informatica
5 10 (6.21%) Ab Initio
6 8 (4.97%) Cognizant
6 8 (4.97%) HP
6 8 (4.97%) Teradata
7 7 (4.35%) ATG
7 7 (4.35%) Google
7 7 (4.35%) hybris
8 6 (3.73%) Adobe
8 6 (3.73%) Siebel
9 5 (3.11%) GoldenSource
9 5 (3.11%) SAP
10 4 (2.48%) Citrix
10 4 (2.48%) Dell
10 4 (2.48%) Netezza
10 4 (2.48%) Red Hat
10 4 (2.48%) VMware
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