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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Management
England / North West
Rank 187 148 201
Rank change year-on-year
-39 +53
Permanent jobs citing Data Management 63 86 58
As % of all permanent IT jobs located in the North West 1.06% 1.55% 0.87%
As % of the Processes & Methodologies category 1.19% 1.77% 1.00%
Number of salaries quoted 48 65 54
Median salary £42,500 £43,500 £50,000
Median salary % change year-on-year
-2.29% -13.00%
90% offered a salary of more than £32,850 £30,000 £25,000
10% offered a salary of more than £60,000 £65,000 £80,000
UK excluding London median salary £50,000 £47,500 £46,500
% change year-on-year
+5.26% +2.15%

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
5280 4855 5790
As % of all permanent IT jobs located in the North West 88.84% 87.41% 86.35%
Number of salaries quoted 4431 4038 4955
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,425 £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 18 January 2017.

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 18 January 2017. 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 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 43 £41,500 +1.84% 9
Cheshire -4 14 £60,000 +37.93% 4
Merseyside -16 4 £45,250 -4.73% 3
Lancashire -11 2 £19,000 -41.53% 2
Data Management
England

Data Management
Top 30 Related IT Skills in the North West

For the 6 months to 18 January 2017, 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 57 (40.71%) SQL
2 48 (34.29%) Finance
3 44 (31.43%) SQL Server
4 42 (30.00%) Master Data Management
5 35 (25.00%) IBM
6 34 (24.29%) Microsoft
7 32 (22.86%) Analytical Skills
8 29 (20.71%) MS Excel
8 29 (20.71%) Business Intelligence
9 27 (19.29%) Web Services
9 27 (19.29%) Java
10 26 (18.57%) ETL
11 25 (17.86%) SQL Server Reporting Services
11 25 (17.86%) SC Cleared
11 25 (17.86%) Security Cleared
12 24 (17.14%) Analytics
12 24 (17.14%) Data Quality
12 24 (17.14%) T-SQL
13 23 (16.43%) Data Analysis
13 23 (16.43%) SQL Server Integration Services
14 22 (15.71%) Algorithms
15 21 (15.00%) Oracle
15 21 (15.00%) ITIL
16 20 (14.29%) J2EE
16 20 (14.29%) Management Information System
16 20 (14.29%) Agile Software Development
17 19 (13.57%) Banking
17 19 (13.57%) E-Commerce
18 18 (12.86%) Retail
18 18 (12.86%) Information Security

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 11 (7.86%) SharePoint
2 7 (5.00%) Oracle Service Bus
3 5 (3.57%) CICS
4 4 (2.86%) Skype for Business
4 4 (2.86%) WebSphere
5 2 (1.43%) CMS
5 2 (1.43%) Elasticsearch
5 2 (1.43%) Oracle SOA Suite
6 1 (0.71%) Apache Solr
6 1 (0.71%) Apache Spark
6 1 (0.71%) JBoss
6 1 (0.71%) Oracle Workflow
6 1 (0.71%) SAS
Applications
1 29 (20.71%) MS Excel
2 9 (6.43%) MS Office
3 3 (2.14%) MS Visio
4 2 (1.43%) MS PowerPoint
Business Applications
1 3 (2.14%) Magento
2 2 (1.43%) Dynamics NAV
2 2 (1.43%) Payment Gateway
3 1 (0.71%) Dynamics AX
3 1 (0.71%) Oracle EBS
3 1 (0.71%) SAP Oil and Gas
Cloud Services
1 8 (5.71%) IaaS
1 8 (5.71%) PaaS
1 8 (5.71%) SaaS
2 5 (3.57%) Amazon AWS
3 4 (2.86%) Microsoft Azure
3 4 (2.86%) Office 365
4 2 (1.43%) Adobe Analytics
5 1 (0.71%) Google Analytics
Communications & Networking
1 8 (5.71%) Network Security
2 7 (5.00%) Internet
3 4 (2.86%) Intranet
3 4 (2.86%) Skype
4 2 (1.43%) FTP
5 1 (0.71%) DNS
Database & Business Intelligence
1 44 (31.43%) SQL Server
2 25 (17.86%) SQL Server Reporting Services
3 23 (16.43%) SQL Server Integration Services
4 16 (11.43%) Data Warehouse
5 12 (8.57%) SQL Server Analysis Services
6 8 (5.71%) Data Mining
6 8 (5.71%) DB2
6 8 (5.71%) SQL Server 2008
7 7 (5.00%) Oracle Database
7 7 (5.00%) Oracle Database 11g
7 7 (5.00%) SQL Server 2005
8 6 (4.29%) Big Data
9 5 (3.57%) DataStage
9 5 (3.57%) QlikView
9 5 (3.57%) SQL Server 2012
10 4 (2.86%) Qlik Sense
11 3 (2.14%) Hadoop
11 3 (2.14%) MySQL
12 2 (1.43%) Oracle ODI
12 2 (1.43%) Star Schema
Development Applications
1 3 (2.14%) Visual Studio
2 2 (1.43%) Git (software)
2 2 (1.43%) Jenkins
2 2 (1.43%) Mocha
2 2 (1.43%) Oracle APEX
2 2 (1.43%) Selenium
2 2 (1.43%) Talend Open Studio
2 2 (1.43%) webpack
3 1 (0.71%) ERwin
3 1 (0.71%) Visual Website Optimizer
General
1 48 (34.29%) Finance
2 19 (13.57%) Banking
3 18 (12.86%) Retail
4 9 (6.43%) Law
5 7 (5.00%) Multimedia
6 4 (2.86%) Back Office
6 4 (2.86%) Legal
7 3 (2.14%) Games
7 3 (2.14%) Marketing
7 3 (2.14%) Telecoms
8 2 (1.43%) Advertising
8 2 (1.43%) Manufacturing
8 2 (1.43%) Retail Banking
9 1 (0.71%) Automotive
9 1 (0.71%) Electronics
9 1 (0.71%) Financial Institution
Job Titles
1 38 (27.14%) Developer
2 19 (13.57%) Analyst
3 14 (10.00%) Data Manager
4 13 (9.29%) SQL Developer
5 11 (7.86%) SQL Server Developer
6 9 (6.43%) Database Developer
6 9 (6.43%) SQL Database Developer
7 8 (5.71%) Architect
7 8 (5.71%) ETL Developer
7 8 (5.71%) Information Manager
7 8 (5.71%) Security Manager
8 7 (5.00%) Data Analyst
8 7 (5.00%) DBA
8 7 (5.00%) Information Security Manager
8 7 (5.00%) SQL DBA
9 5 (3.57%) Consultant
9 5 (3.57%) Solutions Architect
9 5 (3.57%) Test Manager
10 4 (2.86%) Data Architect
10 4 (2.86%) Java Developer
Libraries, Frameworks & Software Standards
1 27 (19.29%) Web Services
2 20 (14.29%) J2EE
3 8 (5.71%) REST
4 7 (5.00%) .NET
4 7 (5.00%) WebCenter
4 7 (5.00%) XML
5 6 (4.29%) HTML
5 6 (4.29%) Node.js
5 6 (4.29%) React
6 5 (3.57%) Middleware
6 5 (3.57%) Spring
7 4 (2.86%) .NET Framework
7 4 (2.86%) Apache Camel
7 4 (2.86%) CSS
7 4 (2.86%) SOAP
8 3 (2.14%) jQuery
8 3 (2.14%) JSON
8 3 (2.14%) WCF
9 2 (1.43%) CSS3
9 2 (1.43%) OLE
Miscellaneous
1 32 (22.86%) Analytical Skills
2 22 (15.71%) Algorithms
3 20 (14.29%) Management Information System
4 12 (8.57%) iPad
5 9 (6.43%) Statistics
6 8 (5.71%) Computer Science
7 7 (5.00%) Data Integration
7 7 (5.00%) Data Protection Act
8 6 (4.29%) Mobile App
8 6 (4.29%) Visualisation
9 5 (3.57%) Mainframe
9 5 (3.57%) Mathematics
9 5 (3.57%) VSAM
10 4 (2.86%) Taxonomies
11 3 (2.14%) Data Extraction
11 3 (2.14%) NHS
11 3 (2.14%) Physics
11 3 (2.14%) User Experience
12 2 (1.43%) Driving Licence
12 2 (1.43%) Reference Data
Operating Systems
1 10 (7.14%) Windows
2 7 (5.00%) Linux
3 6 (4.29%) Unix
4 5 (3.57%) Windows Server
5 4 (2.86%) Red Hat Enterprise Linux
5 4 (2.86%) Windows Server 2008
5 4 (2.86%) Windows Server 2012
6 1 (0.71%) AIX
6 1 (0.71%) Windows 2000
6 1 (0.71%) Windows XP
Processes & Methodologies
1 42 (30.00%) Master Data Management
2 29 (20.71%) Business Intelligence
3 26 (18.57%) ETL
4 24 (17.14%) Analytics
5 23 (16.43%) Data Analysis
6 21 (15.00%) ITIL
7 20 (14.29%) Agile Software Development
8 19 (13.57%) E-Commerce
9 18 (12.86%) Information Security
10 16 (11.43%) Data Modelling
11 15 (10.71%) Business Continuity
11 15 (10.71%) Disaster Recovery
11 15 (10.71%) Translating Business Requirements
12 14 (10.00%) Risk Management
13 13 (9.29%) Incident Management
13 13 (9.29%) Information Security Management
13 13 (9.29%) Security Management
14 12 (8.57%) CRM
14 12 (8.57%) Data Protection
14 12 (8.57%) Workflow
Programming Languages
1 57 (40.71%) SQL
2 27 (19.29%) Java
3 24 (17.14%) T-SQL
4 9 (6.43%) JavaScript
5 5 (3.57%) COBOL
5 5 (3.57%) JCL
6 4 (2.86%) Python
7 3 (2.14%) C#
7 3 (2.14%) PL/SQL
8 2 (1.43%) C++
8 2 (1.43%) Delphi
8 2 (1.43%) ES6
8 2 (1.43%) Pascal
8 2 (1.43%) R
8 2 (1.43%) TypeScript
8 2 (1.43%) VB.NET
9 1 (0.71%) C
9 1 (0.71%) Shell Script
9 1 (0.71%) VB
9 1 (0.71%) VBA
Qualifications
1 25 (17.86%) SC Cleared
1 25 (17.86%) Security Cleared
2 16 (11.43%) Degree
3 11 (7.86%) CISM
3 11 (7.86%) CISSP
4 7 (5.00%) MCSA
4 7 (5.00%) Microsoft Certification
5 2 (1.43%) CISA
6 1 (0.71%) CESG Certified Professional
6 1 (0.71%) CLAS
6 1 (0.71%) ISEB
6 1 (0.71%) PhD
Quality Assurance & Compliance
1 24 (17.14%) Data Quality
2 16 (11.43%) PCI DSS
3 11 (7.86%) QA
4 10 (7.14%) SLA
5 2 (1.43%) COBIT
5 2 (1.43%) Solvency II
6 1 (0.71%) ISO/IEC 27001
System Software
1 7 (5.00%) Oracle RAC
2 5 (3.57%) Active Directory
3 4 (2.86%) VMware Infrastructure
4 1 (0.71%) Apache Flume
4 1 (0.71%) Apache ZooKeeper
4 1 (0.71%) HDFS
Systems Management
1 7 (5.00%) Data Guard
1 7 (5.00%) Oracle Identity Management
1 7 (5.00%) Tivoli Identity Manager
2 4 (2.86%) Backup Exec
2 4 (2.86%) HP SIM
2 4 (2.86%) Norton AntiVirus
2 4 (2.86%) SCCM
2 4 (2.86%) WSUS
3 2 (1.43%) Control-M
4 1 (0.71%) Oozie
Vendors
1 35 (25.00%) IBM
2 34 (24.29%) Microsoft
3 21 (15.00%) Oracle
4 8 (5.71%) Informatica
5 7 (5.00%) Siebel
6 6 (4.29%) Teradata
7 5 (3.57%) Cognizant
8 4 (2.86%) Ab Initio
8 4 (2.86%) Citrix
8 4 (2.86%) Dell
8 4 (2.86%) GFI Software
8 4 (2.86%) HP
8 4 (2.86%) Red Hat
8 4 (2.86%) SolarWinds
8 4 (2.86%) Sophos
8 4 (2.86%) Symantec
8 4 (2.86%) VMware
9 3 (2.14%) Google
9 3 (2.14%) hybris
9 3 (2.14%) Tableau
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