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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Management
Rank 161 159 191
Rank change year-on-year
-2 +32
Permanent jobs citing Data Management 91 111 73
As % of all permanent IT jobs located in the North West 1.43% 1.66% 0.99%
As % of the Processes & Methodologies category 1.62% 1.88% 1.14%
Number of salaries quoted 58 92 66
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £28,500 £30,092 £22,750
10% offered a salary of more than £59,000 £62,000 £58,750
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
5606 5898 6406
As % of all permanent IT jobs located in the North West 88.20% 88.44% 86.61%
Number of salaries quoted 4684 4896 5237
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,000 £28,500 £27,500
10% offered a salary of more than £60,000 £58,000 £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 26 September 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 26 September 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 -9 36 £41,250 +17.85% 9
Cheshire +21 25 £40,000 -23.80% 5
Merseyside +8 22 £55,000 +22.22% 2
Lancashire -20 3 £31,625 -9.64% 4
Cumbria - 1 £60,000 -
Data Management
England

Data Management
Top 30 Related IT Skills in the North West

For the 6 months to 26 September 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 70 (40.23%) SQL
2 57 (32.76%) Master Data Management
3 45 (25.86%) Finance
4 44 (25.29%) SQL Server
4 44 (25.29%) Data Quality
5 41 (23.56%) IBM
6 38 (21.84%) ITIL
7 36 (20.69%) Analytics
8 32 (18.39%) Oracle
9 29 (16.67%) Agile Software Development
10 28 (16.09%) T-SQL
10 28 (16.09%) Big Data
10 28 (16.09%) Analytical Skills
11 27 (15.52%) Business Intelligence
12 26 (14.94%) ETL
12 26 (14.94%) Banking
12 26 (14.94%) Retail
13 23 (13.22%) XML
14 22 (12.64%) Data Mining
14 22 (12.64%) Information Management
15 21 (12.07%) WCF
15 21 (12.07%) E-Commerce
15 21 (12.07%) CRM
15 21 (12.07%) Stakeholder Management
15 21 (12.07%) Management Information System
16 20 (11.49%) PL/SQL
16 20 (11.49%) JavaScript
16 20 (11.49%) Web Services
17 19 (10.92%) HTML
17 19 (10.92%) Data Warehouse

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 16 (9.20%) CMS
1 16 (9.20%) WebSphere
2 6 (3.45%) Oracle Service Bus
2 6 (3.45%) SAS
3 5 (2.87%) CICS
4 4 (2.30%) Elasticsearch
5 1 (0.57%) Apache Solr
5 1 (0.57%) Apache Spark
Applications
1 10 (5.75%) MS Excel
2 8 (4.60%) MS Office
3 6 (3.45%) MS Visio
4 1 (0.57%) Spreadsheet
Business Applications
1 16 (9.20%) Magento
2 4 (2.30%) Payment Gateway
2 4 (2.30%) SAP MDM
3 3 (1.72%) Remedy ITSM
4 2 (1.15%) Dynamics NAV
4 2 (1.15%) SAP Oil and Gas
5 1 (0.57%) Dynamics AX
5 1 (0.57%) Dynamics CRM
Cloud Services
1 16 (9.20%) Adobe Analytics
2 3 (1.72%) Amazon AWS
3 1 (0.57%) IaaS
3 1 (0.57%) PaaS
3 1 (0.57%) SaaS
Communications & Networking
1 16 (9.20%) FTP
2 6 (3.45%) Internet
3 1 (0.57%) DSL
Database & Business Intelligence
1 44 (25.29%) SQL Server
2 28 (16.09%) Big Data
3 22 (12.64%) Data Mining
4 19 (10.92%) Data Warehouse
5 15 (8.62%) SQL Server Integration Services
6 14 (8.05%) SQL Server Reporting Services
7 9 (5.17%) Oracle Database
8 7 (4.02%) DB2
8 7 (4.02%) Hadoop
8 7 (4.02%) QlikView
8 7 (4.02%) SQL Server Analysis Services
9 6 (3.45%) Crystal Reports
9 6 (3.45%) MySQL
9 6 (3.45%) Oracle Database 11g
9 6 (3.45%) Oracle Reports
10 5 (2.87%) DataStage
10 5 (2.87%) MS Access
10 5 (2.87%) SQL Server 2008
11 4 (2.30%) Relational Database
11 4 (2.30%) SQL Server 2012
Development Applications
1 16 (9.20%) Team Foundation Server
2 14 (8.05%) Git (software)
2 14 (8.05%) JIRA
2 14 (8.05%) Subversion
3 3 (1.72%) Visual Studio
4 2 (1.15%) NUnit
4 2 (1.15%) Oracle APEX
5 1 (0.57%) HP UFT
5 1 (0.57%) Talend Open Studio
5 1 (0.57%) WinRunner
General
1 45 (25.86%) Finance
2 26 (14.94%) Banking
2 26 (14.94%) Retail
3 5 (2.87%) Retail Banking
4 3 (1.72%) Advertising
4 3 (1.72%) Financial Institution
4 3 (1.72%) Manufacturing
4 3 (1.72%) Marketing
4 3 (1.72%) Telecoms
5 2 (1.15%) Electronics
5 2 (1.15%) Investment Banking
6 1 (0.57%) Games
6 1 (0.57%) Italian Language
6 1 (0.57%) Law
6 1 (0.57%) Legal
6 1 (0.57%) Polish Language
6 1 (0.57%) Spanish Language
6 1 (0.57%) Swedish Language
Job Titles
1 51 (29.31%) Analyst
2 33 (18.97%) Developer
3 20 (11.49%) Systems Analyst
4 18 (10.34%) Data Analyst
5 17 (9.77%) Data Manager
6 15 (8.62%) Head of Data Management
7 10 (5.75%) E-Commerce Analyst
8 9 (5.17%) Architect
8 9 (5.17%) Consultant
9 8 (4.60%) .NET Developer
9 8 (4.60%) Senior Analyst
10 7 (4.02%) Data Consultant
11 6 (3.45%) Ab Initio Developer
11 6 (3.45%) Designer
11 6 (3.45%) Test Manager
12 5 (2.87%) Business Data Analyst
12 5 (2.87%) SQL Developer
13 4 (2.30%) Data Quality Manager
13 4 (2.30%) SAP Data Consultant
13 4 (2.30%) SAP MDM Consultant
Libraries, Frameworks & Software Standards
1 23 (13.22%) XML
2 21 (12.07%) WCF
3 20 (11.49%) Web Services
4 19 (10.92%) HTML
5 17 (9.77%) .NET
5 17 (9.77%) CSS
5 17 (9.77%) JSON
6 14 (8.05%) J2EE
7 7 (4.02%) ASP.NET
8 6 (3.45%) EDI
8 6 (3.45%) WebCenter
9 5 (2.87%) Middleware
9 5 (2.87%) WSDL
9 5 (2.87%) WSE
10 4 (2.30%) jQuery
11 3 (1.72%) .NET Framework
12 2 (1.15%) KnockoutJS
12 2 (1.15%) REST
12 2 (1.15%) SOAP
13 1 (0.57%) Kafka
Miscellaneous
1 28 (16.09%) Analytical Skills
2 21 (12.07%) Management Information System
3 16 (9.20%) Algorithms
4 8 (4.60%) NHS
5 7 (4.02%) Data Integration
5 7 (4.02%) Mathematics
6 6 (3.45%) Visualisation
7 5 (2.87%) Mainframe
7 5 (2.87%) Reference Data
7 5 (2.87%) VSAM
8 3 (1.72%) Driving Licence
8 3 (1.72%) Statistics
9 2 (1.15%) Fintech
9 2 (1.15%) Physics
9 2 (1.15%) Robotics
9 2 (1.15%) Taxonomies
10 1 (0.57%) iPad
10 1 (0.57%) Linked Data
Operating Systems
1 10 (5.75%) Windows
2 5 (2.87%) Unix
3 4 (2.30%) Linux
Processes & Methodologies
1 57 (32.76%) Master Data Management
2 38 (21.84%) ITIL
3 36 (20.69%) Analytics
4 29 (16.67%) Agile Software Development
5 27 (15.52%) Business Intelligence
6 26 (14.94%) ETL
7 22 (12.64%) Information Management
8 21 (12.07%) CRM
8 21 (12.07%) E-Commerce
8 21 (12.07%) Stakeholder Management
9 19 (10.92%) Data Analysis
10 17 (9.77%) Business Analysis
11 16 (9.20%) Change Management
11 16 (9.20%) Data Acquisition
11 16 (9.20%) Enterprise Data Management
12 15 (8.62%) Front End Development
12 15 (8.62%) PRINCE2
13 14 (8.05%) Scrum
13 14 (8.05%) Workflow
14 13 (7.47%) Quality Management
Programming Languages
1 70 (40.23%) SQL
2 28 (16.09%) T-SQL
3 20 (11.49%) JavaScript
3 20 (11.49%) PL/SQL
4 18 (10.34%) Java
5 11 (6.32%) VB.NET
6 9 (5.17%) C#
7 8 (4.60%) VBA
8 5 (2.87%) COBOL
8 5 (2.87%) JCL
9 2 (1.15%) C++
9 2 (1.15%) Python
10 1 (0.57%) C
10 1 (0.57%) Delphi
10 1 (0.57%) Pascal
10 1 (0.57%) PHP
10 1 (0.57%) VB
10 1 (0.57%) VB6
Qualifications
1 19 (10.92%) Degree
1 19 (10.92%) SC Cleared
1 19 (10.92%) Security Cleared
2 5 (2.87%) CIMA
3 3 (1.72%) ISEB
4 2 (1.15%) CISA
4 2 (1.15%) CISM
4 2 (1.15%) CISSP
4 2 (1.15%) Microsoft Certification
5 1 (0.57%) PhD
Quality Assurance & Compliance
1 44 (25.29%) Data Quality
2 2 (1.15%) COBIT
2 2 (1.15%) SLA
3 1 (0.57%) QA
System Software
1 6 (3.45%) Oracle RAC
2 1 (0.57%) Active Directory
2 1 (0.57%) Apache Flume
2 1 (0.57%) Apache ZooKeeper
2 1 (0.57%) HDFS
Systems Management
1 14 (8.05%) ServiceCenter
2 6 (3.45%) Control-M
2 6 (3.45%) Data Guard
2 6 (3.45%) Oracle Identity Management
2 6 (3.45%) Tivoli Identity Manager
3 4 (2.30%) Kibana
4 1 (0.57%) Oozie
4 1 (0.57%) Opscode Chef
4 1 (0.57%) Puppet
Vendors
1 41 (23.56%) IBM
2 32 (18.39%) Oracle
3 18 (10.34%) Microsoft
4 17 (9.77%) SAP
5 16 (9.20%) Adobe
5 16 (9.20%) ATG
5 16 (9.20%) Google
5 16 (9.20%) hybris
6 14 (8.05%) HP
7 10 (5.75%) Ab Initio
8 9 (5.17%) Informatica
9 7 (4.02%) Cognizant
10 6 (3.45%) Siebel
10 6 (3.45%) SYSPRO
10 6 (3.45%) Teradata
11 5 (2.87%) GoldenSource
12 4 (2.30%) Netezza
13 3 (1.72%) BMC
13 3 (1.72%) Remedy
13 3 (1.72%) Tableau
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