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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 152 171 187
Rank change year-on-year
+19 +16
Permanent jobs citing Data Management 91 92 70
As % of all permanent IT jobs located in the North West 1.55% 1.41% 0.98%
As % of the Processes & Methodologies category 1.78% 1.58% 1.14%
Number of salaries quoted 55 75 55
Median salary £37,500 £35,000 £46,500
Median salary % change year-on-year
+7.14% -24.73%
90% offered a salary of more than £30,500 £22,500 £22,800
10% offered a salary of more than £61,100 £62,500 £72,500
UK excluding London median salary £45,000 £43,500 £47,500
% change year-on-year
+3.44% -8.42%
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
5114 5807 6130
As % of all permanent IT jobs located in the North West 87.17% 88.94% 85.77%
Number of salaries quoted 4260 4706 4846
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 July 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 30 July 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 -40 31 £45,000 +28.57% 6
Cheshire +46 28 £37,500 -3.22% 5
Lancashire +23 15 £37,500 +25.00% 4
Merseyside - 8 £33,500 - 2
Data Management
England

Data Management
Top 30 Related IT Skills in the North West

For the 6 months to 30 July 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 73 (41.48%) SQL
2 51 (28.98%) Finance
3 42 (23.86%) Analytics
4 40 (22.73%) Master Data Management
5 38 (21.59%) ITIL
6 37 (21.02%) Data Quality
7 34 (19.32%) SQL Server
8 33 (18.75%) Agile Software Development
9 31 (17.61%) Retail
9 31 (17.61%) T-SQL
9 31 (17.61%) Analytical Skills
10 29 (16.48%) Big Data
10 29 (16.48%) Information Management
11 27 (15.34%) Degree
12 26 (14.77%) Management Information System
12 26 (14.77%) XML
12 26 (14.77%) Data Warehouse
12 26 (14.77%) E-Commerce
12 26 (14.77%) Business Intelligence
13 25 (14.20%) JavaScript
13 25 (14.20%) Stakeholder Management
13 25 (14.20%) WCF
14 23 (13.07%) PL/SQL
14 23 (13.07%) HP
14 23 (13.07%) Team Foundation Server
15 22 (12.50%) Oracle
16 21 (11.93%) CSS
16 21 (11.93%) PRINCE2
16 21 (11.93%) HTML
16 21 (11.93%) IBM

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 20 (11.36%) CMS
1 20 (11.36%) WebSphere
2 7 (3.98%) SAS
3 2 (1.14%) Elasticsearch
4 1 (0.57%) ArcGIS
4 1 (0.57%) ArcSDE
4 1 (0.57%) CICS
4 1 (0.57%) SharePoint
Applications
1 10 (5.68%) MS Excel
2 4 (2.27%) MS Office
3 3 (1.70%) MS Visio
4 1 (0.57%) Spreadsheet
Business Applications
1 20 (11.36%) Magento
2 4 (2.27%) SAP MDM
3 3 (1.70%) Remedy ITSM
3 3 (1.70%) SAP Oil and Gas
4 2 (1.14%) Payment Gateway
5 1 (0.57%) Dynamics CRM
5 1 (0.57%) Dynamics NAV
Cloud Services
1 20 (11.36%) Adobe Analytics
2 4 (2.27%) Amazon AWS
3 1 (0.57%) IaaS
3 1 (0.57%) PaaS
3 1 (0.57%) SaaS
Communications & Networking
1 20 (11.36%) FTP
2 4 (2.27%) Network Security
3 3 (1.70%) DHCP
3 3 (1.70%) DNS
3 3 (1.70%) LAN
3 3 (1.70%) VLAN
3 3 (1.70%) WAN
4 1 (0.57%) DSL
4 1 (0.57%) HTTP
4 1 (0.57%) VoIP
Database & Business Intelligence
1 34 (19.32%) SQL Server
2 29 (16.48%) Big Data
3 26 (14.77%) Data Warehouse
4 17 (9.66%) Data Mining
5 13 (7.39%) SQL Server Integration Services
6 10 (5.68%) SQL Server Reporting Services
7 9 (5.11%) Oracle Reports
8 6 (3.41%) Crystal Reports
8 6 (3.41%) Oracle Database
8 6 (3.41%) Relational Database
9 5 (2.84%) Hadoop
9 5 (2.84%) MySQL
9 5 (2.84%) SQL Server 2008
9 5 (2.84%) SQL Server Analysis Services
10 4 (2.27%) MS Access
11 3 (1.70%) GIS
11 3 (1.70%) QlikView
12 2 (1.14%) Apache Cassandra
12 2 (1.14%) PowerPivot
12 2 (1.14%) Spotfire
Development Applications
1 23 (13.07%) Team Foundation Server
2 21 (11.93%) Git (software)
2 21 (11.93%) Subversion
3 20 (11.36%) JIRA
4 2 (1.14%) NUnit
5 1 (0.57%) HP UFT
5 1 (0.57%) WinRunner
General
1 51 (28.98%) Finance
2 31 (17.61%) Retail
3 14 (7.95%) Banking
4 7 (3.98%) Marketing
5 4 (2.27%) Manufacturing
6 3 (1.70%) Back Office
6 3 (1.70%) Electronics
6 3 (1.70%) Financial Institution
6 3 (1.70%) Retail Banking
6 3 (1.70%) Telecoms
7 2 (1.14%) Advertising
7 2 (1.14%) Investment Banking
8 1 (0.57%) Corporate Banking
8 1 (0.57%) Games
8 1 (0.57%) Italian Language
8 1 (0.57%) Law
8 1 (0.57%) Legal
8 1 (0.57%) Polish Language
8 1 (0.57%) Spanish Language
8 1 (0.57%) Swedish Language
Job Titles
1 75 (42.61%) Analyst
2 29 (16.48%) Systems Analyst
3 26 (14.77%) Data Analyst
4 19 (10.80%) Senior Analyst
5 18 (10.23%) Developer
6 15 (8.52%) Head of Data Management
7 13 (7.39%) Business Analyst
7 13 (7.39%) Data Manager
8 12 (6.82%) Business Systems Analyst
9 10 (5.68%) IT Analyst
10 9 (5.11%) Business IT Analyst
10 9 (5.11%) IT Business Analyst
11 8 (4.55%) E-Commerce Analyst
12 7 (3.98%) .NET Developer
13 6 (3.41%) Architect
13 6 (3.41%) Consultant
14 5 (2.84%) Data Consultant
14 5 (2.84%) Data Quality Manager
14 5 (2.84%) Data Scientist
14 5 (2.84%) Quality Manager
Libraries, Frameworks & Software Standards
1 26 (14.77%) XML
2 25 (14.20%) WCF
3 21 (11.93%) CSS
3 21 (11.93%) HTML
3 21 (11.93%) JSON
4 14 (7.95%) .NET
5 8 (4.55%) ASP.NET
6 7 (3.98%) Web Services
7 6 (3.41%) EDI
8 5 (2.84%) Middleware
8 5 (2.84%) WSDL
8 5 (2.84%) WSE
9 2 (1.14%) jQuery
9 2 (1.14%) KnockoutJS
10 1 (0.57%) Laravel
10 1 (0.57%) REST
10 1 (0.57%) SOAP
10 1 (0.57%) Spring
10 1 (0.57%) Symfony
Miscellaneous
1 31 (17.61%) Analytical Skills
2 26 (14.77%) Management Information System
3 9 (5.11%) NHS
4 5 (2.84%) Visualisation
5 4 (2.27%) Mathematics
5 4 (2.27%) Statistics
6 3 (1.70%) Data Centre
6 3 (1.70%) Reference Data
7 2 (1.14%) Algorithms
7 2 (1.14%) Data Integration
7 2 (1.14%) Fintech
7 2 (1.14%) Mobile App
7 2 (1.14%) Pricing Data
7 2 (1.14%) Telematics
8 1 (0.57%) Credit Risk
8 1 (0.57%) Data Structures
8 1 (0.57%) Driving Licence
8 1 (0.57%) iPad
8 1 (0.57%) Taxonomies
8 1 (0.57%) VSAM
Operating Systems
1 12 (6.82%) Windows
2 5 (2.84%) Unix
3 4 (2.27%) Linux
4 3 (1.70%) Android
4 3 (1.70%) Data ONTAP
4 3 (1.70%) Windows Server
4 3 (1.70%) Windows Server 2003
4 3 (1.70%) Windows Server 2012
5 2 (1.14%) Apple iOS
6 1 (0.57%) Windows 7
6 1 (0.57%) Windows Phone
Processes & Methodologies
1 42 (23.86%) Analytics
2 40 (22.73%) Master Data Management
3 38 (21.59%) ITIL
4 33 (18.75%) Agile Software Development
5 29 (16.48%) Information Management
6 26 (14.77%) Business Intelligence
6 26 (14.77%) E-Commerce
7 25 (14.20%) Stakeholder Management
8 21 (11.93%) Business Analysis
8 21 (11.93%) PRINCE2
8 21 (11.93%) Scrum
9 20 (11.36%) CRM
10 19 (10.80%) Error Analysis
10 19 (10.80%) Front End Development
11 18 (10.23%) ETL
12 17 (9.66%) Data Analysis
12 17 (9.66%) Enterprise Data Management
13 16 (9.09%) Change Management
13 16 (9.09%) Migration
14 15 (8.52%) Data Acquisition
Programming Languages
1 73 (41.48%) SQL
2 31 (17.61%) T-SQL
3 25 (14.20%) JavaScript
4 23 (13.07%) PL/SQL
5 12 (6.82%) VB.NET
6 8 (4.55%) C#
7 7 (3.98%) VBA
8 4 (2.27%) Java
9 3 (1.70%) C
10 2 (1.14%) Python
11 1 (0.57%) C++
11 1 (0.57%) COBOL
11 1 (0.57%) JCL
11 1 (0.57%) PHP
11 1 (0.57%) VB
11 1 (0.57%) VB6
Qualifications
1 27 (15.34%) Degree
2 11 (6.25%) ISEB
3 6 (3.41%) CIMA
3 6 (3.41%) Microsoft Certification
4 5 (2.84%) SC Cleared
4 5 (2.84%) Security Cleared
5 4 (2.27%) CISM
5 4 (2.27%) CISSP
5 4 (2.27%) PhD
6 3 (1.70%) CCNA
6 3 (1.70%) Cisco Certification
6 3 (1.70%) MCSE
6 3 (1.70%) MCTS
6 3 (1.70%) NCDA
6 3 (1.70%) VMware Certified Professional (VCP)
7 2 (1.14%) CISA
7 2 (1.14%) DV Cleared
8 1 (0.57%) HND
8 1 (0.57%) MCSA
Quality Assurance & Compliance
1 37 (21.02%) Data Quality
2 4 (2.27%) QA
3 1 (0.57%) COBIT
3 1 (0.57%) ISO/IEC 27001
3 1 (0.57%) PCI DSS
3 1 (0.57%) SLA
System Software
1 4 (2.27%) Active Directory
2 3 (1.70%) Hyper-V
2 3 (1.70%) VMware Infrastructure
Systems Management
1 20 (11.36%) ServiceCenter
2 4 (2.27%) Control-M
2 4 (2.27%) Kibana
3 1 (0.57%) Opscode Chef
3 1 (0.57%) Puppet
Vendors
1 23 (13.07%) HP
2 22 (12.50%) Oracle
3 21 (11.93%) IBM
4 20 (11.36%) Adobe
4 20 (11.36%) ATG
4 20 (11.36%) Google
4 20 (11.36%) hybris
5 19 (10.80%) SAP
6 18 (10.23%) Microsoft
7 6 (3.41%) Ab Initio
7 6 (3.41%) SYSPRO
8 5 (2.84%) Cognizant
9 4 (2.27%) Citrix
9 4 (2.27%) IFS
9 4 (2.27%) Informatica
9 4 (2.27%) NetApp
9 4 (2.27%) Tableau
9 4 (2.27%) Teradata
10 3 (1.70%) GoldenSource
10 3 (1.70%) Veeam
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