Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the Midlands with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
England > Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 192 172 159
Rank change year-on-year -20 -13 +70
Permanent jobs citing Data Management 223 317 329
As % of all permanent IT jobs advertised in the Midlands 1.44% 1.75% 1.79%
As % of the Processes & Methodologies category 1.62% 1.96% 2.03%
Number of salaries quoted 186 244 227
Midlands median annual salary £48,250 £45,000 £40,500
Median salary % change year-on-year +7.22% +11.11% -10.00%
10th Percentile £26,125 £27,000 £26,250
90th Percentile £71,500 £63,750 £65,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +2.94%

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 13757 16172 16238
As % of all permanent IT jobs advertised in the Midlands 88.82% 89.03% 88.52%
Number of salaries quoted 11201 12677 13295
Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £25,000 £24,000
90th Percentile £65,000 £63,750 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Management
Job Vacancy Trend in the Midlands

Job postings citing Data Management as a percentage of all IT jobs advertised in the Midlands.

Job vacancy trend for Data Management in the Midlands

Data Management
Salary Trend in the Midlands

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

Salary trend for Data Management in the Midlands

Data Management
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Data Management in the Midlands over the 6 months to 22 November 2017.

Salary histogram for Data Management in the Midlands

Data Management
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Midlands region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Midlands -45 155 £45,000 +1.12% 9
East Midlands +33 67 £50,000 +5.26% 3
Data Management
England

For the 6 months to 22 November 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 Midlands region with a requirement for Data Management.

1 82 (36.77%) SQL
2 77 (34.53%) Business Intelligence
3 62 (27.80%) SQL Server
4 59 (26.46%) Data Warehouse
4 59 (26.46%) Agile Software Development
5 56 (25.11%) Analytical Skills
6 50 (22.42%) Finance
7 48 (21.52%) Data Quality
8 47 (21.08%) Analytics
9 45 (20.18%) Master Data Management
10 41 (18.39%) Microsoft
11 40 (17.94%) Microsoft Excel
12 39 (17.49%) Mentoring
13 37 (16.59%) SQL Server Integration Services
14 32 (14.35%) TOGAF
14 32 (14.35%) SQL Server Reporting Services
14 32 (14.35%) Data Governance
15 31 (13.90%) Test Automation
16 30 (13.45%) ETL
17 29 (13.00%) Power BI
18 28 (12.56%) Jenkins
18 28 (12.56%) SQL Server Analysis Services
18 28 (12.56%) Data Architecture
18 28 (12.56%) T-SQL
18 28 (12.56%) Web Services
18 28 (12.56%) Degree
19 27 (12.11%) Data Modelling
20 26 (11.66%) CRM
20 26 (11.66%) Management Information System
21 25 (11.21%) Validation

Data Management
Co-occurring IT Skills in the Midlands 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 24 (10.76%) Documentum
2 18 (8.07%) Tomcat
3 17 (7.62%) SAS
4 11 (4.93%) Apache
4 11 (4.93%) SharePoint
5 7 (3.14%) Oracle SOA Suite
5 7 (3.14%) WebLogic
6 6 (2.69%) SharePoint 2013
7 3 (1.35%) Gentran
8 2 (0.90%) BizTalk Server
8 2 (0.90%) IIS
8 2 (0.90%) OpenEdge
8 2 (0.90%) Sonic ESB
9 1 (0.45%) ArcGIS
9 1 (0.45%) CMS
9 1 (0.45%) EPiServer
9 1 (0.45%) FileNet
9 1 (0.45%) Umbraco
9 1 (0.45%) WordPress
Applications
1 40 (17.94%) Microsoft Excel
2 8 (3.59%) Microsoft PowerPoint
3 7 (3.14%) Microsoft Office
4 5 (2.24%) SOLIDWORKS
5 4 (1.79%) MS Visio
6 2 (0.90%) AutoCAD
6 2 (0.90%) CATIA
6 2 (0.90%) Spreadsheet
7 1 (0.45%) Microsoft Project
Business Applications
1 8 (3.59%) SAP IS-U
2 4 (1.79%) SAP ERP
3 3 (1.35%) JDE EnterpriseOne
3 3 (1.35%) SAP S/4HANA
4 2 (0.90%) Dynamics AX
4 2 (0.90%) Dynamics CRM
4 2 (0.90%) ENOVIA
4 2 (0.90%) Raiser's Edge
4 2 (0.90%) SAP MDM
4 2 (0.90%) SAP MM
5 1 (0.45%) NetSuite
5 1 (0.45%) SAP BPC
5 1 (0.45%) SAP CRM
Cloud Services
1 16 (7.17%) Microsoft Azure
2 9 (4.04%) SaaS
3 8 (3.59%) Amazon AWS
4 7 (3.14%) GitHub
4 7 (3.14%) Office 365
5 1 (0.45%) Azure Data Factory
Communications & Networking
1 5 (2.24%) HTTP
2 2 (0.90%) Firewall
2 2 (0.90%) SMS
Database & Business Intelligence
1 62 (27.80%) SQL Server
2 59 (26.46%) Data Warehouse
3 37 (16.59%) SQL Server Integration Services
4 32 (14.35%) SQL Server Reporting Services
5 29 (13.00%) Power BI
6 28 (12.56%) SQL Server Analysis Services
7 17 (7.62%) SQL Server 2014
8 16 (7.17%) Relational Database
9 13 (5.83%) SQL Server 2016
10 8 (3.59%) Enterprise Data Warehouse
11 7 (3.14%) Oracle Reports
12 6 (2.69%) Biml
12 6 (2.69%) BusinessObjects
12 6 (2.69%) MS Access
13 5 (2.24%) NoSQL
13 5 (2.24%) SAP BW
14 4 (1.79%) IBM PureData
14 4 (1.79%) MySQL
14 4 (1.79%) OLTP
14 4 (1.79%) SAP HANA
Development Applications
1 28 (12.56%) Jenkins
2 22 (9.87%) Selenium
3 11 (4.93%) Maven
4 10 (4.48%) Git (software)
5 7 (3.14%) ERwin
6 6 (2.69%) Team Foundation Server
7 5 (2.24%) Visual Studio
8 4 (1.79%) CruiseControl
8 4 (1.79%) HP UFT
8 4 (1.79%) Hudson
8 4 (1.79%) JMeter
8 4 (1.79%) LoadRunner
8 4 (1.79%) Talend Open Studio
9 3 (1.35%) Mercurial
10 2 (0.90%) AccuRev
10 2 (0.90%) JIRA
10 2 (0.90%) LabVIEW
10 2 (0.90%) Rational DOORS
10 2 (0.90%) SQL Server Management Studio (SSMS)
11 1 (0.45%) ProC
General
1 50 (22.42%) Finance
2 16 (7.17%) Marketing
2 16 (7.17%) Retail
3 9 (4.04%) Billing
3 9 (4.04%) Manufacturing
4 8 (3.59%) Banking
5 3 (1.35%) Electronics
5 3 (1.35%) Legal
5 3 (1.35%) Local Government
6 1 (0.45%) Advertising
6 1 (0.45%) Automotive
6 1 (0.45%) Back Office
6 1 (0.45%) German Language
6 1 (0.45%) Investment Banking
6 1 (0.45%) Publishing
Job Titles
1 62 (27.80%) Analyst
2 42 (18.83%) Architect
3 35 (15.70%) Developer
4 22 (9.87%) Data Analyst
4 22 (9.87%) Data Architect
5 20 (8.97%) Data Manager
6 17 (7.62%) Business Intelligence Developer
7 16 (7.17%) Consultant
8 12 (5.38%) Technical Analyst
9 11 (4.93%) Business Intelligence Manager
9 11 (4.93%) Pega Architect
10 10 (4.48%) Business Intelligence Architect
10 10 (4.48%) SAP Consultant
11 9 (4.04%) Systems Analyst
12 8 (3.59%) Business Intelligence Analyst
12 8 (3.59%) SAP ISU Consultant
13 7 (3.14%) Functional Consultant
13 7 (3.14%) Junior
13 7 (3.14%) SAP Functional Consultant
13 7 (3.14%) Senior Analyst
Libraries, Frameworks & Software Standards
1 28 (12.56%) Web Services
2 24 (10.76%) REST
3 23 (10.31%) SOAP
4 20 (8.97%) Middleware
5 15 (6.73%) MDX
6 10 (4.48%) .NET
7 6 (2.69%) HTML
8 5 (2.24%) CSS
8 5 (2.24%) HTML5
9 4 (1.79%) .NET Framework
9 4 (1.79%) JSON
10 3 (1.35%) jQuery
10 3 (1.35%) Kafka
10 3 (1.35%) RabbitMQ
10 3 (1.35%) RESTful
11 2 (0.90%) AngularJS
11 2 (0.90%) Express
11 2 (0.90%) Kendo UI
11 2 (0.90%) Redux
11 2 (0.90%) Sass
Miscellaneous
1 56 (25.11%) Analytical Skills
2 26 (11.66%) Management Information System
3 13 (5.83%) Data Structures
4 9 (4.04%) Virtual Team
5 8 (3.59%) Smart Meter
6 7 (3.14%) Computer Science
7 6 (2.69%) Data Centre
8 5 (2.24%) Reference Data
9 4 (1.79%) Enterprise Software
9 4 (1.79%) User Experience
10 3 (1.35%) Fintech
11 2 (0.90%) Client/Server
11 2 (0.90%) Credit Risk
12 1 (0.45%) AS400
12 1 (0.45%) iSeries
12 1 (0.45%) NHS
12 1 (0.45%) Social Media
Operating Systems
1 6 (2.69%) Windows
2 4 (1.79%) Unix
3 1 (0.45%) Windows 10
Processes & Methodologies
1 77 (34.53%) Business Intelligence
2 59 (26.46%) Agile Software Development
3 47 (21.08%) Analytics
4 45 (20.18%) Master Data Management
5 39 (17.49%) Mentoring
6 32 (14.35%) Data Governance
6 32 (14.35%) TOGAF
7 31 (13.90%) Test Automation
8 30 (13.45%) ETL
9 28 (12.56%) Data Architecture
10 27 (12.11%) Data Modelling
11 26 (11.66%) CRM
12 25 (11.21%) Data Analysis
12 25 (11.21%) Risk Management
12 25 (11.21%) Validation
13 24 (10.76%) Case Management
13 24 (10.76%) Data Strategy
13 24 (10.76%) DevOps
13 24 (10.76%) SOA
14 23 (10.31%) Quality Management
Programming Languages
1 82 (36.77%) SQL
2 28 (12.56%) T-SQL
3 12 (5.38%) C#
3 12 (5.38%) Java
4 10 (4.48%) JavaScript
5 9 (4.04%) ABAP
5 9 (4.04%) C
6 6 (2.69%) VBA
7 4 (1.79%) FoxPro (VFP)
8 2 (0.90%) C++
8 2 (0.90%) MATLAB
9 1 (0.45%) Data Analysis Expressions (DAX)
9 1 (0.45%) PHP
9 1 (0.45%) PROC SQL
9 1 (0.45%) VB
9 1 (0.45%) XPath
Qualifications
1 28 (12.56%) Degree
2 18 (8.07%) Security Cleared
3 6 (2.69%) Computer Science Degree
4 4 (1.79%) ISEB
5 2 (0.90%) CESG Certified Professional
5 2 (0.90%) CISSP
6 1 (0.45%) Numerate Degree
6 1 (0.45%) Postgraduate
6 1 (0.45%) SAP Certification
6 1 (0.45%) SAS Certification
Quality Assurance & Compliance
1 48 (21.52%) Data Quality
2 23 (10.31%) SLA
3 18 (8.07%) Disclosure Scotland
4 7 (3.14%) QA
5 4 (1.79%) ISO/IEC 27001
6 3 (1.35%) Actionable Recommendations
7 2 (0.90%) GDPR
8 1 (0.45%) COBIT
System Software
1 2 (0.90%) VMware Infrastructure
2 1 (0.45%) Microsoft App-V
2 1 (0.45%) Virtual Servers
Systems Management
1 25 (11.21%) Puppet
2 7 (3.14%) Opscode Chef
2 7 (3.14%) ZABBIX
3 4 (1.79%) HP Quality Center
4 2 (0.90%) Nagios
4 2 (0.90%) SCCM
5 1 (0.45%) Terraform
Vendors
1 41 (18.39%) Microsoft
2 24 (10.76%) Pega
3 22 (9.87%) SAP
4 18 (8.07%) EMC
5 14 (6.28%) Tableau
6 13 (5.83%) Oracle
7 8 (3.59%) Siemens
8 5 (2.24%) JD Edwards
9 4 (1.79%) Cognos
9 4 (1.79%) HP
9 4 (1.79%) IBM
9 4 (1.79%) Salesforce.com
9 4 (1.79%) Talend
10 3 (1.35%) Kofax
10 3 (1.35%) VMware
11 2 (0.90%) Birst
12 1 (0.45%) Siebel