The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 167 135 130
Rank change year-on-year
-32 -5
Permanent jobs citing Data Modelling 76 87 99
As % of all permanent IT jobs located in the West Midlands 1.23% 1.51% 1.84%
As % of the Processes & Methodologies category 1.41% 1.76% 2.20%
Number of salaries quoted 53 58 77
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £37,700 £27,000 £32,500
10% offered a salary of more than £62,000 £56,000 £59,500
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
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 West Midlands region.

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
5398 4956 4509
As % of all permanent IT jobs located in the West Midlands 87.64% 85.88% 83.97%
Number of salaries quoted 4185 4080 3776
Median salary £42,500 £42,500 £41,500
Median salary % change year-on-year
- +2.40%
90% offered a salary of more than £26,000 £27,500 £29,000
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in the West Midlands

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

Data Modelling Jobs Demand Trend in the West Midlands

Data Modelling
Salary Trend in the West Midlands

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

Data Modelling Salary Trend in the West Midlands

Data Modelling
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Data Modelling across the West Midlands region over the 3 months to 29 June 2016.

Data Modelling Salary Histogram in the West Midlands

Data Modelling
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the West Midlands region over the 3 months to 29 June 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
Birmingham 0 21 £45,000 +5.88% 3
Warwickshire -3 14 £52,500 +5.00% 3
Staffordshire -16 10 £40,000 +12.67% 1
Coventry +12 8 £42,500 -24.10%
Walsall -5 4 £44,000 -20.00%
Worcestershire +5 3 £90,000 +146.57%
Solihull +7 1 £90,000 +239.62%
Shropshire -26 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 29 June 2016, IT jobs citing Data Modelling 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 West Midlands region with a requirement for Data Modelling.

1 126 (67.38%) SQL
2 83 (44.39%) Business Intelligence
3 74 (39.57%) SQL Server
4 56 (29.95%) SQL Server Integration Services
5 55 (29.41%) Data Warehouse
6 53 (28.34%) Relational Database
7 52 (27.81%) SQL Server Reporting Services
8 49 (26.20%) ETL
9 46 (24.60%) Microsoft
9 46 (24.60%) Finance
10 43 (22.99%) T-SQL
11 41 (21.93%) SQL Server Analysis Services
12 38 (20.32%) Oracle
13 37 (19.79%) Degree
14 28 (14.97%) MS Excel
14 28 (14.97%) Analytical Skills
15 26 (13.90%) .NET
15 26 (13.90%) Continuous Integration
16 25 (13.37%) Computer Science
16 25 (13.37%) MDX
17 23 (12.30%) Data Analysis
18 22 (11.76%) Visual Studio
18 22 (11.76%) TOGAF
19 21 (11.23%) Analytics
19 21 (11.23%) Visualisation
19 21 (11.23%) Agile Software Development
20 20 (10.70%) BusinessObjects
21 19 (10.16%) SAP
21 19 (10.16%) Web Services
21 19 (10.16%) C#

Data Modelling
Top Related IT Skills in the West 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 7 (3.74%) BizTalk Server
2 6 (3.21%) SAS
3 5 (2.67%) CMS
4 4 (2.14%) Adobe Experience Manager
5 3 (1.60%) Apache Solr
5 3 (1.60%) NetWeaver
6 1 (0.53%) Apache Pig
6 1 (0.53%) Apache Spark
6 1 (0.53%) Confluence
6 1 (0.53%) Sitecore CMS
6 1 (0.53%) Umbraco
Applications
1 28 (14.97%) MS Excel
2 4 (2.14%) MS Office
2 4 (2.14%) Spreadsheet
3 2 (1.07%) MS PowerPoint
3 2 (1.07%) SPSS
Business Applications
1 17 (9.09%) Oracle 11i
1 17 (9.09%) Oracle EBS R12
1 17 (9.09%) Oracle Financials
2 15 (8.02%) Oracle EBS
3 4 (2.14%) IBM Operational Decision Manager
4 3 (1.60%) Dynamics AX
4 3 (1.60%) Dynamics CRM
4 3 (1.60%) SAP Business One
5 2 (1.07%) Oracle Applications
5 2 (1.07%) Oracle Assets
5 2 (1.07%) Oracle Cash Management
5 2 (1.07%) Oracle General Ledger
5 2 (1.07%) Oracle Payables
5 2 (1.07%) Oracle Receivables
6 1 (0.53%) Infor M3
6 1 (0.53%) Salesforce.com CRM
6 1 (0.53%) SAP CO
6 1 (0.53%) SAP FI/CO
6 1 (0.53%) SAP FI-AP
6 1 (0.53%) SAP Payroll
Cloud Services
1 11 (5.88%) SaaS
2 2 (1.07%) Google Analytics
2 2 (1.07%) IaaS
2 2 (1.07%) Microsoft Azure
2 2 (1.07%) PaaS
3 1 (0.53%) Force.com
Communications & Networking
1 5 (2.67%) HTTP
2 4 (2.14%) TCP/IP
3 3 (1.60%) Internet
4 2 (1.07%) HTTPS
Database & Business Intelligence
1 74 (39.57%) SQL Server
2 56 (29.95%) SQL Server Integration Services
3 55 (29.41%) Data Warehouse
4 53 (28.34%) Relational Database
5 52 (27.81%) SQL Server Reporting Services
6 41 (21.93%) SQL Server Analysis Services
7 20 (10.70%) BusinessObjects
8 19 (10.16%) QlikView
9 17 (9.09%) Oracle Reports
10 12 (6.42%) SQL Server 2008
11 11 (5.88%) Hadoop
12 9 (4.81%) SAP BI
13 8 (4.28%) SQL Server 2012
14 7 (3.74%) RDBMS
14 7 (3.74%) SAP BW
15 6 (3.21%) OLAP
16 5 (2.67%) Data Mart
16 5 (2.67%) OLTP
16 5 (2.67%) Snowflake Schema
16 5 (2.67%) Star Schema
Development Applications
1 22 (11.76%) Visual Studio
2 19 (10.16%) Team Foundation Server
3 5 (2.67%) JIRA
4 4 (2.14%) ERwin
4 4 (2.14%) Subversion
4 4 (2.14%) TeamCity
5 2 (1.07%) Git (software)
5 2 (1.07%) LabVIEW
6 1 (0.53%) Visual Studio Tools for Office
General
1 46 (24.60%) Finance
2 10 (5.35%) Retail
3 7 (3.74%) Advertising
4 6 (3.21%) Banking
5 5 (2.67%) Automotive
5 5 (2.67%) Marketing
6 4 (2.14%) Local Government
6 4 (2.14%) Manufacturing
7 3 (1.60%) Publishing
8 2 (1.07%) Corporate Banking
8 2 (1.07%) Games
8 2 (1.07%) General Ledger
8 2 (1.07%) Legal
8 2 (1.07%) Pharmaceutical
8 2 (1.07%) Telecoms
9 1 (0.53%) Front Office
Job Titles
1 82 (43.85%) Developer
2 52 (27.81%) Analyst
3 43 (22.99%) Business Intelligence Developer
4 27 (14.44%) Business Analyst
5 24 (12.83%) SSIS Developer
6 23 (12.30%) DBA
6 23 (12.30%) SQL Developer
7 22 (11.76%) SQL DBA
7 22 (11.76%) SSRS Developer
8 17 (9.09%) Oracle Analyst
9 16 (8.56%) Oracle Business Analyst
10 14 (7.49%) Microsoft BI Developer
10 14 (7.49%) Microsoft Developer
11 13 (6.95%) Administrator
12 12 (6.42%) Data Modeller
12 12 (6.42%) Report Developer
13 11 (5.88%) Business Intelligence Analyst
14 10 (5.35%) Analyst Developer
15 9 (4.81%) Architect
16 8 (4.28%) Business Developer
Libraries, Frameworks & Software Standards
1 26 (13.90%) .NET
2 25 (13.37%) MDX
3 19 (10.16%) Web Services
4 13 (6.95%) HTML
4 13 (6.95%) XML
5 11 (5.88%) ASP.NET
5 11 (5.88%) CSS
6 8 (4.28%) JDBC
6 8 (4.28%) JSP
7 5 (2.67%) HTML5
7 5 (2.67%) SOAP
7 5 (2.67%) XSL
8 4 (2.14%) Apache Sling
8 4 (2.14%) CSS3
8 4 (2.14%) DHTML
8 4 (2.14%) Entity Framework
8 4 (2.14%) ODBC
8 4 (2.14%) OSGi
8 4 (2.14%) Struts
8 4 (2.14%) Visualforce
Miscellaneous
1 28 (14.97%) Analytical Skills
2 25 (13.37%) Computer Science
3 21 (11.23%) Visualisation
4 17 (9.09%) Management Information System
5 13 (6.95%) Data Structures
6 11 (5.88%) Replication
7 8 (4.28%) Statistics
8 7 (3.74%) Enterprise Software
9 6 (3.21%) Mobile App
10 5 (2.67%) Data Extraction
10 5 (2.67%) Linked Data
10 5 (2.67%) Semantic Web
10 5 (2.67%) User Experience
11 4 (2.14%) Clustering
11 4 (2.14%) FMCG
11 4 (2.14%) Social Media
12 3 (1.60%) Life Science
12 3 (1.60%) Mathematics
12 3 (1.60%) Taxonomies
13 2 (1.07%) NHS
Operating Systems
1 18 (9.63%) Windows
2 4 (2.14%) Linux
2 4 (2.14%) Solaris
Processes & Methodologies
1 83 (44.39%) Business Intelligence
2 49 (26.20%) ETL
3 26 (13.90%) Continuous Integration
4 23 (12.30%) Data Analysis
5 22 (11.76%) TOGAF
6 21 (11.23%) Agile Software Development
6 21 (11.23%) Analytics
7 19 (10.16%) Time Management
8 18 (9.63%) System Testing
9 17 (9.09%) Performance Tuning
9 17 (9.09%) Stakeholder Management
10 16 (8.56%) Business Analysis
11 12 (6.42%) Inmon Methodology
11 12 (6.42%) Project Management
11 12 (6.42%) Translating Business Requirements
12 11 (5.88%) Data Management
12 11 (5.88%) Database Tuning
12 11 (5.88%) ITIL
12 11 (5.88%) Performance Monitoring
12 11 (5.88%) UML
Programming Languages
1 126 (67.38%) SQL
2 43 (22.99%) T-SQL
3 19 (10.16%) C#
4 16 (8.56%) Java
4 16 (8.56%) JavaScript
5 7 (3.74%) PHP
6 6 (3.21%) Ruby
6 6 (3.21%) VB
7 5 (2.67%) VB.NET
8 4 (2.14%) ABAP
8 4 (2.14%) Apex Code
8 4 (2.14%) C
8 4 (2.14%) C++
8 4 (2.14%) Perl
8 4 (2.14%) SPARQL
9 3 (1.60%) PowerShell
9 3 (1.60%) Tcl
10 2 (1.07%) MATLAB
10 2 (1.07%) XAML
11 1 (0.53%) VBA
Qualifications
1 37 (19.79%) Degree
2 2 (1.07%) MBA
2 2 (1.07%) Microsoft Certification
3 1 (0.53%) MCITP
3 1 (0.53%) MCTS
3 1 (0.53%) SAS Certification
Quality Assurance & Compliance
1 11 (5.88%) Data Quality
2 2 (1.07%) SLA
3 1 (0.53%) COBIT
3 1 (0.53%) ISO/IEC 20000
3 1 (0.53%) ISO/IEC 27001
Systems Management
1 5 (2.67%) OpenView
Vendors
1 46 (24.60%) Microsoft
2 38 (20.32%) Oracle
3 19 (10.16%) SAP
4 10 (5.35%) Cognos
4 10 (5.35%) Zoomdata
5 7 (3.74%) Salesforce.com
6 5 (2.67%) IBM
6 5 (2.67%) Tableau
7 4 (2.14%) Adobe
7 4 (2.14%) IDERA
8 2 (1.07%) Casewise
8 2 (1.07%) Google
8 2 (1.07%) RedGate
8 2 (1.07%) Siebel
8 2 (1.07%) Trillium
9 1 (0.53%) EPiServer
9 1 (0.53%) JD Edwards
9 1 (0.53%) MicroStrategy
9 1 (0.53%) Sitecore
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified Competitive salary with benefits
Posted: 6 days ago
Birmingham, West Midlands (County)
CGI
Salary: £60000 - £70000 per annum + benefits
Posted: 15 days ago
Halesowen, West Midlands (County)
In touch games
Salary: From £23,000 to £26,000 per annum + bi-annual pay reviews + flexible w
Posted: 26 days ago
Stoke on Trent
Computer Futures
Salary: £40000 - £48000 per annum + competitive
Posted: 23 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 16 days ago