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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 160 149 139
Rank change year-on-year
-11 -10
Permanent jobs citing Data Modelling 80 76 78
As % of all permanent IT jobs located in the West Midlands 1.31% 1.44% 1.50%
As % of the Processes & Methodologies category 1.50% 1.70% 1.77%
Number of salaries quoted 65 55 65
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £38,500 £35,750 £32,000
10% offered a salary of more than £61,500 £57,500 £60,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
5341 4481 4409
As % of all permanent IT jobs located in the West Midlands 87.67% 85.08% 84.54%
Number of salaries quoted 4142 3723 3677
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year
- +1.19%
90% offered a salary of more than £27,500 £27,000 £29,000
10% offered a salary of more than £63,308 £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 24 May 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 24 May 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 -2 26 £45,000 +2.85% 3
Warwickshire -11 12 £50,000 -13.04% 5
Staffordshire 0 8 £37,500 -6.25% 1
Coventry +3 6 £42,000 -25.00% 1
Walsall -12 5 £44,000 -20.00%
Solihull +15 3 £45,000 +73.07%
Worcestershire -7 3 £90,000 +146.57%
West Bromwich -3 1 £39,000 -
Shropshire -22 1 - - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 24 May 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.

1 148 (63.25%) SQL
2 115 (49.15%) Business Intelligence
3 84 (35.90%) SQL Server
4 71 (30.34%) Data Warehouse
5 65 (27.78%) SQL Server Integration Services
6 63 (26.92%) Relational Database
7 59 (25.21%) SQL Server Reporting Services
7 59 (25.21%) ETL
8 53 (22.65%) Microsoft
9 52 (22.22%) SQL Server Analysis Services
10 50 (21.37%) Oracle
11 49 (20.94%) SAP
12 46 (19.66%) T-SQL
13 44 (18.80%) Finance
14 43 (18.38%) Degree
15 38 (16.24%) Analytics
16 37 (15.81%) BusinessObjects
17 35 (14.96%) MDX
18 34 (14.53%) MS Excel
19 33 (14.10%) Continuous Integration
20 32 (13.68%) Analytical Skills
21 29 (12.39%) Visual Studio
22 28 (11.97%) Computer Science
22 28 (11.97%) Time Management
23 26 (11.11%) Oracle Reports
23 26 (11.11%) Data Analysis
24 25 (10.68%) Agile Software Development
24 25 (10.68%) .NET
24 25 (10.68%) Team Foundation Server
24 25 (10.68%) Visualisation

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 (2.99%) NetWeaver
1 7 (2.99%) SAS
2 6 (2.56%) BizTalk Server
3 5 (2.14%) CMS
4 4 (1.71%) Adobe Experience Manager
4 4 (1.71%) Apache Solr
5 2 (0.85%) Apache Pig
5 2 (0.85%) SharePoint
6 1 (0.43%) Apache Spark
6 1 (0.43%) Confluence
6 1 (0.43%) Moodle
6 1 (0.43%) Sitecore CMS
6 1 (0.43%) Umbraco
Applications
1 34 (14.53%) MS Excel
2 6 (2.56%) Spreadsheet
3 3 (1.28%) MS PowerPoint
4 2 (0.85%) MS Visio
4 2 (0.85%) SPSS
5 1 (0.43%) MS Office
Business Applications
1 15 (6.41%) Oracle 11i
1 15 (6.41%) Oracle EBS R12
1 15 (6.41%) Oracle Financials
2 13 (5.56%) Oracle EBS
3 5 (2.14%) SAP FI
3 5 (2.14%) SAP FI-AP
3 5 (2.14%) SAP HR
3 5 (2.14%) SAP MM
3 5 (2.14%) SAP SD
4 4 (1.71%) IBM Operational Decision Manager
4 4 (1.71%) SAP CRM
5 3 (1.28%) Dynamics CRM
5 3 (1.28%) Oracle Applications
5 3 (1.28%) Oracle Assets
5 3 (1.28%) Oracle Cash Management
5 3 (1.28%) Oracle Payables
5 3 (1.28%) Oracle Receivables
5 3 (1.28%) SAP CO
5 3 (1.28%) SAP FI/CO
5 3 (1.28%) SAP Payroll
Cloud Services
1 10 (4.27%) SaaS
2 2 (0.85%) Google Analytics
2 2 (0.85%) Microsoft Azure
3 1 (0.43%) Force.com
Communications & Networking
1 5 (2.14%) HTTP
2 4 (1.71%) TCP/IP
3 2 (0.85%) Extranet
3 2 (0.85%) HTTPS
3 2 (0.85%) Internet
3 2 (0.85%) Intranet
Database & Business Intelligence
1 84 (35.90%) SQL Server
2 71 (30.34%) Data Warehouse
3 65 (27.78%) SQL Server Integration Services
4 63 (26.92%) Relational Database
5 59 (25.21%) SQL Server Reporting Services
6 52 (22.22%) SQL Server Analysis Services
7 37 (15.81%) BusinessObjects
8 26 (11.11%) Oracle Reports
9 17 (7.26%) QlikView
10 16 (6.84%) SAP BW
10 16 (6.84%) SAP HANA
11 14 (5.98%) SAP BI
12 11 (4.70%) SQL Server 2008
13 9 (3.85%) Hadoop
13 9 (3.85%) RDBMS
13 9 (3.85%) SQL Server 2012
14 7 (2.99%) OLAP
15 6 (2.56%) Data Mart
15 6 (2.56%) Snowflake Schema
15 6 (2.56%) Star Schema
Development Applications
1 29 (12.39%) Visual Studio
2 25 (10.68%) Team Foundation Server
3 5 (2.14%) JIRA
4 4 (1.71%) ERwin
4 4 (1.71%) Subversion
4 4 (1.71%) TeamCity
5 2 (0.85%) Git (software)
5 2 (0.85%) LabVIEW
6 1 (0.43%) Oracle Forms
6 1 (0.43%) Visual Studio Tools for Office
General
1 44 (18.80%) Finance
2 9 (3.85%) Marketing
2 9 (3.85%) Retail
3 7 (2.99%) Banking
4 6 (2.56%) Advertising
5 5 (2.14%) Manufacturing
5 5 (2.14%) Publishing
6 4 (1.71%) Automotive
6 4 (1.71%) Local Government
7 3 (1.28%) Games
7 3 (1.28%) General Ledger
8 2 (0.85%) Corporate Banking
8 2 (0.85%) Legal
9 1 (0.43%) Front Office
Job Titles
1 112 (47.86%) Developer
2 58 (24.79%) Business Intelligence Developer
3 54 (23.08%) Analyst
4 29 (12.39%) SSIS Developer
5 27 (11.54%) DBA
5 27 (11.54%) SSRS Developer
6 26 (11.11%) SQL DBA
6 26 (11.11%) SQL Developer
7 24 (10.26%) Architect
8 23 (9.83%) Business Analyst
9 19 (8.12%) Report Developer
10 18 (7.69%) Microsoft BI Developer
10 18 (7.69%) Microsoft Developer
11 17 (7.26%) Business Developer
11 17 (7.26%) SAP Developer
12 16 (6.84%) Administrator
13 15 (6.41%) Business Objects Developer
13 15 (6.41%) Oracle Analyst
14 14 (5.98%) Oracle Business Analyst
15 12 (5.13%) SAP BI Developer
Libraries, Frameworks & Software Standards
1 35 (14.96%) MDX
2 25 (10.68%) .NET
3 21 (8.97%) Web Services
4 14 (5.98%) XML
5 13 (5.56%) HTML
6 11 (4.70%) CSS
7 10 (4.27%) ASP.NET
8 9 (3.85%) JDBC
9 8 (3.42%) JSP
10 7 (2.99%) ODBC
11 6 (2.56%) HTML5
11 6 (2.56%) SOAP
11 6 (2.56%) XSL
12 5 (2.14%) CSS3
13 4 (1.71%) Apache Sling
13 4 (1.71%) DHTML
13 4 (1.71%) Entity Framework
13 4 (1.71%) OSGi
13 4 (1.71%) Struts
13 4 (1.71%) Visualforce
Miscellaneous
1 32 (13.68%) Analytical Skills
2 28 (11.97%) Computer Science
3 25 (10.68%) Visualisation
4 22 (9.40%) Data Structures
5 16 (6.84%) Management Information System
6 11 (4.70%) Replication
7 10 (4.27%) Statistics
8 9 (3.85%) User Experience
9 7 (2.99%) Enterprise Software
10 6 (2.56%) Linked Data
10 6 (2.56%) Mobile App
10 6 (2.56%) Semantic Web
10 6 (2.56%) Taxonomies
11 5 (2.14%) Data Extraction
11 5 (2.14%) FMCG
12 4 (1.71%) Life Science
12 4 (1.71%) Social Media
13 3 (1.28%) Clustering
13 3 (1.28%) Data Integration
13 3 (1.28%) Mathematics
Operating Systems
1 16 (6.84%) Windows
2 8 (3.42%) Linux
3 5 (2.14%) Solaris
4 3 (1.28%) Unix
5 2 (0.85%) Windows Server
Processes & Methodologies
1 115 (49.15%) Business Intelligence
2 59 (25.21%) ETL
3 38 (16.24%) Analytics
4 33 (14.10%) Continuous Integration
5 28 (11.97%) Time Management
6 26 (11.11%) Data Analysis
7 25 (10.68%) Agile Software Development
8 24 (10.26%) TOGAF
9 20 (8.55%) Stakeholder Management
10 19 (8.12%) Business Analysis
11 18 (7.69%) Translating Business Requirements
12 14 (5.98%) Data Management
12 14 (5.98%) Performance Tuning
12 14 (5.98%) System Testing
13 13 (5.56%) ITIL
14 12 (5.13%) CRM
15 11 (4.70%) Project Management
15 11 (4.70%) User Acceptance Testing
16 10 (4.27%) Kimball Methodology
16 10 (4.27%) Zachman Framework
Programming Languages
1 148 (63.25%) SQL
2 46 (19.66%) T-SQL
3 19 (8.12%) C#
4 16 (6.84%) Java
4 16 (6.84%) JavaScript
5 8 (3.42%) PHP
5 8 (3.42%) VB
6 7 (2.99%) Ruby
7 5 (2.14%) C
7 5 (2.14%) C++
7 5 (2.14%) Perl
7 5 (2.14%) SPARQL
8 4 (1.71%) Apex Code
8 4 (1.71%) VB.NET
9 3 (1.28%) ABAP
9 3 (1.28%) PowerShell
9 3 (1.28%) Shell Script
9 3 (1.28%) Tcl
10 2 (0.85%) MATLAB
10 2 (0.85%) XAML
Qualifications
1 43 (18.38%) Degree
2 3 (1.28%) MBA
2 3 (1.28%) Microsoft Certification
3 2 (0.85%) MCSD
3 2 (0.85%) MCSE
4 1 (0.43%) SAS Certification
Quality Assurance & Compliance
1 11 (4.70%) Data Quality
2 2 (0.85%) SLA
3 1 (0.43%) COBIT
3 1 (0.43%) ISO/IEC 20000
3 1 (0.43%) ISO/IEC 27001
3 1 (0.43%) QA
Systems Management
1 6 (2.56%) OpenView
Vendors
1 53 (22.65%) Microsoft
2 50 (21.37%) Oracle
3 49 (20.94%) SAP
4 14 (5.98%) Cognos
5 8 (3.42%) MicroStrategy
6 7 (2.99%) Salesforce.com
7 6 (2.56%) Zoomdata
8 4 (1.71%) Adobe
8 4 (1.71%) IBM
8 4 (1.71%) IDERA
8 4 (1.71%) Tableau
9 2 (0.85%) Casewise
9 2 (0.85%) Google
9 2 (0.85%) RedGate
9 2 (0.85%) Siebel
9 2 (0.85%) Teradata
9 2 (0.85%) Trillium
10 1 (0.43%) EPiServer
10 1 (0.43%) Sitecore
10 1 (0.43%) Vertica
Birmingham, West Midlands (County)
ISL
Posted: 2 hours ago
Burton-On-Trent, Staffordshire
EMBS Ltd
Salary: £55k - 60k per year + Benefits
Posted: 4 days ago
Coventry, West Midlands (County)
Harvey Nash plc
Salary: £35000 - £39000 per annum
Posted: 6 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 12 days ago
Warwick, CV34 5AH
First Utility
Salary: £45,000 - £55,000 + Bonus + Excellent Benefits
Posted: 14 days ago
Warwick, CV34 5AH
First Utility
Salary: £45,000 - £55,000 + Bonus + Excellent Benefits
Posted: 14 days ago
Birmingham
Edenhouse Solutions Ltd
Salary: Competitive with excellent benefits
Posted: 17 days ago
Birmingham, West Midlands (County)
CGI
Salary: £60000 - £70000 per annum + benefits
Posted: 20 days ago