The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 117 114 79
Rank change year-on-year
-3 -35
Permanent jobs citing Data Modelling 26 16 44
As % of all permanent IT jobs located in Birmingham 1.09% 0.89% 2.38%
As % of the Processes & Methodologies category 1.26% 1.04% 2.80%
Number of salaries quoted 24 14 40
Median salary £45,000 £43,750 £47,500
Median salary % change year-on-year
+2.85% -7.89%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
West Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Birmingham region.

Processes & Methodologies Category
Birmingham
Permanent IT job ads with a match in the
Processes & Methodologies category
2065 1532 1569
As % of all permanent IT jobs located in Birmingham 86.37% 85.59% 84.99%
Number of salaries quoted 1509 1232 1385
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year
- -5.26%
90% offered a salary of more than £27,500 £29,000 £30,000
10% offered a salary of more than £67,500 £70,000 £67,500
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 Birmingham

The demand trend of job ads across the Birmingham 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 Birmingham

Data Modelling
Salary Trend in Birmingham

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

Data Modelling Salary Trend in Birmingham

Data Modelling
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing Data Modelling across the Birmingham region over the 3 months to 27 May 2016.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 27 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 Birmingham region with a requirement for Data Modelling.

1 58 (79.45%) SQL
2 41 (56.16%) SQL Server
2 41 (56.16%) Business Intelligence
3 40 (54.79%) SQL Server Integration Services
4 36 (49.32%) SQL Server Reporting Services
5 35 (47.95%) Microsoft
6 34 (46.58%) SQL Server Analysis Services
7 29 (39.73%) Relational Database
8 27 (36.99%) T-SQL
9 26 (35.62%) MS Excel
10 25 (34.25%) Visual Studio
10 25 (34.25%) MDX
11 24 (32.88%) Data Warehouse
12 23 (31.51%) Continuous Integration
13 22 (30.14%) Oracle
14 20 (27.40%) ETL
15 19 (26.03%) Oracle Reports
15 19 (26.03%) Finance
15 19 (26.03%) Time Management
15 19 (26.03%) Team Foundation Server
16 17 (23.29%) .NET
17 14 (19.18%) C#
17 14 (19.18%) Web Services
18 13 (17.81%) Degree
18 13 (17.81%) XML
19 12 (16.44%) Agile Software Development
20 11 (15.07%) SAP
20 11 (15.07%) Data Structures
21 10 (13.70%) ASP.NET
21 10 (13.70%) JavaScript

Data Modelling
Top Related IT Skills in Birmingham 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 6 (8.22%) BizTalk Server
1 6 (8.22%) SAS
2 2 (2.74%) Apache Pig
2 2 (2.74%) Apache Solr
2 2 (2.74%) SharePoint
3 1 (1.37%) Apache Spark
3 1 (1.37%) Moodle
Applications
1 26 (35.62%) MS Excel
2 3 (4.11%) MS PowerPoint
3 2 (2.74%) MS Visio
Business Applications
1 3 (4.11%) Dynamics CRM
2 1 (1.37%) Salesforce.com CRM
2 1 (1.37%) SAP CO
2 1 (1.37%) SAP FI
2 1 (1.37%) SAP FI/CO
2 1 (1.37%) SAP FI-AP
2 1 (1.37%) SAP HR
2 1 (1.37%) SAP MM
2 1 (1.37%) SAP Payroll
2 1 (1.37%) SAP SD
Cloud Services
1 8 (10.96%) SaaS
2 2 (2.74%) Microsoft Azure
3 1 (1.37%) Force.com
Communications & Networking
1 5 (6.85%) HTTP
2 4 (5.48%) TCP/IP
3 2 (2.74%) Extranet
3 2 (2.74%) HTTPS
3 2 (2.74%) Internet
3 2 (2.74%) Intranet
Database & Business Intelligence
1 41 (56.16%) SQL Server
2 40 (54.79%) SQL Server Integration Services
3 36 (49.32%) SQL Server Reporting Services
4 34 (46.58%) SQL Server Analysis Services
5 29 (39.73%) Relational Database
6 24 (32.88%) Data Warehouse
7 19 (26.03%) Oracle Reports
8 9 (12.33%) BusinessObjects
9 6 (8.22%) Data Mart
9 6 (8.22%) OLAP
9 6 (8.22%) Power BI
9 6 (8.22%) QlikView
9 6 (8.22%) RDBMS
9 6 (8.22%) Snowflake Schema
9 6 (8.22%) SQL Server 2008
9 6 (8.22%) Star Schema
10 5 (6.85%) SAP BW
10 5 (6.85%) SQL Server 2012
11 3 (4.11%) SQL Server 2005
11 3 (4.11%) SQL Server 2014
Development Applications
1 25 (34.25%) Visual Studio
2 19 (26.03%) Team Foundation Server
3 2 (2.74%) Git (software)
3 2 (2.74%) LabVIEW
4 1 (1.37%) Visual Studio Tools for Office
General
1 19 (26.03%) Finance
2 5 (6.85%) Publishing
3 4 (5.48%) Banking
3 4 (5.48%) Local Government
3 4 (5.48%) Retail
4 3 (4.11%) Marketing
5 2 (2.74%) Corporate Banking
5 2 (2.74%) Legal
6 1 (1.37%) Advertising
6 1 (1.37%) Front Office
6 1 (1.37%) Manufacturing
Job Titles
1 40 (54.79%) Developer
2 27 (36.99%) Business Intelligence Developer
3 21 (28.77%) SSIS Developer
4 20 (27.40%) SSRS Developer
5 14 (19.18%) Microsoft BI Developer
5 14 (19.18%) Microsoft Developer
6 12 (16.44%) Analyst
7 9 (12.33%) DBA
7 9 (12.33%) SQL DBA
8 8 (10.96%) SQL Developer
9 6 (8.22%) Analyst Developer
9 6 (8.22%) Architect
9 6 (8.22%) Business Intelligence Analyst
9 6 (8.22%) Developer Analyst
9 6 (8.22%) Report Analyst
9 6 (8.22%) Report Developer
10 5 (6.85%) Systems Manager
11 4 (5.48%) Business Analyst
11 4 (5.48%) Business Manager
11 4 (5.48%) Business Systems Manager
Libraries, Frameworks & Software Standards
1 25 (34.25%) MDX
2 17 (23.29%) .NET
3 14 (19.18%) Web Services
4 13 (17.81%) XML
5 10 (13.70%) ASP.NET
6 8 (10.96%) HTML
7 7 (9.59%) CSS
8 6 (8.22%) JDBC
8 6 (8.22%) SOAP
8 6 (8.22%) XSL
9 4 (5.48%) DHTML
9 4 (5.48%) JMS
9 4 (5.48%) JSP
9 4 (5.48%) Visualforce
10 3 (4.11%) ASP.NET MVC
10 3 (4.11%) ASP.NET MVC 4
10 3 (4.11%) HTML5
10 3 (4.11%) ODBC
11 2 (2.74%) AngularJS
11 2 (2.74%) Caliburn.Micro
Miscellaneous
1 11 (15.07%) Data Structures
2 8 (10.96%) Analytical Skills
2 8 (10.96%) Computer Science
3 6 (8.22%) Enterprise Software
4 5 (6.85%) Data Extraction
5 4 (5.48%) Statistics
6 3 (4.11%) Clustering
6 3 (4.11%) Linked Data
6 3 (4.11%) Management Information System
6 3 (4.11%) Replication
6 3 (4.11%) Semantic Web
7 2 (2.74%) Data Integration
7 2 (2.74%) Inversion of Control
7 2 (2.74%) Mathematics
7 2 (2.74%) Mobile App
7 2 (2.74%) User Experience
8 1 (1.37%) Fixed Income
8 1 (1.37%) Ontologies
8 1 (1.37%) Taxonomies
8 1 (1.37%) Visualisation
Operating Systems
1 5 (6.85%) Windows
2 3 (4.11%) Linux
2 3 (4.11%) Solaris
Processes & Methodologies
1 41 (56.16%) Business Intelligence
2 23 (31.51%) Continuous Integration
3 20 (27.40%) ETL
4 19 (26.03%) Time Management
5 12 (16.44%) Agile Software Development
6 9 (12.33%) Data Management
7 8 (10.96%) CRM
8 7 (9.59%) Analytics
8 7 (9.59%) Data Analysis
9 6 (8.22%) Kimball Methodology
9 6 (8.22%) Refactoring
9 6 (8.22%) Service Delivery
9 6 (8.22%) Software Engineering
9 6 (8.22%) Test Scripting
10 5 (6.85%) OO
10 5 (6.85%) Project Management
11 4 (5.48%) Business Analysis
11 4 (5.48%) Process Improvement
11 4 (5.48%) Waterfall
11 4 (5.48%) Web Development
Programming Languages
1 58 (79.45%) SQL
2 27 (36.99%) T-SQL
3 14 (19.18%) C#
4 10 (13.70%) JavaScript
5 9 (12.33%) Java
6 8 (10.96%) VB
7 5 (6.85%) PHP
7 5 (6.85%) Ruby
8 4 (5.48%) Apex Code
8 4 (5.48%) VB.NET
9 3 (4.11%) ABAP
9 3 (4.11%) C
9 3 (4.11%) C++
9 3 (4.11%) Perl
9 3 (4.11%) PowerShell
9 3 (4.11%) Tcl
10 2 (2.74%) MATLAB
10 2 (2.74%) SPARQL
10 2 (2.74%) XAML
11 1 (1.37%) Python
Qualifications
1 13 (17.81%) Degree
2 2 (2.74%) MCSD
2 2 (2.74%) MCSE
2 2 (2.74%) Microsoft Certification
3 1 (1.37%) SAS Certification
Quality Assurance & Compliance
1 3 (4.11%) Data Quality
2 1 (1.37%) QA
Systems Management
1 6 (8.22%) OpenView
Vendors
1 35 (47.95%) Microsoft
2 22 (30.14%) Oracle
3 11 (15.07%) SAP
4 7 (9.59%) Salesforce.com
5 2 (2.74%) Siebel
6 1 (1.37%) MicroStrategy
6 1 (1.37%) Tableau
6 1 (1.37%) Teradata
6 1 (1.37%) Vertica
Birmingham, West Midlands (County)
ISL
Posted: 3 days ago
Birmingham
Edenhouse Solutions Ltd
Salary: Competitive with excellent benefits
Posted: 21 days ago
Birmingham, West Midlands (County)
CGI
Salary: £60000 - £70000 per annum + benefits
Posted: 23 days ago