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

3 months to
2 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 112 107 82
Rank change year-on-year
-5 -25
Permanent jobs citing Data Modelling 36 22 39
As % of all permanent IT jobs located in Birmingham 1.46% 1.20% 2.14%
As % of the Processes & Methodologies category 1.69% 1.40% 2.55%
Number of salaries quoted 34 19 38
Median salary £45,000 £45,000 £47,500
Median salary % change year-on-year
- -5.26%
90% offered a salary of more than £41,500 £35,000 £35,000
10% offered a salary of more than £58,500 £57,000 £55,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
2133 1571 1532
As % of all permanent IT jobs located in Birmingham 86.71% 85.52% 84.22%
Number of salaries quoted 1568 1257 1335
Median salary £45,000 £42,500 £47,500
Median salary % change year-on-year
+5.88% -10.52%
90% offered a salary of more than £27,500 £27,500 £30,000
10% offered a salary of more than £65,000 £70,000 £70,000
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 2 May 2016.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 2 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 57 (75.00%) SQL
2 43 (56.58%) Business Intelligence
3 41 (53.95%) SQL Server
4 40 (52.63%) SQL Server Integration Services
5 36 (47.37%) SQL Server Reporting Services
6 35 (46.05%) Microsoft
7 34 (44.74%) SQL Server Analysis Services
8 29 (38.16%) Relational Database
9 28 (36.84%) Data Warehouse
10 27 (35.53%) T-SQL
11 26 (34.21%) MS Excel
12 25 (32.89%) Visual Studio
12 25 (32.89%) MDX
13 23 (30.26%) Continuous Integration
14 21 (27.63%) Oracle
14 21 (27.63%) ETL
15 19 (25.00%) Oracle Reports
15 19 (25.00%) Finance
15 19 (25.00%) Time Management
15 19 (25.00%) Team Foundation Server
16 17 (22.37%) .NET
17 16 (21.05%) Degree
18 14 (18.42%) C#
18 14 (18.42%) Web Services
19 13 (17.11%) XML
20 12 (15.79%) SAP
21 11 (14.47%) Agile Software Development
21 11 (14.47%) Data Structures
22 10 (13.16%) Data Management
22 10 (13.16%) Computer Science

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 (7.89%) BizTalk Server
1 6 (7.89%) SAS
2 2 (2.63%) Apache Pig
2 2 (2.63%) Apache Solr
2 2 (2.63%) SharePoint
3 1 (1.32%) Apache Spark
3 1 (1.32%) Moodle
Applications
1 26 (34.21%) MS Excel
2 3 (3.95%) MS PowerPoint
3 2 (2.63%) MS Visio
4 1 (1.32%) Spreadsheet
Business Applications
1 3 (3.95%) Dynamics CRM
2 2 (2.63%) SAP CO
2 2 (2.63%) SAP FI
2 2 (2.63%) SAP FI/CO
2 2 (2.63%) SAP FI-AP
2 2 (2.63%) SAP HR
2 2 (2.63%) SAP MM
2 2 (2.63%) SAP Payroll
2 2 (2.63%) SAP SD
3 1 (1.32%) Salesforce.com CRM
Cloud Services
1 8 (10.53%) SaaS
2 2 (2.63%) Microsoft Azure
3 1 (1.32%) Force.com
Communications & Networking
1 5 (6.58%) HTTP
2 4 (5.26%) TCP/IP
3 2 (2.63%) Extranet
3 2 (2.63%) HTTPS
3 2 (2.63%) Internet
3 2 (2.63%) Intranet
Database & Business Intelligence
1 41 (53.95%) SQL Server
2 40 (52.63%) SQL Server Integration Services
3 36 (47.37%) SQL Server Reporting Services
4 34 (44.74%) SQL Server Analysis Services
5 29 (38.16%) Relational Database
6 28 (36.84%) Data Warehouse
7 19 (25.00%) Oracle Reports
8 9 (11.84%) BusinessObjects
9 7 (9.21%) SAP BW
10 6 (7.89%) Data Mart
10 6 (7.89%) OLAP
10 6 (7.89%) Power BI
10 6 (7.89%) QlikView
10 6 (7.89%) RDBMS
10 6 (7.89%) Snowflake Schema
10 6 (7.89%) SQL Server 2008
10 6 (7.89%) Star Schema
11 5 (6.58%) SAP HANA
11 5 (6.58%) SQL Server 2012
12 3 (3.95%) SQL Server 2005
Development Applications
1 25 (32.89%) Visual Studio
2 19 (25.00%) Team Foundation Server
3 2 (2.63%) Git (software)
3 2 (2.63%) LabVIEW
4 1 (1.32%) Visual Studio Tools for Office
General
1 19 (25.00%) Finance
2 5 (6.58%) Publishing
3 4 (5.26%) Banking
3 4 (5.26%) Local Government
3 4 (5.26%) Retail
4 3 (3.95%) Marketing
5 2 (2.63%) Corporate Banking
5 2 (2.63%) Legal
6 1 (1.32%) Advertising
6 1 (1.32%) Front Office
6 1 (1.32%) Manufacturing
Job Titles
1 41 (53.95%) Developer
2 28 (36.84%) Business Intelligence Developer
3 21 (27.63%) SSIS Developer
4 20 (26.32%) SSRS Developer
5 13 (17.11%) Microsoft BI Developer
5 13 (17.11%) Microsoft Developer
6 12 (15.79%) Analyst
7 9 (11.84%) DBA
7 9 (11.84%) SQL DBA
8 8 (10.53%) Architect
8 8 (10.53%) SQL Developer
9 6 (7.89%) Analyst Developer
9 6 (7.89%) Business Intelligence Analyst
9 6 (7.89%) Developer Analyst
9 6 (7.89%) Report Analyst
9 6 (7.89%) Report Developer
10 5 (6.58%) Systems Manager
11 4 (5.26%) Business Manager
11 4 (5.26%) Business Systems Manager
12 3 (3.95%) QlikView Developer
Libraries, Frameworks & Software Standards
1 25 (32.89%) MDX
2 17 (22.37%) .NET
3 14 (18.42%) Web Services
4 13 (17.11%) XML
5 10 (13.16%) ASP.NET
6 8 (10.53%) HTML
7 7 (9.21%) CSS
8 6 (7.89%) JDBC
8 6 (7.89%) SOAP
8 6 (7.89%) XSL
9 4 (5.26%) DHTML
9 4 (5.26%) JMS
9 4 (5.26%) JSP
9 4 (5.26%) ODBC
9 4 (5.26%) Visualforce
10 3 (3.95%) ASP.NET MVC
10 3 (3.95%) ASP.NET MVC 4
10 3 (3.95%) HTML5
11 2 (2.63%) CSS3
11 2 (2.63%) Entity Framework
Miscellaneous
1 11 (14.47%) Data Structures
2 10 (13.16%) Computer Science
3 8 (10.53%) Analytical Skills
4 6 (7.89%) Enterprise Software
5 5 (6.58%) Data Extraction
5 5 (6.58%) Management Information System
6 4 (5.26%) Statistics
7 3 (3.95%) Clustering
7 3 (3.95%) Data Integration
7 3 (3.95%) Linked Data
7 3 (3.95%) Replication
7 3 (3.95%) Semantic Web
8 2 (2.63%) Inversion of Control
8 2 (2.63%) Mathematics
8 2 (2.63%) Mobile App
8 2 (2.63%) User Experience
9 1 (1.32%) Foreign Exchange (FX)
9 1 (1.32%) Ontologies
9 1 (1.32%) Taxonomies
9 1 (1.32%) Visualisation
Operating Systems
1 5 (6.58%) Windows
2 3 (3.95%) Linux
2 3 (3.95%) Solaris
Processes & Methodologies
1 43 (56.58%) Business Intelligence
2 23 (30.26%) Continuous Integration
3 21 (27.63%) ETL
4 19 (25.00%) Time Management
5 11 (14.47%) Agile Software Development
6 10 (13.16%) Data Management
7 9 (11.84%) Analytics
8 8 (10.53%) CRM
8 8 (10.53%) Service Delivery
9 7 (9.21%) Data Analysis
10 6 (7.89%) Kimball Methodology
10 6 (7.89%) Process Improvement
10 6 (7.89%) Refactoring
10 6 (7.89%) Software Engineering
10 6 (7.89%) Test Scripting
11 5 (6.58%) Logistics
11 5 (6.58%) OO
11 5 (6.58%) Project Management
12 4 (5.26%) Web Development
13 3 (3.95%) Use Case
Programming Languages
1 57 (75.00%) SQL
2 27 (35.53%) T-SQL
3 14 (18.42%) C#
4 10 (13.16%) JavaScript
5 9 (11.84%) Java
6 8 (10.53%) VB
7 5 (6.58%) PHP
7 5 (6.58%) Ruby
8 4 (5.26%) Apex Code
8 4 (5.26%) VB.NET
9 3 (3.95%) C
9 3 (3.95%) C++
9 3 (3.95%) Perl
9 3 (3.95%) PowerShell
9 3 (3.95%) Tcl
10 2 (2.63%) ABAP
10 2 (2.63%) MATLAB
10 2 (2.63%) SPARQL
10 2 (2.63%) XAML
11 1 (1.32%) Python
Qualifications
1 16 (21.05%) Degree
2 2 (2.63%) MCSD
2 2 (2.63%) MCSE
2 2 (2.63%) Microsoft Certification
3 1 (1.32%) SAS Certification
Quality Assurance & Compliance
1 4 (5.26%) Data Quality
2 1 (1.32%) QA
Systems Management
1 6 (7.89%) OpenView
Vendors
1 35 (46.05%) Microsoft
2 21 (27.63%) Oracle
3 12 (15.79%) SAP
4 7 (9.21%) Salesforce.com
5 2 (2.63%) Siebel
6 1 (1.32%) MicroStrategy
6 1 (1.32%) Tableau
6 1 (1.32%) Teradata
6 1 (1.32%) Vertica
Birmingham
Applause IT Ltd
Salary: £25000 - £35000 per annum + benefits!
Posted: 10 days ago
Birmingham
Nigel Frank International Ltd
Salary: £32000 - £40000 per annum + Pension, Negotiable
Posted: 19 days ago