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

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 125 119 67
Rank change year-on-year
-6 -52
Permanent jobs citing Data Modelling 21 13 59
As % of all permanent IT jobs located in Birmingham 0.88% 0.64% 3.08%
As % of the Processes & Methodologies category 1.02% 0.75% 3.67%
Number of salaries quoted 17 9 53
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year
+5.88% -5.55%
90% offered a salary of more than £40,000 £27,500 £38,000
10% offered a salary of more than £61,000 £54,000 £56,200
UK excluding London median salary £47,500 £45,250 £45,000
% change year-on-year
+4.97% +0.55%
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
2054 1723 1607
As % of all permanent IT jobs located in Birmingham 86.41% 85.13% 83.92%
Number of salaries quoted 1498 1403 1412
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 £30,000 £30,000
10% offered a salary of more than £70,000 £67,500 £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 30 June 2016.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 30 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 Birmingham region with a requirement for Data Modelling.

1 54 (83.08%) SQL
2 38 (58.46%) Business Intelligence
3 36 (55.38%) SQL Server
4 33 (50.77%) SQL Server Integration Services
5 31 (47.69%) Microsoft
6 29 (44.62%) SQL Server Reporting Services
6 29 (44.62%) SQL Server Analysis Services
7 25 (38.46%) Relational Database
8 23 (35.38%) Data Warehouse
8 23 (35.38%) T-SQL
9 22 (33.85%) MS Excel
10 21 (32.31%) Visual Studio
10 21 (32.31%) MDX
11 20 (30.77%) ETL
12 19 (29.23%) .NET
12 19 (29.23%) Oracle
12 19 (29.23%) Continuous Integration
13 17 (26.15%) Finance
14 16 (24.62%) Oracle Reports
14 16 (24.62%) Time Management
14 16 (24.62%) Team Foundation Server
15 14 (21.54%) C#
16 12 (18.46%) Web Services
16 12 (18.46%) XML
17 11 (16.92%) ASP.NET
18 10 (15.38%) JavaScript
18 10 (15.38%) Agile Software Development
19 9 (13.85%) Data Structures
19 9 (13.85%) Java
19 9 (13.85%) BusinessObjects

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 5 (7.69%) BizTalk Server
1 5 (7.69%) SAS
2 1 (1.54%) Apache Pig
2 1 (1.54%) Apache Solr
2 1 (1.54%) Apache Spark
Applications
1 22 (33.85%) MS Excel
2 2 (3.08%) MS PowerPoint
3 1 (1.54%) MS Office
Business Applications
1 1 (1.54%) Dynamics AX
1 1 (1.54%) Dynamics CRM
1 1 (1.54%) Infor M3
1 1 (1.54%) Salesforce.com CRM
Cloud Services
1 7 (10.77%) SaaS
2 2 (3.08%) Microsoft Azure
3 1 (1.54%) Force.com
Communications & Networking
1 5 (7.69%) HTTP
2 4 (6.15%) TCP/IP
3 3 (4.62%) Internet
4 2 (3.08%) HTTPS
Database & Business Intelligence
1 36 (55.38%) SQL Server
2 33 (50.77%) SQL Server Integration Services
3 29 (44.62%) SQL Server Analysis Services
3 29 (44.62%) SQL Server Reporting Services
4 25 (38.46%) Relational Database
5 23 (35.38%) Data Warehouse
6 16 (24.62%) Oracle Reports
7 9 (13.85%) BusinessObjects
8 6 (9.23%) OLAP
8 6 (9.23%) SQL Server 2008
9 5 (7.69%) Data Mart
9 5 (7.69%) Power BI
9 5 (7.69%) QlikView
9 5 (7.69%) RDBMS
9 5 (7.69%) Snowflake Schema
9 5 (7.69%) SQL Server 2012
9 5 (7.69%) Star Schema
10 4 (6.15%) Lumira
10 4 (6.15%) SAP BW
11 3 (4.62%) SAP BI
Development Applications
1 21 (32.31%) Visual Studio
2 16 (24.62%) Team Foundation Server
3 2 (3.08%) Git (software)
3 2 (3.08%) LabVIEW
4 1 (1.54%) Visual Studio Tools for Office
General
1 17 (26.15%) Finance
2 6 (9.23%) Retail
3 4 (6.15%) Local Government
4 3 (4.62%) Banking
4 3 (4.62%) Publishing
5 2 (3.08%) Corporate Banking
5 2 (3.08%) Legal
5 2 (3.08%) Marketing
5 2 (3.08%) Telecoms
6 1 (1.54%) Advertising
6 1 (1.54%) Automotive
6 1 (1.54%) Front Office
6 1 (1.54%) Manufacturing
Job Titles
1 37 (56.92%) Developer
2 24 (36.92%) Business Intelligence Developer
3 19 (29.23%) SSIS Developer
4 18 (27.69%) SSRS Developer
5 14 (21.54%) Microsoft BI Developer
5 14 (21.54%) Microsoft Developer
6 9 (13.85%) DBA
6 9 (13.85%) SQL DBA
6 9 (13.85%) SQL Developer
7 8 (12.31%) Analyst
8 5 (7.69%) Analyst Developer
8 5 (7.69%) Business Intelligence Analyst
8 5 (7.69%) Consultant
8 5 (7.69%) Developer Analyst
8 5 (7.69%) Report Analyst
8 5 (7.69%) Report Developer
8 5 (7.69%) Systems Manager
9 4 (6.15%) .NET Developer
9 4 (6.15%) Business Manager
9 4 (6.15%) Business Systems Manager
Libraries, Frameworks & Software Standards
1 21 (32.31%) MDX
2 19 (29.23%) .NET
3 12 (18.46%) Web Services
3 12 (18.46%) XML
4 11 (16.92%) ASP.NET
5 8 (12.31%) HTML
6 7 (10.77%) CSS
7 5 (7.69%) JDBC
7 5 (7.69%) SOAP
7 5 (7.69%) XSL
8 4 (6.15%) DHTML
8 4 (6.15%) JMS
8 4 (6.15%) JSP
8 4 (6.15%) Visualforce
9 3 (4.62%) ASP.NET MVC
9 3 (4.62%) ASP.NET MVC 4
10 2 (3.08%) AngularJS
10 2 (3.08%) Caliburn.Micro
10 2 (3.08%) HTML5
10 2 (3.08%) OpenCV
Miscellaneous
1 9 (13.85%) Data Structures
2 6 (9.23%) Analytical Skills
2 6 (9.23%) Enterprise Software
3 5 (7.69%) Data Extraction
4 4 (6.15%) Clustering
4 4 (6.15%) Computer Science
5 3 (4.62%) Replication
6 2 (3.08%) Inversion of Control
6 2 (3.08%) Linked Data
6 2 (3.08%) Management Information System
6 2 (3.08%) Mathematics
6 2 (3.08%) Mobile App
6 2 (3.08%) Semantic Web
6 2 (3.08%) Statistics
6 2 (3.08%) User Experience
7 1 (1.54%) AS400
7 1 (1.54%) Data Integration
7 1 (1.54%) Fixed Income
7 1 (1.54%) Foreign Exchange (FX)
Operating Systems
1 5 (7.69%) Windows
2 2 (3.08%) Linux
2 2 (3.08%) Solaris
Processes & Methodologies
1 38 (58.46%) Business Intelligence
2 20 (30.77%) ETL
3 19 (29.23%) Continuous Integration
4 16 (24.62%) Time Management
5 10 (15.38%) Agile Software Development
6 8 (12.31%) Data Analysis
7 7 (10.77%) Data Management
8 6 (9.23%) CRM
8 6 (9.23%) Service Delivery
9 5 (7.69%) Kimball Methodology
9 5 (7.69%) Project Management
9 5 (7.69%) Refactoring
9 5 (7.69%) Test Scripting
10 4 (6.15%) Integration Testing
10 4 (6.15%) OO
10 4 (6.15%) Stakeholder Management
10 4 (6.15%) Waterfall
11 3 (4.62%) Disaster Recovery
11 3 (4.62%) MVC
11 3 (4.62%) PRINCE2
Programming Languages
1 54 (83.08%) SQL
2 23 (35.38%) T-SQL
3 14 (21.54%) C#
4 10 (15.38%) JavaScript
5 9 (13.85%) Java
6 6 (9.23%) VB
7 5 (7.69%) VB.NET
8 4 (6.15%) ABAP
8 4 (6.15%) Apex Code
8 4 (6.15%) PHP
8 4 (6.15%) Ruby
9 3 (4.62%) PowerShell
9 3 (4.62%) Tcl
10 2 (3.08%) C
10 2 (3.08%) C++
10 2 (3.08%) MATLAB
10 2 (3.08%) Perl
10 2 (3.08%) XAML
11 1 (1.54%) Python
11 1 (1.54%) VBA
Qualifications
1 7 (10.77%) Degree
2 1 (1.54%) MCITP
2 1 (1.54%) MCTS
2 1 (1.54%) Microsoft Certification
2 1 (1.54%) SAS Certification
Quality Assurance & Compliance
1 1 (1.54%) Data Quality
Systems Management
1 5 (7.69%) OpenView
Vendors
1 31 (47.69%) Microsoft
2 19 (29.23%) Oracle
3 8 (12.31%) SAP
4 7 (10.77%) Salesforce.com
5 3 (4.62%) Cognos
6 2 (3.08%) Siebel
7 1 (1.54%) IBM
7 1 (1.54%) JD Edwards
Birmingham, West Midlands (County)
Rullion IT Plus
Salary: £35000 - £50000 per annum + 10% bonus & more
Posted: 4 hours ago
Birmingham, West Midlands (County)
CGI
Salary: £60000 - £70000 per annum + benefits
Posted: 16 days ago