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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 22 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 84 91 89
Rank change year-on-year
+7 -2
Permanent jobs citing Data Modelling 43 40 19
As % of all permanent IT jobs located in Birmingham 1.98% 1.87% 1.13%
As % of the Processes & Methodologies category 2.56% 2.36% 1.59%
Number of salaries quoted 38 36 19
Average salary £43,750 £51,000 £50,000
Average salary % change year-on-year
-14.21% +2.00%
90% offered a salary of more than £37,500 £44,800 £37,500
10% offered a salary of more than £51,950 £75,000 £71,000
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
1680 1693 1195
As % of all permanent IT jobs located in Birmingham 77.38% 79.00% 71.34%
Number of salaries quoted 1446 1508 1029
Average salary £49,000 £45,000 £42,500
Average salary % change year-on-year
+8.88% +5.88%
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £70,000 £70,000 £67,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Modelling
Jobs Demand Trend in Birmingham

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Birmingham region as a proportion of the total demand within 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 22 August 2014.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 22 August 2014, IT jobs across the Birmingham region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 43 (48.86%) SQL
2 34 (38.64%) SQL Server
3 31 (35.23%) Degree
4 28 (31.82%) Microsoft
5 27 (30.68%) Business Intelligence
6 24 (27.27%) ETL
6 24 (27.27%) XML
7 23 (26.14%) Agile Software Development
8 22 (25.00%) C#
9 21 (23.86%) Web Services
9 21 (23.86%) Finance
10 20 (22.73%) Oracle
10 20 (22.73%) Business Analysis
11 19 (21.59%) UML
12 18 (20.45%) Stakeholder Management
13 17 (19.32%) MS Excel
13 17 (19.32%) CRM
13 17 (19.32%) SQL Server Integration Services
13 17 (19.32%) Waterfall
14 16 (18.18%) Use Case
14 16 (18.18%) BPMN
15 15 (17.05%) Security Cleared
15 15 (17.05%) SQL Server Reporting Services
16 14 (15.91%) Data Analysis
16 14 (15.91%) Cognos
16 14 (15.91%) Windows
16 14 (15.91%) .NET
16 14 (15.91%) SharePoint
16 14 (15.91%) Data Warehouse
17 13 (14.77%) IBM

Data Modelling
Top Related IT Skills in Birmingham by Category

For the 6 months to 22 August 2014, IT jobs across the Birmingham region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 14 (15.91%) SharePoint
2 10 (11.36%) BizTalk Server
3 4 (4.55%) Oracle Workflow
4 3 (3.41%) SAS
Applications
1 17 (19.32%) MS Excel
2 2 (2.27%) MS PowerPoint
3 1 (1.14%) SPSS
Business Applications
1 13 (14.77%) Cognos TM1
1 13 (14.77%) Dynamics CRM
2 12 (13.64%) Cognos Business Intelligence
3 4 (4.55%) Oracle Applications
3 4 (4.55%) Oracle Financials
3 4 (4.55%) Oracle Payables
3 4 (4.55%) Oracle Procure-to-Pay
3 4 (4.55%) Oracle Receivables
3 4 (4.55%) Oracle Assets
3 4 (4.55%) Oracle General Ledger
3 4 (4.55%) Oracle EBS R12
4 3 (3.41%) SAP BPC
5 2 (2.27%) Oracle EBS
5 2 (2.27%) Dynamics AX
5 2 (2.27%) SAP Oil and Gas
6 1 (1.14%) SAP IS-U
6 1 (1.14%) INSURE/90
6 1 (1.14%) Teamcenter
Cloud Services
1 1 (1.14%) Cloud Computing
Database & Business Intelligence
1 34 (38.64%) SQL Server
2 17 (19.32%) SQL Server Integration Services
3 15 (17.05%) SQL Server Reporting Services
4 14 (15.91%) Data Warehouse
5 11 (12.50%) Relational Database
6 4 (4.55%) OLAP
6 4 (4.55%) SAP BW
6 4 (4.55%) SAP HANA
7 3 (3.41%) RDBMS
7 3 (3.41%) DB2
8 2 (2.27%) Microsoft Analysis Services
8 2 (2.27%) Data Mining
8 2 (2.27%) Star Schema
8 2 (2.27%) BusinessObjects
8 2 (2.27%) SQL Server 2012
8 2 (2.27%) SQL Server 2008
8 2 (2.27%) Base SAS
8 2 (2.27%) BusinessObjects XI
8 2 (2.27%) SQL Server Analysis Services
9 1 (1.14%) Oracle OLAP
Development Applications
1 13 (14.77%) Team Foundation Server
2 4 (4.55%) ERwin
3 3 (3.41%) Talend Open Studio
General
1 21 (23.86%) Finance
2 8 (9.09%) Banking
2 8 (9.09%) Investment Banking
3 2 (2.27%) Retail
4 1 (1.14%) Marketing
4 1 (1.14%) Billing
4 1 (1.14%) Electronics
4 1 (1.14%) Telecoms
4 1 (1.14%) Manufacturing
4 1 (1.14%) Advertising
Job Titles
1 30 (34.09%) Analyst
2 27 (30.68%) Developer
3 24 (27.27%) Business Analyst
4 20 (22.73%) Consultant
5 13 (14.77%) Architect
5 13 (14.77%) Cognos Consultant
5 13 (14.77%) CRM Developer
6 12 (13.64%) Microsoft Developer
6 12 (13.64%) Business Intelligence Consultant
7 10 (11.36%) Business Architect
8 9 (10.23%) Senior Analyst
8 9 (10.23%) Senior Business Analyst
9 8 (9.09%) Financial Analyst
9 8 (9.09%) Financial Services Business Analyst
9 8 (9.09%) Senior Architect
9 8 (9.09%) Financial Business Analyst
9 8 (9.09%) IT Business Analyst
10 7 (7.95%) Dynamics CRM Developer
10 7 (7.95%) BizTalk Developer
11 6 (6.82%) Data Analyst
Libraries, Frameworks & Software Standards
1 24 (27.27%) XML
2 21 (23.86%) Web Services
3 14 (15.91%) .NET
4 13 (14.77%) Silverlight
5 12 (13.64%) WCF
5 12 (13.64%) SOAP
6 10 (11.36%) jQuery
6 10 (11.36%) HTML
6 10 (11.36%) CSS
7 9 (10.23%) HTML5
8 4 (4.55%) Reactive Extensions
8 4 (4.55%) Managed Extensibility Framework
9 2 (2.27%) COM
10 1 (1.14%) LINQ
10 1 (1.14%) Itk
Miscellaneous
1 8 (9.09%) Reference Data
2 4 (4.55%) Management Information System
2 4 (4.55%) Data Integration
3 3 (3.41%) Mainframe
4 2 (2.27%) Clustering
5 1 (1.14%) Mathematics
5 1 (1.14%) Statistics
5 1 (1.14%) Open Source
5 1 (1.14%) DTV
Operating Systems
1 14 (15.91%) Windows
2 2 (2.27%) UNIX
2 2 (2.27%) Linux
3 1 (1.14%) AIX
3 1 (1.14%) Solaris
Processes & Methodologies
1 27 (30.68%) Business Intelligence
2 24 (27.27%) ETL
3 23 (26.14%) Agile Software Development
4 20 (22.73%) Business Analysis
5 19 (21.59%) UML
6 18 (20.45%) Stakeholder Management
7 17 (19.32%) CRM
7 17 (19.32%) Waterfall
8 16 (18.18%) Use Case
8 16 (18.18%) BPMN
9 14 (15.91%) Data Analysis
10 12 (13.64%) Project Planning
10 12 (13.64%) User Acceptance Testing
10 12 (13.64%) TDD
10 12 (13.64%) Project Management
11 10 (11.36%) Workflow
12 9 (10.23%) Migration
12 9 (10.23%) OOP
12 9 (10.23%) OO
12 9 (10.23%) Unit Testing
Programming Languages
1 43 (48.86%) SQL
2 22 (25.00%) C#
3 10 (11.36%) JavaScript
4 5 (5.68%) ABAP
5 3 (3.41%) PL/SQL
6 2 (2.27%) T-SQL
7 1 (1.14%) Ruby
7 1 (1.14%) Python
7 1 (1.14%) Java
Qualifications
1 31 (35.23%) Degree
2 15 (17.05%) Security Cleared
3 11 (12.50%) SC Cleared
4 8 (9.09%) ISEB
5 4 (4.55%) Microsoft Certification
5 4 (4.55%) MCITP
Quality Assurance & Compliance
1 12 (13.64%) QA
2 11 (12.50%) Basel II
2 11 (12.50%) Solvency II
3 9 (10.23%) SLA
4 7 (7.95%) Data Quality
System Software
1 1 (1.14%) VMware Infrastructure
Vendors
1 28 (31.82%) Microsoft
2 20 (22.73%) Oracle
3 14 (15.91%) Cognos
4 13 (14.77%) IBM
5 12 (13.64%) CheckPoint
6 9 (10.23%) SAP
7 6 (6.82%) Business Objects
8 4 (4.55%) Informatica
9 3 (3.41%) Talend
10 2 (2.27%) Ab Initio
10 2 (2.27%) VMware
10 2 (2.27%) DataFlux
11 1 (1.14%) Casewise
11 1 (1.14%) Netezza
11 1 (1.14%) Sitecore
11 1 (1.14%) Vertica
11 1 (1.14%) Salesforce.com
11 1 (1.14%) EMC
11 1 (1.14%) MicroStrategy
11 1 (1.14%) Trillium