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 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 107 85 90
Rank change year-on-year
-22 +5
Permanent jobs citing Data Modelling 27 42 20
As % of all permanent IT jobs located in Birmingham 1.16% 1.95% 1.17%
As % of the Processes & Methodologies category 1.45% 2.42% 1.68%
Number of salaries quoted 23 40 19
Average salary £50,000 £51,000 £48,500
Average salary % change year-on-year
-1.96% +5.15%
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
1859 1739 1192
As % of all permanent IT jobs located in Birmingham 80.09% 80.92% 69.67%
Number of salaries quoted 1611 1566 997
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £30,000 £27,500 £29,998
10% offered a salary of more than £72,000 £72,500 £65,000
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 19 September 2014.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 19 September 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 (51.19%) Agile Software Development
2 38 (45.24%) SQL
3 31 (36.90%) SQL Server
4 27 (32.14%) Degree
5 25 (29.76%) Analytical Skills
5 25 (29.76%) Business Intelligence
5 25 (29.76%) Microsoft
6 23 (27.38%) XML
7 22 (26.19%) ETL
8 21 (25.00%) Web Services
8 21 (25.00%) C#
8 21 (25.00%) Waterfall
9 20 (23.81%) UML
9 20 (23.81%) Business Analysis
10 19 (22.62%) Stakeholder Management
10 19 (22.62%) Security Cleared
11 17 (20.24%) Use Case
11 17 (20.24%) BPMN
11 17 (20.24%) CRM
12 16 (19.05%) MS Excel
12 16 (19.05%) Finance
13 15 (17.86%) Project Management
13 15 (17.86%) Oracle
13 15 (17.86%) SQL Server Integration Services
13 15 (17.86%) SC Cleared
14 14 (16.67%) .NET
14 14 (16.67%) SharePoint
14 14 (16.67%) Windows
14 14 (16.67%) SQL Server Reporting Services
15 13 (15.48%) Data Warehouse

Data Modelling
Top Related IT Skills in Birmingham by Category

For the 6 months to 19 September 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 (16.67%) SharePoint
2 10 (11.90%) BizTalk Server
3 3 (3.57%) SAS
4 2 (2.38%) Oracle Workflow
Applications
1 16 (19.05%) MS Excel
2 2 (2.38%) MS PowerPoint
3 1 (1.19%) SPSS
Business Applications
1 13 (15.48%) Dynamics CRM
2 12 (14.29%) Cognos TM1
3 11 (13.10%) Cognos Business Intelligence
4 3 (3.57%) SAP BPC
5 2 (2.38%) Oracle Payables
5 2 (2.38%) Oracle Procure-to-Pay
5 2 (2.38%) Oracle Receivables
5 2 (2.38%) Oracle Assets
5 2 (2.38%) Oracle General Ledger
5 2 (2.38%) Oracle EBS R12
5 2 (2.38%) SAP Oil and Gas
5 2 (2.38%) Dynamics AX
5 2 (2.38%) Oracle Financials
5 2 (2.38%) Oracle EBS
5 2 (2.38%) Oracle Applications
6 1 (1.19%) Teamcenter
6 1 (1.19%) SAP IS-U
6 1 (1.19%) INSURE/90
Cloud Services
1 1 (1.19%) Cloud Computing
Database & Business Intelligence
1 31 (36.90%) SQL Server
2 15 (17.86%) SQL Server Integration Services
3 14 (16.67%) SQL Server Reporting Services
4 13 (15.48%) Data Warehouse
5 8 (9.52%) Relational Database
6 4 (4.76%) SAP HANA
6 4 (4.76%) SAP BW
7 3 (3.57%) DB2
7 3 (3.57%) OLAP
7 3 (3.57%) RDBMS
8 2 (2.38%) Star Schema
8 2 (2.38%) BusinessObjects
8 2 (2.38%) BusinessObjects XI
8 2 (2.38%) Base SAS
8 2 (2.38%) Data Mining
8 2 (2.38%) SQL Server 2008
8 2 (2.38%) SQL Server 2012
9 1 (1.19%) SAS Data Integration Studio
9 1 (1.19%) Hadoop
9 1 (1.19%) Apache Hive
Development Applications
1 13 (15.48%) Team Foundation Server
2 4 (4.76%) ERwin
3 3 (3.57%) Talend Open Studio
General
1 16 (19.05%) Finance
2 4 (4.76%) Banking
2 4 (4.76%) Investment Banking
3 2 (2.38%) Retail
4 1 (1.19%) Billing
4 1 (1.19%) Marketing
4 1 (1.19%) Manufacturing
4 1 (1.19%) Electronics
4 1 (1.19%) Telecoms
Job Titles
1 29 (34.52%) Analyst
2 25 (29.76%) Business Analyst
2 25 (29.76%) Developer
3 19 (22.62%) Consultant
4 17 (20.24%) Architect
5 14 (16.67%) Business Architect
6 13 (15.48%) Senior Business Analyst
6 13 (15.48%) Senior Analyst
6 13 (15.48%) CRM Developer
7 12 (14.29%) Microsoft Developer
7 12 (14.29%) Senior Architect
7 12 (14.29%) Cognos Consultant
8 11 (13.10%) Business Intelligence Consultant
9 7 (8.33%) Data Analyst
9 7 (8.33%) Dynamics CRM Developer
9 7 (8.33%) BizTalk Developer
10 5 (5.95%) SAP Consultant
11 4 (4.76%) SAP BW Consultant
11 4 (4.76%) Financial Business Analyst
11 4 (4.76%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 23 (27.38%) XML
2 21 (25.00%) Web Services
3 14 (16.67%) .NET
4 13 (15.48%) Silverlight
5 12 (14.29%) SOAP
5 12 (14.29%) WCF
6 9 (10.71%) HTML
6 9 (10.71%) CSS
6 9 (10.71%) jQuery
6 9 (10.71%) HTML5
7 4 (4.76%) Reactive Extensions
7 4 (4.76%) Managed Extensibility Framework
8 1 (1.19%) Itk
8 1 (1.19%) COM
Miscellaneous
1 25 (29.76%) Analytical Skills
2 5 (5.95%) Reference Data
3 4 (4.76%) Data Integration
3 4 (4.76%) Management Information System
4 3 (3.57%) Mainframe
5 2 (2.38%) Clustering
6 1 (1.19%) Statistics
6 1 (1.19%) Mathematics
6 1 (1.19%) Open Source
6 1 (1.19%) User Experience
6 1 (1.19%) DTV
Operating Systems
1 14 (16.67%) Windows
2 2 (2.38%) UNIX
2 2 (2.38%) Linux
3 1 (1.19%) AIX
3 1 (1.19%) Solaris
Processes & Methodologies
1 43 (51.19%) Agile Software Development
2 25 (29.76%) Business Intelligence
3 22 (26.19%) ETL
4 21 (25.00%) Waterfall
5 20 (23.81%) UML
5 20 (23.81%) Business Analysis
6 19 (22.62%) Stakeholder Management
7 17 (20.24%) CRM
7 17 (20.24%) Use Case
7 17 (20.24%) BPMN
8 15 (17.86%) Project Management
9 13 (15.48%) Requirements Management
10 12 (14.29%) IDEF
10 12 (14.29%) Scrum
10 12 (14.29%) TDD
10 12 (14.29%) Project Planning
11 11 (13.10%) Data Analysis
12 9 (10.71%) Migration
12 9 (10.71%) OOP
12 9 (10.71%) OO
Programming Languages
1 38 (45.24%) SQL
2 21 (25.00%) C#
3 9 (10.71%) JavaScript
4 5 (5.95%) ABAP
5 3 (3.57%) PL/SQL
6 1 (1.19%) Java
6 1 (1.19%) Python
6 1 (1.19%) Ruby
6 1 (1.19%) T-SQL
Qualifications
1 27 (32.14%) Degree
2 19 (22.62%) Security Cleared
3 15 (17.86%) SC Cleared
4 12 (14.29%) ISEB
5 4 (4.76%) Microsoft Certification
5 4 (4.76%) MCITP
Quality Assurance & Compliance
1 10 (11.90%) Basel II
1 10 (11.90%) Solvency II
2 9 (10.71%) SLA
3 7 (8.33%) Data Quality
3 7 (8.33%) QA
System Software
1 1 (1.19%) VMware Infrastructure
Vendors
1 25 (29.76%) Microsoft
2 15 (17.86%) Oracle
3 13 (15.48%) Cognos
4 12 (14.29%) IBM
4 12 (14.29%) CheckPoint
5 9 (10.71%) SAP
6 6 (7.14%) Business Objects
7 4 (4.76%) Informatica
8 3 (3.57%) Talend
9 2 (2.38%) DataFlux
9 2 (2.38%) Ab Initio
9 2 (2.38%) VMware
10 1 (1.19%) Teradata
10 1 (1.19%) Kalido
10 1 (1.19%) Casewise
10 1 (1.19%) Netezza
10 1 (1.19%) MicroStrategy
10 1 (1.19%) Salesforce.com
10 1 (1.19%) Siebel
10 1 (1.19%) Trillium
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