The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Birmingham region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 50 43 58
Rank change year-on-year
-7 +15
Contract jobs citing Data Modelling 15 16 9
As % of all contract IT jobs located in Birmingham 2.01% 2.22% 1.16%
As % of the Processes & Methodologies category 2.61% 2.90% 1.58%
Number of daily rates quoted 8 14 3
Median daily rate £369 £450 £435
Median daily rate % change year-on-year
-18.05% +3.44%
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
Data Modelling
West Midlands

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

Processes & Methodologies Category
Birmingham
Contract IT job ads with a match in the
Processes & Methodologies category
574 551 569
As % of all contract IT jobs located in Birmingham 76.94% 76.42% 73.32%
Number of daily rates quoted 366 353 322
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £275 £250 £200
10% offered a daily rate of more than £550 £590 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 10 18 18
Median hourly rate £17.50 £17.50 £23.50
Median hourly rate % change year-on-year
- -25.53%
90% offered a hourly rate of more than £11.71 £10.59 £16.50
10% offered a hourly rate of more than £18.90 £42.50 £175.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Modelling
Jobs Demand Trend in Birmingham

The demand trend of contract jobs across the Birmingham region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Birmingham

Data Modelling
Daily Rate Trend in Birmingham

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

Data Modelling Daily Rate Trend in Birmingham

Data Modelling
Daily Rate Histogram in Birmingham

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Birmingham region over the 3 months to 25 September 2016.

Data Modelling Daily Rate Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 25 September 2016, IT contractor 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 contract ads across the Birmingham region with a requirement for Data Modelling.

1 13 (52.00%) Kimball Methodology
2 11 (44.00%) Business Intelligence
3 9 (36.00%) SQL Server Reporting Services
3 9 (36.00%) SQL Server Integration Services
4 8 (32.00%) Data Analysis
4 8 (32.00%) MDX
4 8 (32.00%) SQL Server Analysis Services
5 7 (28.00%) Microsoft
5 7 (28.00%) SQL
5 7 (28.00%) MS Excel
6 6 (24.00%) Information Management
6 6 (24.00%) Enterprise Architecture
7 5 (20.00%) Finance
7 5 (20.00%) Data Warehouse
8 4 (16.00%) ETL
8 4 (16.00%) T-SQL
8 4 (16.00%) Oracle
8 4 (16.00%) Management Information System
8 4 (16.00%) Retail
9 3 (12.00%) PL/SQL
9 3 (12.00%) Web Services
9 3 (12.00%) Linux
9 3 (12.00%) Data Architecture
9 3 (12.00%) Oracle Database
9 3 (12.00%) Data Quality
10 2 (8.00%) Relational Database
10 2 (8.00%) Analytics
10 2 (8.00%) Jenkins
10 2 (8.00%) Information Governance
10 2 (8.00%) hybris

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 2 (8.00%) JBoss
2 1 (4.00%) SAP Portal
2 1 (4.00%) SAS
Applications
1 7 (28.00%) MS Excel
2 1 (4.00%) Siemens NX
2 1 (4.00%) SPSS
Business Applications
1 1 (4.00%) SAP IS-U
1 1 (4.00%) Teamcenter
Database & Business Intelligence
1 9 (36.00%) SQL Server Integration Services
1 9 (36.00%) SQL Server Reporting Services
2 8 (32.00%) SQL Server Analysis Services
3 5 (20.00%) Data Warehouse
4 3 (12.00%) Oracle Database
5 2 (8.00%) Relational Database
6 1 (4.00%) BusinessObjects
6 1 (4.00%) BusinessObjects Web Intelligence
6 1 (4.00%) Data Mining
6 1 (4.00%) IBM InfoSphere
6 1 (4.00%) MongoDB
6 1 (4.00%) NoSQL
6 1 (4.00%) OLAP
6 1 (4.00%) OLAP Cube
6 1 (4.00%) Oracle Database 11g
6 1 (4.00%) Power BI
6 1 (4.00%) SAP BI
6 1 (4.00%) SAP BW
6 1 (4.00%) Xcelsius
Development Applications
1 2 (8.00%) Ant
1 2 (8.00%) Checkstyle
1 2 (8.00%) Eclipse
1 2 (8.00%) Jenkins
1 2 (8.00%) JUnit
1 2 (8.00%) QUnit
1 2 (8.00%) Selenium
1 2 (8.00%) Subversion
General
1 5 (20.00%) Finance
2 4 (16.00%) Retail
3 2 (8.00%) Banking
4 1 (4.00%) Law
4 1 (4.00%) Manufacturing
Job Titles
1 10 (40.00%) Developer
2 7 (28.00%) Business Intelligence Developer
3 6 (24.00%) Architect
3 6 (24.00%) Data Architect
4 4 (16.00%) Analyst
5 3 (12.00%) Consultant
5 3 (12.00%) Data Analyst
5 3 (12.00%) Oracle Developer
5 3 (12.00%) Process Analyst
6 2 (8.00%) Basel II Business Analyst
6 2 (8.00%) Business Analyst
6 2 (8.00%) Business Intelligence Consultant
6 2 (8.00%) Data Business Analyst
6 2 (8.00%) Data Modeller
6 2 (8.00%) Hybris Developer
6 2 (8.00%) Java Developer
6 2 (8.00%) JavaScript Developer
6 2 (8.00%) Risk Analyst
6 2 (8.00%) SQL BI Developer
6 2 (8.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (32.00%) MDX
2 3 (12.00%) Web Services
3 2 (8.00%) CSS
3 2 (8.00%) EJB
3 2 (8.00%) EJB 3.0
3 2 (8.00%) Hibernate
3 2 (8.00%) HTML
3 2 (8.00%) Java EE
3 2 (8.00%) JBoss Seam
3 2 (8.00%) JMS
3 2 (8.00%) JPA
3 2 (8.00%) JSTL
3 2 (8.00%) Struts
4 1 (4.00%) SAP Business Workflow
Miscellaneous
1 4 (16.00%) Management Information System
2 1 (4.00%) Algorithms
2 1 (4.00%) Computer Science
2 1 (4.00%) Mathematics
2 1 (4.00%) Neural Network
2 1 (4.00%) Physics
Operating Systems
1 3 (12.00%) Linux
Processes & Methodologies
1 13 (52.00%) Kimball Methodology
2 11 (44.00%) Business Intelligence
3 8 (32.00%) Data Analysis
4 6 (24.00%) Enterprise Architecture
4 6 (24.00%) Information Management
5 4 (16.00%) ETL
6 3 (12.00%) Data Architecture
7 2 (8.00%) Analytics
7 2 (8.00%) Data Analytics
7 2 (8.00%) Data Management
7 2 (8.00%) Data Mapping
7 2 (8.00%) Information Governance
7 2 (8.00%) MVC
7 2 (8.00%) SOA
7 2 (8.00%) Software Deployment
7 2 (8.00%) Workflow
8 1 (4.00%) Change Management
8 1 (4.00%) CRM
8 1 (4.00%) PLM
8 1 (4.00%) Validation
Programming Languages
1 7 (28.00%) SQL
2 4 (16.00%) T-SQL
3 3 (12.00%) PL/SQL
4 2 (8.00%) Java
4 2 (8.00%) JavaScript
5 1 (4.00%) Korn
5 1 (4.00%) Python
5 1 (4.00%) R
5 1 (4.00%) Ruby
5 1 (4.00%) Shell Script
5 1 (4.00%) VB
Qualifications
1 1 (4.00%) Degree
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
2 2 (8.00%) Basel II
Vendors
1 7 (28.00%) Microsoft
2 4 (16.00%) Oracle
3 2 (8.00%) Endeca
3 2 (8.00%) hybris
4 1 (4.00%) DataFlux
4 1 (4.00%) Informatica
4 1 (4.00%) MicroStrategy
4 1 (4.00%) SAP
4 1 (4.00%) Trillium