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 2 December 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
2 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 43 47 51
Rank change year-on-year
+4 +4
Contract jobs citing Data Modelling 24 9 8
As % of all contract IT jobs located in Birmingham 3.33% 1.36% 1.17%
As % of the Processes & Methodologies category 4.07% 1.76% 1.61%
Number of daily rates quoted 13 7 7
Median daily rate £489 £450 £413
Median daily rate % change year-on-year
+8.66% +9.09%
90% offered a daily rate of more than £330 £434 £330
10% offered a daily rate of more than £600 £450 £475
UK excluding London median daily rate £450 £425 £441
% change year-on-year
+5.88% -3.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
589 512 497
As % of all contract IT jobs located in Birmingham 81.69% 77.22% 72.77%
Number of daily rates quoted 363 324 323
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £300 £250 £225
10% offered a daily rate of more than £550 £538 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 17 21 12
Median hourly rate £18.00 £17.50 £20.00
Median hourly rate % change year-on-year
+2.85% -12.50%
90% offered a hourly rate of more than £13.00 £10.73 £11.43
10% offered a hourly rate of more than £30.18 £49.00 £40.00
UK excluding London median hourly rate £30.00 £34.95 £25.00
% change year-on-year
-14.16% +39.80%

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 2 December 2016.

Data Modelling Daily Rate Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 2 December 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 17 (45.95%) SQL
1 17 (45.95%) Business Intelligence
2 11 (29.73%) SQL Server Analysis Services
2 11 (29.73%) Kimball Methodology
3 10 (27.03%) SQL Server Reporting Services
3 10 (27.03%) SQL Server Integration Services
3 10 (27.03%) Microsoft
4 9 (24.32%) Data Warehouse
4 9 (24.32%) MS Excel
4 9 (24.32%) MDX
5 8 (21.62%) Data Quality
6 7 (18.92%) Migration
6 7 (18.92%) ETL
6 7 (18.92%) SAP
7 6 (16.22%) T-SQL
8 5 (13.51%) Finance
8 5 (13.51%) IBM InfoSphere
9 4 (10.81%) Logical Data Model
9 4 (10.81%) Information Governance
9 4 (10.81%) Performance Monitoring
9 4 (10.81%) Microsoft Azure
9 4 (10.81%) Data Centre
9 4 (10.81%) Hybrid Cloud
9 4 (10.81%) IBM
9 4 (10.81%) Oracle
9 4 (10.81%) DB2
9 4 (10.81%) Linux
9 4 (10.81%) Retail
9 4 (10.81%) Data Architecture
10 3 (8.11%) Dimensional Modelling

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 (5.41%) JBoss
1 2 (5.41%) Oracle SOA Suite
2 1 (2.70%) Apache
2 1 (2.70%) Apache Pig
2 1 (2.70%) SAS
2 1 (2.70%) SharePoint
2 1 (2.70%) Tomcat
Applications
1 9 (24.32%) MS Excel
2 1 (2.70%) SPSS
Business Applications
1 1 (2.70%) SAP CRM
Cloud Services
1 4 (10.81%) Microsoft Azure
2 1 (2.70%) Amazon AWS
2 1 (2.70%) Cloud Computing
Communications & Networking
1 1 (2.70%) OpenLDAP
Database & Business Intelligence
1 11 (29.73%) SQL Server Analysis Services
2 10 (27.03%) SQL Server Integration Services
2 10 (27.03%) SQL Server Reporting Services
3 9 (24.32%) Data Warehouse
4 5 (13.51%) IBM InfoSphere
5 4 (10.81%) DB2
6 3 (8.11%) Oracle Database
6 3 (8.11%) Power BI
6 3 (8.11%) SQL Server
7 2 (5.41%) Big Data
7 2 (5.41%) QlikView
7 2 (5.41%) Relational Database
8 1 (2.70%) BusinessObjects
8 1 (2.70%) Data Mining
8 1 (2.70%) DataStage
8 1 (2.70%) Hadoop
8 1 (2.70%) OLAP
8 1 (2.70%) Oracle Database 11g
8 1 (2.70%) PostgreSQL
8 1 (2.70%) SAP BW
Development Applications
1 2 (5.41%) Ant
1 2 (5.41%) Checkstyle
1 2 (5.41%) Eclipse
1 2 (5.41%) Jenkins
1 2 (5.41%) JUnit
1 2 (5.41%) QUnit
1 2 (5.41%) Selenium
1 2 (5.41%) Subversion
2 1 (2.70%) JMeter
General
1 5 (13.51%) Finance
2 4 (10.81%) Retail
3 2 (5.41%) Banking
4 1 (2.70%) Advertising
4 1 (2.70%) Law
Job Titles
1 13 (35.14%) Developer
2 8 (21.62%) Analyst
2 8 (21.62%) Business Intelligence Developer
2 8 (21.62%) Consultant
3 6 (16.22%) Data Analyst
4 5 (13.51%) Architect
4 5 (13.51%) SAP Consultant
5 4 (10.81%) Data Consultant
5 4 (10.81%) Data Quality Consultant
5 4 (10.81%) SAP Data Consultant
5 4 (10.81%) SAP Technical Consultant
5 4 (10.81%) SQL BI Developer
5 4 (10.81%) SQL Developer
5 4 (10.81%) Technical Consultant
6 3 (8.11%) Business Intelligence Consultant
6 3 (8.11%) Enterprise Architect
6 3 (8.11%) Oracle Developer
6 3 (8.11%) Process Analyst
7 2 (5.41%) Business Analyst
7 2 (5.41%) Technical Architect
Libraries, Frameworks & Software Standards
1 9 (24.32%) MDX
2 2 (5.41%) CSS
2 2 (5.41%) EJB
2 2 (5.41%) EJB 3.0
2 2 (5.41%) Hibernate
2 2 (5.41%) HTML
2 2 (5.41%) Java EE
2 2 (5.41%) JBoss Seam
2 2 (5.41%) JMS
2 2 (5.41%) JPA
2 2 (5.41%) JSTL
2 2 (5.41%) Struts
2 2 (5.41%) Web Services
3 1 (2.70%) LAPP Stack
Miscellaneous
1 4 (10.81%) Data Centre
1 4 (10.81%) Hybrid Cloud
2 2 (5.41%) Mathematics
3 1 (2.70%) Algorithms
3 1 (2.70%) Analytical Skills
3 1 (2.70%) Computer Science
3 1 (2.70%) Data Integration
3 1 (2.70%) Neural Network
3 1 (2.70%) Physics
3 1 (2.70%) Reference Data
3 1 (2.70%) Statistics
Operating Systems
1 4 (10.81%) Linux
Processes & Methodologies
1 17 (45.95%) Business Intelligence
2 11 (29.73%) Kimball Methodology
3 7 (18.92%) ETL
3 7 (18.92%) Migration
4 4 (10.81%) Data Architecture
4 4 (10.81%) Information Governance
4 4 (10.81%) Logical Data Model
4 4 (10.81%) Performance Monitoring
5 3 (8.11%) Data Lineage
5 3 (8.11%) Data Migration
5 3 (8.11%) Dimensional Modelling
5 3 (8.11%) Enterprise Architecture
5 3 (8.11%) GAP Analysis
6 2 (5.41%) Agile Software Development
6 2 (5.41%) Analytics
6 2 (5.41%) Data Analysis
6 2 (5.41%) Data Mapping
6 2 (5.41%) MVC
6 2 (5.41%) SOA
6 2 (5.41%) Software Deployment
Programming Languages
1 17 (45.95%) SQL
2 6 (16.22%) T-SQL
3 3 (8.11%) Java
3 3 (8.11%) JavaScript
3 3 (8.11%) PL/SQL
4 1 (2.70%) ABAP
4 1 (2.70%) Korn
4 1 (2.70%) PHP
4 1 (2.70%) Python
4 1 (2.70%) R
4 1 (2.70%) Ruby
4 1 (2.70%) Shell Script
4 1 (2.70%) VB
Qualifications
1 2 (5.41%) Degree
Quality Assurance & Compliance
1 8 (21.62%) Data Quality
2 2 (5.41%) Basel II
System Software
1 1 (2.70%) Docker
Systems Management
1 1 (2.70%) Nagios
1 1 (2.70%) Opscode Chef
1 1 (2.70%) Puppet
Vendors
1 10 (27.03%) Microsoft
2 7 (18.92%) SAP
3 4 (10.81%) IBM
3 4 (10.81%) Oracle
4 2 (5.41%) Endeca
4 2 (5.41%) hybris
5 1 (2.70%) Casewise
5 1 (2.70%) DataFlux
5 1 (2.70%) Informatica
5 1 (2.70%) MicroStrategy
5 1 (2.70%) Splunk
5 1 (2.70%) Trillium
Birmingham
CPS Group Limited
Posted: 8 days ago