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 22 February 2017 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
22 Feb 2017
Same period 2016 Same period 2015
Data Modelling
West Midlands / Birmingham
Rank 23 45 45
Rank change year-on-year
+22 0
Contract jobs citing Data Modelling 35 15 11
As % of all contract IT jobs located in Birmingham 5.44% 2.30% 1.81%
As % of the Processes & Methodologies category 6.84% 2.89% 2.44%
Number of daily rates quoted 27 12 8
Median daily rate £500 £433 £350
Median daily rate % change year-on-year
+15.60% +23.57%
90% offered a daily rate of more than £378 £401 £300
10% offered a daily rate of more than £518 £473 £416
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £51.00
% change year-on-year
-8.75% -8.66%

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
512 519 450
As % of all contract IT jobs located in Birmingham 79.63% 79.72% 74.01%
Number of daily rates quoted 338 337 272
Median daily rate £425 £380 £375
Median daily rate % change year-on-year
+11.84% +1.33%
90% offered a daily rate of more than £280 £220 £250
10% offered a daily rate of more than £513 £550 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 6 12 17
Median hourly rate £29.00 £15.00 £22.50
Median hourly rate % change year-on-year
+93.33% -33.33%
90% offered a hourly rate of more than £13.00 £10.73 £9.91
10% offered a hourly rate of more than £40.00 £49.00 £26.00
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

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 22 February 2017.

Data Modelling Daily Rate Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 22 February 2017, 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 19 (33.33%) Business Intelligence
2 18 (31.58%) SQL
3 14 (24.56%) Migration
4 13 (22.81%) Logical Data Model
5 12 (21.05%) Data Quality
5 12 (21.05%) Microsoft
6 11 (19.30%) Agile Software Development
7 9 (15.79%) Data Management
7 9 (15.79%) SAP
8 8 (14.04%) Java
8 8 (14.04%) Finance
8 8 (14.04%) Enterprise Architecture
8 8 (14.04%) Data Migration
8 8 (14.04%) Analytical Skills
8 8 (14.04%) API Development
9 7 (12.28%) SDLC
9 7 (12.28%) User Experience
9 7 (12.28%) Open Source
9 7 (12.28%) Ruby
9 7 (12.28%) Project Management
9 7 (12.28%) Management Information System
9 7 (12.28%) .NET
9 7 (12.28%) Python
9 7 (12.28%) CRM
9 7 (12.28%) Data Warehouse
10 6 (10.53%) MS Excel
10 6 (10.53%) SQL Server
10 6 (10.53%) Change Management
10 6 (10.53%) SQL Server Analysis Services
10 6 (10.53%) Team Foundation Server

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 1 (1.75%) Apache
1 1 (1.75%) Apache Pig
1 1 (1.75%) SAS
1 1 (1.75%) SharePoint
1 1 (1.75%) Tomcat
Applications
1 6 (10.53%) MS Excel
Business Applications
1 2 (3.51%) SAP IS-U
2 1 (1.75%) SAP CRM
Cloud Services
1 4 (7.02%) Microsoft Azure
2 1 (1.75%) Amazon AWS
2 1 (1.75%) Cloud Computing
Communications & Networking
1 1 (1.75%) Network Security
1 1 (1.75%) OpenLDAP
Database & Business Intelligence
1 7 (12.28%) Data Warehouse
2 6 (10.53%) SQL Server
2 6 (10.53%) SQL Server Analysis Services
3 5 (8.77%) DB2
3 5 (8.77%) EDRMS
3 5 (8.77%) SQL Server Integration Services
3 5 (8.77%) SQL Server Reporting Services
4 4 (7.02%) IBM InfoSphere
5 2 (3.51%) Big Data
5 2 (3.51%) BusinessObjects
5 2 (3.51%) Power BI
5 2 (3.51%) QlikView
5 2 (3.51%) Relational Database
5 2 (3.51%) SAP BW
6 1 (1.75%) Data Mart
6 1 (1.75%) DataStage
6 1 (1.75%) Informix
6 1 (1.75%) Oracle BI EE
6 1 (1.75%) PostgreSQL
6 1 (1.75%) RDBMS
Development Applications
1 6 (10.53%) Team Foundation Server
2 1 (1.75%) Bitbucket
2 1 (1.75%) Eclipse
2 1 (1.75%) Git (software)
2 1 (1.75%) Gradle
2 1 (1.75%) IntelliJ
2 1 (1.75%) Jenkins
2 1 (1.75%) JMeter
2 1 (1.75%) JProfiler
2 1 (1.75%) JUnit
2 1 (1.75%) Maven
2 1 (1.75%) SonarQube
General
1 8 (14.04%) Finance
2 2 (3.51%) Banking
3 1 (1.75%) Advertising
3 1 (1.75%) Retail
3 1 (1.75%) Telecoms
Job Titles
1 18 (31.58%) Architect
2 9 (15.79%) Analyst
2 9 (15.79%) Consultant
3 8 (14.04%) Digital Architect
3 8 (14.04%) Integration Architect
4 7 (12.28%) Developer
5 6 (10.53%) Data Analyst
5 6 (10.53%) Head of Development
6 5 (8.77%) Applications Support
6 5 (8.77%) Data Consultant
6 5 (8.77%) Head of Application Development
6 5 (8.77%) Head of Applications
6 5 (8.77%) SAP Consultant
7 4 (7.02%) Business Intelligence Developer
7 4 (7.02%) Data Quality Consultant
7 4 (7.02%) Excel Analyst
7 4 (7.02%) Head of Support
7 4 (7.02%) SAP Data Consultant
7 4 (7.02%) SAP Technical Consultant
7 4 (7.02%) Technical Consultant
Libraries, Frameworks & Software Standards
1 7 (12.28%) .NET
2 4 (7.02%) MDX
3 1 (1.75%) AngularJS
3 1 (1.75%) Backbone.js
3 1 (1.75%) Hibernate
3 1 (1.75%) Java EE
3 1 (1.75%) JPA
3 1 (1.75%) LAPP Stack
3 1 (1.75%) React
3 1 (1.75%) REST
3 1 (1.75%) RESTful
3 1 (1.75%) SOAP
3 1 (1.75%) Spring
3 1 (1.75%) Spring Boot
Miscellaneous
1 8 (14.04%) Analytical Skills
2 7 (12.28%) Management Information System
2 7 (12.28%) User Experience
3 4 (7.02%) Data Centre
3 4 (7.02%) Hybrid Cloud
4 1 (1.75%) Algorithms
4 1 (1.75%) Client/Server
4 1 (1.75%) Computer Science
4 1 (1.75%) Enterprise Software
4 1 (1.75%) Mainframe
4 1 (1.75%) Reference Data
Operating Systems
1 2 (3.51%) Linux
2 1 (1.75%) Unix
Processes & Methodologies
1 19 (33.33%) Business Intelligence
2 14 (24.56%) Migration
3 13 (22.81%) Logical Data Model
4 11 (19.30%) Agile Software Development
5 9 (15.79%) Data Management
6 8 (14.04%) API Development
6 8 (14.04%) Data Migration
6 8 (14.04%) Enterprise Architecture
7 7 (12.28%) CRM
7 7 (12.28%) Open Source
7 7 (12.28%) Project Management
7 7 (12.28%) SDLC
8 6 (10.53%) Case Management
8 6 (10.53%) Change Management
8 6 (10.53%) Cybersecurity
8 6 (10.53%) Kimball Methodology
9 5 (8.77%) Data Governance
9 5 (8.77%) ETL
9 5 (8.77%) Service Management
9 5 (8.77%) Workflow
Programming Languages
1 18 (31.58%) SQL
2 8 (14.04%) Java
3 7 (12.28%) Python
3 7 (12.28%) Ruby
4 6 (10.53%) Scala
5 5 (8.77%) T-SQL
6 3 (5.26%) C
7 2 (3.51%) JavaScript
8 1 (1.75%) ABAP
8 1 (1.75%) PHP
8 1 (1.75%) R
8 1 (1.75%) VB
Qualifications
1 4 (7.02%) Degree
2 2 (3.51%) BPSS Clearance
3 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 12 (21.05%) Data Quality
2 2 (3.51%) Basel II
3 1 (1.75%) Disclosure Scotland
3 1 (1.75%) IFRS
3 1 (1.75%) IFRS 9
3 1 (1.75%) QA
System Software
1 1 (1.75%) Docker
Systems Management
1 1 (1.75%) Nagios
1 1 (1.75%) Opscode Chef
1 1 (1.75%) Puppet
Vendors
1 12 (21.05%) Microsoft
2 9 (15.79%) SAP
3 5 (8.77%) IBM
4 2 (3.51%) Oracle
4 2 (3.51%) Teradata
5 1 (1.75%) Casewise
5 1 (1.75%) Cognos
5 1 (1.75%) Informatica
5 1 (1.75%) Netezza
5 1 (1.75%) Splunk