The following table provides summary statistics for contract job vacancies advertised in Birmingham with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
West Midlands / Birmingham
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 27 49 50
Rank change year-on-year +22 +1  
Contract jobs citing Data Modelling 29 9 12
As % of all contract IT jobs advertised in Birmingham 4.62% 1.39% 1.59%
As % of the Processes & Methodologies category 5.70% 1.71% 2.07%
Number of daily rates quoted 19 6 5
Median daily rate £450 £431 £400
Median daily rate % change year-on-year +4.34% +7.81%  
90% offered a daily rate of more than £370 £394 £385
10% offered a daily rate of more than £513 £513 £425
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Birmingham with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Birmingham
Contract job vacancies with a requirement for process and methodology skills 509 527 579
As % of all contract IT job vacancies advertised in Birmingham 81.05% 81.58% 76.49%
Number of daily rates quoted 341 330 368
Median daily rate £425 £376 £375
Median daily rate % change year-on-year +13.18% +0.13%  
90% offered a daily rate of more than £275 £250 £250
10% offered a daily rate of more than £500 £525 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 9 17 17
Median hourly rate £14.63 £17.95 £17.00
Median hourly rate % change year-on-year -18.52% +5.58%  
90% offered a hourly rate of more than £12.00 £9.63 £8.14
10% offered a hourly rate of more than £39.25 £39.60 £26.00
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Modelling
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Birmingham

Data Modelling
Contractor Daily Rate Trend in Birmingham

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

Contractor daily rate trend for Data Modelling in Birmingham

Data Modelling
Contractor Daily Rate Histogram in Birmingham

The daily rate distribution of IT jobs citing Data Modelling in Birmingham over the 3 months to 27 March 2017.

Contractor daily rate histogram for Data Modelling in Birmingham

Data Modelling
Top 30 Co-occurring IT Skills in Birmingham

For the 6 months to 27 March 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 18 (30.00%) Migration
2 17 (28.33%) Business Intelligence
3 14 (23.33%) SQL
4 13 (21.67%) Logical Data Model
5 12 (20.00%) Data Migration
5 12 (20.00%) Data Quality
5 12 (20.00%) Agile Software Development
5 12 (20.00%) Data Management
6 10 (16.67%) Java
7 9 (15.00%) SAP
7 9 (15.00%) Microsoft
8 8 (13.33%) Enterprise Architecture
8 8 (13.33%) Analytical Skills
8 8 (13.33%) API Development
9 7 (11.67%) SDLC
9 7 (11.67%) IT Strategy
9 7 (11.67%) User Experience
9 7 (11.67%) Open Source
9 7 (11.67%) Finance
9 7 (11.67%) Management Information System
9 7 (11.67%) Project Management
9 7 (11.67%) SQL Server
9 7 (11.67%) .NET
9 7 (11.67%) CRM
10 6 (10.00%) Data Warehouse
10 6 (10.00%) Python
10 6 (10.00%) Change Management
10 6 (10.00%) Ruby
10 6 (10.00%) Team Foundation Server
10 6 (10.00%) Scala

Data Modelling
Co-occurring 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 (1.67%) Apache
1 1 (1.67%) Apache Pig
1 1 (1.67%) SAS
1 1 (1.67%) SharePoint
1 1 (1.67%) Tomcat
Applications
1 3 (5.00%) MS Excel
Business Applications
1 2 (3.33%) SAP IS-U
2 1 (1.67%) SAP CRM
Cloud Services
1 4 (6.67%) Microsoft Azure
2 1 (1.67%) Amazon AWS
2 1 (1.67%) Cloud Computing
Communications & Networking
1 1 (1.67%) Network Security
1 1 (1.67%) OpenLDAP
Database & Business Intelligence
1 7 (11.67%) SQL Server
2 6 (10.00%) Data Warehouse
3 5 (8.33%) DB2
3 5 (8.33%) EDRMS
3 5 (8.33%) SQL Server Analysis Services
4 4 (6.67%) IBM InfoSphere
5 3 (5.00%) Power BI
5 3 (5.00%) Relational Database
5 3 (5.00%) SQL Server Reporting Services
6 2 (3.33%) Big Data
6 2 (3.33%) BusinessObjects
6 2 (3.33%) PostgreSQL
6 2 (3.33%) QlikView
6 2 (3.33%) SAP BW
6 2 (3.33%) SQL Server Integration Services
7 1 (1.67%) Hadoop
7 1 (1.67%) Oracle BI EE
7 1 (1.67%) Redis
7 1 (1.67%) SAP Data Services
7 1 (1.67%) SAP HANA
Development Applications
1 6 (10.00%) Team Foundation Server
2 1 (1.67%) Bitbucket
2 1 (1.67%) Eclipse
2 1 (1.67%) Git (software)
2 1 (1.67%) Gradle
2 1 (1.67%) IntelliJ
2 1 (1.67%) Jenkins
2 1 (1.67%) JMeter
2 1 (1.67%) JProfiler
2 1 (1.67%) JUnit
2 1 (1.67%) Maven
2 1 (1.67%) SonarQube
General
1 7 (11.67%) Finance
2 2 (3.33%) Banking
3 1 (1.67%) Advertising
3 1 (1.67%) Telecoms
Job Titles
1 18 (30.00%) Architect
2 9 (15.00%) Analyst
3 8 (13.33%) Digital Architect
3 8 (13.33%) Integration Architect
4 7 (11.67%) Consultant
5 6 (10.00%) Developer
5 6 (10.00%) Head of Development
6 5 (8.33%) Applications Support
6 5 (8.33%) Data Analyst
6 5 (8.33%) Data Consultant
6 5 (8.33%) Head of Application Development
6 5 (8.33%) Head of Applications
6 5 (8.33%) SAP Consultant
7 4 (6.67%) Data Migration Lead
7 4 (6.67%) Data Quality Consultant
7 4 (6.67%) Excel Analyst
7 4 (6.67%) Head of Support
7 4 (6.67%) SAP Data Consultant
7 4 (6.67%) SAP Technical Consultant
7 4 (6.67%) Technical Consultant
Libraries, Frameworks & Software Standards
1 7 (11.67%) .NET
2 3 (5.00%) Hibernate
2 3 (5.00%) Java EE
2 3 (5.00%) JPA
2 3 (5.00%) REST
2 3 (5.00%) SOAP
2 3 (5.00%) Spring
2 3 (5.00%) Spring Boot
3 2 (3.33%) MDX
3 2 (3.33%) Web Services
4 1 (1.67%) AngularJS
4 1 (1.67%) Backbone.js
4 1 (1.67%) LAPP Stack
4 1 (1.67%) React
4 1 (1.67%) RESTful
Miscellaneous
1 8 (13.33%) Analytical Skills
2 7 (11.67%) Management Information System
2 7 (11.67%) User Experience
3 4 (6.67%) Data Centre
3 4 (6.67%) Hybrid Cloud
4 1 (1.67%) Client/Server
4 1 (1.67%) Enterprise Software
4 1 (1.67%) Mainframe
4 1 (1.67%) Reference Data
Operating Systems
1 2 (3.33%) Linux
2 1 (1.67%) Unix
Processes & Methodologies
1 18 (30.00%) Migration
2 17 (28.33%) Business Intelligence
3 13 (21.67%) Logical Data Model
4 12 (20.00%) Agile Software Development
4 12 (20.00%) Data Management
4 12 (20.00%) Data Migration
5 8 (13.33%) API Development
5 8 (13.33%) Enterprise Architecture
6 7 (11.67%) CRM
6 7 (11.67%) IT Strategy
6 7 (11.67%) Open Source
6 7 (11.67%) Project Management
6 7 (11.67%) SDLC
7 6 (10.00%) Case Management
7 6 (10.00%) Change Management
7 6 (10.00%) Cybersecurity
8 5 (8.33%) Data Governance
8 5 (8.33%) ETL
8 5 (8.33%) Service Management
8 5 (8.33%) Workflow
Programming Languages
1 14 (23.33%) SQL
2 10 (16.67%) Java
3 6 (10.00%) Python
3 6 (10.00%) Ruby
3 6 (10.00%) Scala
4 3 (5.00%) C
5 2 (3.33%) JavaScript
6 1 (1.67%) ABAP
6 1 (1.67%) PHP
6 1 (1.67%) PL/SQL
6 1 (1.67%) T-SQL
Qualifications
1 3 (5.00%) Degree
2 2 (3.33%) BPSS Clearance
2 2 (3.33%) Security Cleared
3 1 (1.67%) SC Cleared
Quality Assurance & Compliance
1 12 (20.00%) Data Quality
2 1 (1.67%) Basel II
2 1 (1.67%) Disclosure Scotland
2 1 (1.67%) QA
System Software
1 1 (1.67%) Docker
Systems Management
1 1 (1.67%) Nagios
1 1 (1.67%) Opscode Chef
1 1 (1.67%) Puppet
Vendors
1 9 (15.00%) Microsoft
1 9 (15.00%) SAP
2 5 (8.33%) IBM
3 3 (5.00%) Oracle
4 2 (3.33%) Teradata
5 1 (1.67%) Casewise
5 1 (1.67%) Cognos
5 1 (1.67%) Informatica
5 1 (1.67%) Netezza
5 1 (1.67%) Splunk
Birmingham, West Midlands (County)
LA International
Rate: £500 - £525 per day
Posted: 5 days ago