The following table provides summary statistics for contract job vacancies advertised in the West Midlands 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 24 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / West Midlands
Rank 59 30 60
Rank change year-on-year -29 +30  
Contract jobs citing Data Modelling 62 125 62
As % of all contract IT jobs advertised in the West Midlands 2.69% 4.66% 2.48%
As % of the Processes & Methodologies category 3.36% 5.65% 3.30%
Number of daily rates quoted 35 50 25
Median daily rate £435 £460 £450
Median daily rate % change year-on-year -5.43% +2.22%  
90% offered a daily rate of more than £361 £319 £375
10% offered a daily rate of more than £513 £553 £590
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 the West Midlands with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Midlands
Contract job vacancies with a requirement for process and methodology skills 1846 2211 1879
As % of all contract IT job vacancies advertised in the West Midlands 80.09% 82.41% 75.13%
Number of daily rates quoted 1186 1223 1062
Median daily rate £413 £400 £388
Median daily rate % change year-on-year +3.12% +3.22%  
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £523 £550 £530
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 61 43 110
Median hourly rate £24.50 £18.00 £30.00
Median hourly rate % change year-on-year +36.11% -40.00%  
90% offered a hourly rate of more than £12.00 £10.73 £13.06
10% offered a hourly rate of more than £35.00 £35.25 £39.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Modelling
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands 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 the West Midlands

Data Modelling
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for Data Modelling in the West Midlands

Data Modelling
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Data Modelling in the West Midlands over the 3 months to 24 March 2017.

Contractor daily rate histogram for Data Modelling in the West Midlands

Data Modelling
Contractor Hourly Rate Trend in the West Midlands

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling in the West Midlands.

Contractor hourly rate trend for Data Modelling in the West Midlands

Data Modelling
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the West Midlands region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +19 30 £450 +4.34% 3
Coventry -1 9 £400 -3.03% 2
Warwickshire -20 7 £445 -19.09% 2
Kingswinford - 2 £368 -
Walsall - 2 £378 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 24 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 West Midlands region with a requirement for Data Modelling.

1 49 (36.84%) Business Intelligence
2 40 (30.08%) SQL
3 36 (27.07%) Migration
4 32 (24.06%) Agile Software Development
5 23 (17.29%) Microsoft
5 23 (17.29%) Finance
5 23 (17.29%) Logical Data Model
6 22 (16.54%) Data Warehouse
7 20 (15.04%) SAP
8 19 (14.29%) Data Management
8 19 (14.29%) Data Migration
9 18 (13.53%) Data Quality
9 18 (13.53%) Analytics
9 18 (13.53%) SQL Server
10 16 (12.03%) ETL
10 16 (12.03%) Data Analysis
11 14 (10.53%) Analytical Skills
12 13 (9.77%) Project Management
12 13 (9.77%) BusinessObjects
12 13 (9.77%) MS Excel
13 12 (9.02%) IBM
13 12 (9.02%) Oracle
13 12 (9.02%) Team Foundation Server
14 11 (8.27%) Open Source
14 11 (8.27%) Service Management
14 11 (8.27%) SQL Server Reporting Services
15 10 (7.52%) Enterprise Architecture
15 10 (7.52%) SQL Server Analysis Services
15 10 (7.52%) Systems Analysis
15 10 (7.52%) DB2

Data Modelling
Top Related IT Skills in the West Midlands 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 5 (3.76%) CMS
2 4 (3.01%) SAS
3 2 (1.50%) Confluence
3 2 (1.50%) Documentum
3 2 (1.50%) Tomcat
4 1 (0.75%) Apache
4 1 (0.75%) Apache Pig
4 1 (0.75%) BizTalk Server
4 1 (0.75%) JBoss
4 1 (0.75%) SharePoint
4 1 (0.75%) WebLogic
Applications
1 13 (9.77%) MS Excel
2 4 (3.01%) MS Office
3 3 (2.26%) MS Visio
4 2 (1.50%) SPSS
5 1 (0.75%) Spreadsheet
Business Applications
1 2 (1.50%) SAP CAR
1 2 (1.50%) SAP ERP
1 2 (1.50%) SAP IS-U
2 1 (0.75%) Dynamics CRM
2 1 (0.75%) Remedy AR System
2 1 (0.75%) Remedy ITSM
2 1 (0.75%) SAP CRM
Cloud Services
1 5 (3.76%) Microsoft Azure
2 3 (2.26%) Amazon AWS
3 1 (0.75%) Cloud Computing
Communications & Networking
1 7 (5.26%) Network Security
2 1 (0.75%) Internet
2 1 (0.75%) LDAP
2 1 (0.75%) OpenLDAP
Database & Business Intelligence
1 22 (16.54%) Data Warehouse
2 18 (13.53%) SQL Server
3 13 (9.77%) BusinessObjects
4 11 (8.27%) SQL Server Reporting Services
5 10 (7.52%) DB2
5 10 (7.52%) SQL Server Analysis Services
6 9 (6.77%) SQL Server Integration Services
7 8 (6.02%) Relational Database
7 8 (6.02%) SAP HANA
8 6 (4.51%) Big Data
8 6 (4.51%) BusinessObjects Business Intelligence
8 6 (4.51%) QlikView
9 5 (3.76%) EDRMS
9 5 (3.76%) IBM InfoSphere
9 5 (3.76%) Oracle BI EE
9 5 (3.76%) Power BI
9 5 (3.76%) SAP BW
10 4 (3.01%) MongoDB
10 4 (3.01%) OLAP
11 3 (2.26%) RDBMS
Development Applications
1 12 (9.02%) Team Foundation Server
2 4 (3.01%) Git (software)
3 2 (1.50%) Jenkins
3 2 (1.50%) JIRA
3 2 (1.50%) Maven
4 1 (0.75%) Ant
4 1 (0.75%) Atlassian Bamboo
4 1 (0.75%) Bitbucket
4 1 (0.75%) CA Gen
4 1 (0.75%) Eclipse
4 1 (0.75%) Gradle
4 1 (0.75%) IntelliJ
4 1 (0.75%) JMeter
4 1 (0.75%) JProfiler
4 1 (0.75%) JUnit
4 1 (0.75%) Rational Rose
4 1 (0.75%) SonarQube
4 1 (0.75%) Subversion
4 1 (0.75%) Visual Studio
General
1 23 (17.29%) Finance
2 8 (6.02%) Retail
3 4 (3.01%) Automotive
3 4 (3.01%) Manufacturing
3 4 (3.01%) Marketing
4 3 (2.26%) Banking
4 3 (2.26%) Telecoms
5 2 (1.50%) Advertising
5 2 (1.50%) Electronics
5 2 (1.50%) Pharmaceutical
Job Titles
1 36 (27.07%) Analyst
2 32 (24.06%) Architect
3 24 (18.05%) Developer
4 15 (11.28%) Consultant
5 14 (10.53%) Data Analyst
6 12 (9.02%) Business Analyst
7 9 (6.77%) Digital Architect
8 8 (6.02%) Data Architect
8 8 (6.02%) Integration Architect
8 8 (6.02%) Systems Analyst
8 8 (6.02%) Technical Architect
9 7 (5.26%) SAP Consultant
10 6 (4.51%) Business Systems Analyst
10 6 (4.51%) Data Consultant
10 6 (4.51%) Head of Development
11 5 (3.76%) Applications Support
11 5 (3.76%) Business Intelligence Developer
11 5 (3.76%) Head of Application Development
11 5 (3.76%) Head of Applications
11 5 (3.76%) Technical Analyst
Libraries, Frameworks & Software Standards
1 7 (5.26%) .NET
2 5 (3.76%) AngularJS
2 5 (3.76%) MDX
3 4 (3.01%) CSS
3 4 (3.01%) Express
3 4 (3.01%) HTML
3 4 (3.01%) jQuery
3 4 (3.01%) MEAN Stack
3 4 (3.01%) Node.js
3 4 (3.01%) Twitter Bootstrap
3 4 (3.01%) Web Services
4 2 (1.50%) CakePHP
4 2 (1.50%) Hibernate
4 2 (1.50%) Java EE
4 2 (1.50%) JPA
4 2 (1.50%) Laravel
4 2 (1.50%) REST
4 2 (1.50%) SOAP
4 2 (1.50%) Spring
4 2 (1.50%) Symfony
Miscellaneous
1 14 (10.53%) Analytical Skills
2 9 (6.77%) Management Information System
2 9 (6.77%) User Experience
3 8 (6.02%) Data Structures
4 6 (4.51%) Computer Science
5 5 (3.76%) Data Centre
6 4 (3.01%) Hybrid Cloud
7 2 (1.50%) Client/Server
7 2 (1.50%) Enterprise Software
7 2 (1.50%) Mainframe
8 1 (0.75%) CMDB
8 1 (0.75%) Credit Risk
8 1 (0.75%) Internet of Things
8 1 (0.75%) NHS
8 1 (0.75%) Reference Data
8 1 (0.75%) RIA
Operating Systems
1 6 (4.51%) Windows
2 4 (3.01%) Unix
2 4 (3.01%) Windows Vista
3 3 (2.26%) Linux
4 1 (0.75%) Windows Server
Processes & Methodologies
1 49 (36.84%) Business Intelligence
2 36 (27.07%) Migration
3 32 (24.06%) Agile Software Development
4 23 (17.29%) Logical Data Model
5 19 (14.29%) Data Management
5 19 (14.29%) Data Migration
6 18 (13.53%) Analytics
7 16 (12.03%) Data Analysis
7 16 (12.03%) ETL
8 13 (9.77%) Project Management
9 11 (8.27%) Open Source
9 11 (8.27%) Service Management
10 10 (7.52%) Data Architecture
10 10 (7.52%) Data Governance
10 10 (7.52%) Enterprise Architecture
10 10 (7.52%) Systems Analysis
11 9 (6.77%) CRM
11 9 (6.77%) Dimensional Modelling
11 9 (6.77%) SDLC
11 9 (6.77%) Visualisation
Programming Languages
1 40 (30.08%) SQL
2 10 (7.52%) Java
2 10 (7.52%) Python
3 7 (5.26%) T-SQL
4 6 (4.51%) JavaScript
4 6 (4.51%) Ruby
4 6 (4.51%) Scala
5 3 (2.26%) C
5 3 (2.26%) PHP
5 3 (2.26%) PL/SQL
6 2 (1.50%) ABAP
7 1 (0.75%) C#
7 1 (0.75%) Perl
7 1 (0.75%) SAPscript
Qualifications
1 9 (6.77%) Degree
2 2 (1.50%) BPSS Clearance
2 2 (1.50%) Security Cleared
3 1 (0.75%) MCITP
3 1 (0.75%) MCTS
3 1 (0.75%) Microsoft Certification
3 1 (0.75%) PMI Certification
3 1 (0.75%) PMP
3 1 (0.75%) SC Cleared
Quality Assurance & Compliance
1 18 (13.53%) Data Quality
2 4 (3.01%) QA
3 2 (1.50%) Basel II
3 2 (1.50%) Disclosure Scotland
4 1 (0.75%) Sarbanes-Oxley
System Software
1 1 (0.75%) Active Directory
1 1 (0.75%) Docker
Systems Management
1 2 (1.50%) Puppet
2 1 (0.75%) Nagios
2 1 (0.75%) Opscode Chef
2 1 (0.75%) SCCM
2 1 (0.75%) SCVMM
Vendors
1 23 (17.29%) Microsoft
2 20 (15.04%) SAP
3 12 (9.02%) IBM
3 12 (9.02%) Oracle
4 5 (3.76%) Cognos
5 4 (3.01%) Tableau
5 4 (3.01%) Teradata
6 3 (2.26%) Casewise
6 3 (2.26%) Informatica
6 3 (2.26%) Netezza
7 2 (1.50%) Remedy
8 1 (0.75%) Adobe
8 1 (0.75%) BEA
8 1 (0.75%) BMC
8 1 (0.75%) Hyperion
8 1 (0.75%) Pega
8 1 (0.75%) ServiceNow
8 1 (0.75%) Splunk
8 1 (0.75%) VMware
Warwickshire
Spring Technology
Posted: 3 days ago
Birmingham, West Midlands (County)
LA International
Rate: £500 - £525 per day
Posted: 2 days ago
Telford, Shropshire
Global Technology Solutions Ltd
Rate: £495 - £496.15 per day
Posted: Yesterday
Telford, Shropshire
Experis Ltd
Posted: 3 days ago