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 June 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
England / West Midlands
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 67 56 65
Rank change year-on-year -11 +9  
Contract jobs citing Data Modelling 50 95 59
As % of all contract IT jobs advertised in the West Midlands 2.49% 3.15% 2.47%
As % of the Processes & Methodologies category 2.98% 3.81% 3.20%
Number of daily rates quoted 25 52 27
Median daily rate £388 £400 £450
Median daily rate % change year-on-year -3.12% -11.11%  
90% offered a daily rate of more than £283 £325 £350
10% offered a daily rate of more than £520 £499 £575
UK excluding London median daily rate £425 £434 £423
% change year-on-year -2.01% +2.66%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £22.50
UK excluding London median hourly rate £40.70 - £33.50

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 1676 2495 1842
As % of all contract IT job vacancies advertised in the West Midlands 83.51% 82.64% 77.01%
Number of daily rates quoted 993 1489 1158
Median daily rate £404 £400 £375
Median daily rate % change year-on-year +0.93% +6.66%  
90% offered a daily rate of more than £275 £250 £250
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 70 56 74
Median hourly rate £28.00 £24.50 £27.50
Median hourly rate % change year-on-year +14.28% -10.90%  
90% offered a hourly rate of more than £12.50 £13.00 £15.00
10% offered a hourly rate of more than £52.50 £40.05 £44.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

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 June 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 contractor hourly rates quoted in IT 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 June 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 +22 18 £388 -18.42% 4
Warwickshire -3 10 £388 -3.00% 2
Coventry +3 4 £388 -3.12% 4
Shropshire +2 4 £496 +7.73%
Walsall 0 1 - - 1
Staffordshire -6 1 - -
Sutton Coldfield - 1 £600 -
Data Modelling
England

For the 6 months to 24 June 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 43 (38.39%) SQL
2 41 (36.61%) Business Intelligence
3 30 (26.79%) Migration
4 29 (25.89%) Agile Software Development
5 28 (25.00%) Finance
6 23 (20.54%) Oracle
7 20 (17.86%) Data Migration
8 19 (16.96%) Logical Data Model
9 18 (16.07%) Data Quality
9 18 (16.07%) Data Management
10 16 (14.29%) Data Analysis
10 16 (14.29%) BusinessObjects
11 15 (13.39%) Data Warehouse
11 15 (13.39%) SAP
11 15 (13.39%) Analytical Skills
12 14 (12.50%) Java
13 13 (11.61%) SQL Server
13 13 (11.61%) PL/SQL
13 13 (11.61%) Project Management
14 12 (10.71%) Change Management
14 12 (10.71%) ETL
14 12 (10.71%) Microsoft
15 10 (8.93%) Python
15 10 (8.93%) Microsoft Excel
15 10 (8.93%) Management Information System
15 10 (8.93%) Performance Tuning
15 10 (8.93%) SAP HANA
16 9 (8.04%) Security Cleared
16 9 (8.04%) Service Management
16 9 (8.04%) CRM

Data Modelling
Co-occurring 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 (4.46%) Apache Spark
2 4 (3.57%) WebLogic
3 3 (2.68%) SAS
4 2 (1.79%) CMS
5 1 (0.89%) Oracle Application Server
Applications
1 10 (8.93%) Microsoft Excel
2 4 (3.57%) Microsoft Office
3 3 (2.68%) MS Visio
4 1 (0.89%) Spreadsheet
4 1 (0.89%) SPSS
Business Applications
1 2 (1.79%) SAP CAR
1 2 (1.79%) SAP ERP
2 1 (0.89%) Dynamics CRM
2 1 (0.89%) Oracle EBS
2 1 (0.89%) Oracle ERP
2 1 (0.89%) Oracle Financials
2 1 (0.89%) Remedy AR System
2 1 (0.89%) Remedy ITSM
2 1 (0.89%) SAP BPC
2 1 (0.89%) SAP IS-U
2 1 (0.89%) Sonata
Cloud Services
1 2 (1.79%) SuccessFactors
2 1 (0.89%) Amazon AWS
2 1 (0.89%) Google Cloud Platform
Communications & Networking
1 4 (3.57%) Network Security
2 1 (0.89%) Internet
2 1 (0.89%) LDAP
Database & Business Intelligence
1 16 (14.29%) BusinessObjects
2 15 (13.39%) Data Warehouse
3 13 (11.61%) SQL Server
4 10 (8.93%) SAP HANA
5 8 (7.14%) BusinessObjects Business Intelligence
6 7 (6.25%) Oracle Reports
6 7 (6.25%) SAP BW
6 7 (6.25%) SQL Server Reporting Services
7 6 (5.36%) PostgreSQL
7 6 (5.36%) Relational Database
8 5 (4.46%) DB2
8 5 (4.46%) EDRMS
8 5 (4.46%) MongoDB
8 5 (4.46%) OLAP
8 5 (4.46%) Pentaho
8 5 (4.46%) QlikView
9 4 (3.57%) Apache Hive
9 4 (3.57%) Hadoop
9 4 (3.57%) RDBMS
9 4 (3.57%) SQL Server Analysis Services
Development Applications
1 8 (7.14%) Team Foundation Server
2 4 (3.57%) Git (software)
3 3 (2.68%) ClearCase
4 1 (0.89%) Bitbucket
4 1 (0.89%) Eclipse
4 1 (0.89%) Gradle
4 1 (0.89%) IntelliJ
4 1 (0.89%) Jenkins
4 1 (0.89%) JProfiler
4 1 (0.89%) JUnit
4 1 (0.89%) Maven
4 1 (0.89%) Oracle Forms
4 1 (0.89%) SonarQube
4 1 (0.89%) SQL Server Management Studio (SSMS)
4 1 (0.89%) Vagrant
General
1 28 (25.00%) Finance
2 6 (5.36%) Retail
3 3 (2.68%) Automotive
3 3 (2.68%) Banking
3 3 (2.68%) Telecoms
4 2 (1.79%) Electronics
4 2 (1.79%) Pharmaceutical
5 1 (0.89%) Manufacturing
Job Titles
1 32 (28.57%) Analyst
2 24 (21.43%) Developer
3 15 (13.39%) Architect
3 15 (13.39%) Business Analyst
4 10 (8.93%) Data Analyst
5 6 (5.36%) Data Migration Specialist
5 6 (5.36%) Head of Development
5 6 (5.36%) Migration Specialist
6 5 (4.46%) Applications Support
6 5 (4.46%) Consultant
6 5 (4.46%) Digital Architect
6 5 (4.46%) Head of Application Development
6 5 (4.46%) Head of Applications
6 5 (4.46%) Integration Architect
7 4 (3.57%) Data Migration Lead
7 4 (3.57%) Head of Support
7 4 (3.57%) Oracle Specialist
7 4 (3.57%) PostgreSQL Specialist
7 4 (3.57%) SAP HANA Developer
7 4 (3.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 8 (7.14%) .NET
2 5 (4.46%) Spring
2 5 (4.46%) Web Services
3 4 (3.57%) AngularJS
3 4 (3.57%) Hibernate
3 4 (3.57%) Java EE
3 4 (3.57%) JPA
3 4 (3.57%) Node.js
3 4 (3.57%) REST
3 4 (3.57%) Spring Boot
3 4 (3.57%) Symfony
4 3 (2.68%) CakePHP
4 3 (2.68%) CSS
4 3 (2.68%) Express
4 3 (2.68%) HTML
4 3 (2.68%) J2EE
4 3 (2.68%) jQuery
4 3 (2.68%) Laravel
4 3 (2.68%) MEAN Stack
4 3 (2.68%) Twitter Bootstrap
Miscellaneous
1 15 (13.39%) Analytical Skills
2 10 (8.93%) Management Information System
3 7 (6.25%) User Experience
4 5 (4.46%) Computer Science
5 4 (3.57%) Data Structures
6 2 (1.79%) AS400
6 2 (1.79%) Client/Server
6 2 (1.79%) CMDB
6 2 (1.79%) Mainframe
7 1 (0.89%) Algorithms
7 1 (0.89%) Data Centre
7 1 (0.89%) Enterprise Software
7 1 (0.89%) Fintech
7 1 (0.89%) Internet of Things
7 1 (0.89%) NHS
Operating Systems
1 7 (6.25%) Unix
2 4 (3.57%) Linux
3 3 (2.68%) Windows
4 1 (0.89%) Windows 10
Processes & Methodologies
1 41 (36.61%) Business Intelligence
2 30 (26.79%) Migration
3 29 (25.89%) Agile Software Development
4 20 (17.86%) Data Migration
5 19 (16.96%) Logical Data Model
6 18 (16.07%) Data Management
7 16 (14.29%) Data Analysis
8 13 (11.61%) Project Management
9 12 (10.71%) Change Management
9 12 (10.71%) ETL
10 10 (8.93%) Performance Tuning
11 9 (8.04%) CRM
11 9 (8.04%) Service Management
12 8 (7.14%) Dimensional Modelling
12 8 (7.14%) Requirements Analysis
12 8 (7.14%) SDLC
12 8 (7.14%) Stakeholder Management
13 7 (6.25%) Open Source
13 7 (6.25%) User Stories
13 7 (6.25%) Workflow
Programming Languages
1 43 (38.39%) SQL
2 14 (12.50%) Java
3 13 (11.61%) PL/SQL
4 10 (8.93%) Python
5 7 (6.25%) Ruby
5 7 (6.25%) Scala
5 7 (6.25%) Shell Script
6 5 (4.46%) C
7 4 (3.57%) JavaScript
7 4 (3.57%) PHP
8 3 (2.68%) Perl
9 2 (1.79%) C++
9 2 (1.79%) MATLAB
9 2 (1.79%) VBA
10 1 (0.89%) ABAP
10 1 (0.89%) R
10 1 (0.89%) SAPscript
10 1 (0.89%) T-SQL
10 1 (0.89%) VB
Qualifications
1 9 (8.04%) Security Cleared
2 8 (7.14%) SC Cleared
3 6 (5.36%) Degree
4 3 (2.68%) Computer Science Degree
5 2 (1.79%) BPSS Clearance
5 2 (1.79%) DV Cleared
6 1 (0.89%) ISEB
Quality Assurance & Compliance
1 18 (16.07%) Data Quality
2 4 (3.57%) QA
3 2 (1.79%) Basel II
4 1 (0.89%) Disclosure Scotland
4 1 (0.89%) GCP
4 1 (0.89%) Sarbanes-Oxley
System Software
1 1 (0.89%) Docker
1 1 (0.89%) VMware Workstation
Systems Management
1 3 (2.68%) Oracle RMAN
2 2 (1.79%) Puppet
3 1 (0.89%) Data Guard
3 1 (0.89%) Kubernetes
3 1 (0.89%) SCCM
3 1 (0.89%) SCVMM
Vendors
1 23 (20.54%) Oracle
2 15 (13.39%) SAP
3 12 (10.71%) Microsoft
4 8 (7.14%) IBM
5 7 (6.25%) Cognos
5 7 (6.25%) Informatica
6 4 (3.57%) BEA
6 4 (3.57%) Cloudera
6 4 (3.57%) Tableau
6 4 (3.57%) Teradata
6 4 (3.57%) webMethods
7 3 (2.68%) Netezza
8 2 (1.79%) CommVault
8 2 (1.79%) VMware
9 1 (0.89%) Adobe
9 1 (0.89%) BMC
9 1 (0.89%) FNZ
9 1 (0.89%) Google
9 1 (0.89%) hybris
9 1 (0.89%) Remedy
West Midlands
ReThink Recruitment
Posted: Yesterday
Coventry, West Midlands (County)
TEKsystems
Rate: £400 - £500 per day
Posted: 3 days ago