The following table provides summary statistics for contract job vacancies advertised in Warwickshire 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 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
West Midlands / Warwickshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 26 21 16
Rank change year-on-year -5 -5  
Contract jobs citing Data Modelling 10 22 19
As % of all contract IT jobs advertised in Warwickshire 3.37% 4.52% 5.96%
As % of the Processes & Methodologies category 3.89% 5.90% 8.30%
Number of daily rates quoted 2 15 7
Median daily rate £388 £400 £515
Median daily rate % change year-on-year -3.00% -22.42%  
90% offered a daily rate of more than £378 £368 £408
10% offered a daily rate of more than £398 £470 £579
UK excluding London median daily rate £425 £430 £420
% change year-on-year -1.16% +2.38%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Warwickshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Warwickshire
Contract job vacancies with a requirement for process and methodology skills 257 373 229
As % of all contract IT job vacancies advertised in Warwickshire 86.53% 76.59% 71.79%
Number of daily rates quoted 133 229 127
Median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.66%  
90% offered a daily rate of more than £218 £294 £260
10% offered a daily rate of more than £550 £550 £515
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 20 16 19
Median hourly rate £33.00 £22.00 £23.00
Median hourly rate % change year-on-year +50.00% -4.34%  
90% offered a hourly rate of more than £21.10 £15.00 £20.00
10% offered a hourly rate of more than £51.00 £31.75 £34.61
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 Warwickshire

The job posting trend of jobs advertised in Warwickshire 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 Warwickshire

Data Modelling
Contractor Daily Rate Trend in Warwickshire

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

Contractor daily rate trend for Data Modelling in Warwickshire

Data Modelling
Contract Job Locations in Warwickshire

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 Warwickshire region over the 3 months to 27 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
Warwick -3 4 £388 -4.55%
Leamington Spa - 2 - -
Data Modelling
West Midlands

For the 6 months to 27 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 Warwickshire region with a requirement for Data Modelling.

1 11 (64.71%) Finance
2 9 (52.94%) SAP
3 7 (41.18%) SQL
3 7 (41.18%) SAP HANA
4 6 (35.29%) Logical Data Model
4 6 (35.29%) Business Intelligence
5 5 (29.41%) BusinessObjects
5 5 (29.41%) Migration
5 5 (29.41%) Requirements Analysis
6 4 (23.53%) Use Case
6 4 (23.53%) User Stories
6 4 (23.53%) Analytical Skills
6 4 (23.53%) BusinessObjects Business Intelligence
6 4 (23.53%) Stakeholder Management
7 3 (17.65%) Validation
7 3 (17.65%) Data Management
7 3 (17.65%) Change Management
7 3 (17.65%) SAP BW
7 3 (17.65%) Project Management
7 3 (17.65%) Data Warehouse
7 3 (17.65%) Business Change Management
7 3 (17.65%) Requirements Management
7 3 (17.65%) User Acceptance Testing
7 3 (17.65%) Process Improvement
7 3 (17.65%) Data Quality
7 3 (17.65%) Data Migration
8 2 (11.76%) BusinessObjects Web Intelligence
8 2 (11.76%) Degree
8 2 (11.76%) Agile Software Development
8 2 (11.76%) Computer Science

Data Modelling
Co-occurring IT Skills in Warwickshire 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 (5.88%) SAS
Applications
1 1 (5.88%) Microsoft Excel
Business Applications
1 1 (5.88%) SAP BPC
1 1 (5.88%) Sonata
Cloud Services
1 2 (11.76%) SuccessFactors
Communications & Networking
1 1 (5.88%) Network Security
Database & Business Intelligence
1 7 (41.18%) SAP HANA
2 5 (29.41%) BusinessObjects
3 4 (23.53%) BusinessObjects Business Intelligence
4 3 (17.65%) Data Warehouse
4 3 (17.65%) SAP BW
5 2 (11.76%) BusinessObjects Web Intelligence
5 2 (11.76%) Relational Database
6 1 (5.88%) Data Mart
6 1 (5.88%) DataStage
6 1 (5.88%) DB2
6 1 (5.88%) Enterprise Data Warehouse
6 1 (5.88%) Informix
6 1 (5.88%) RDBMS
General
1 11 (64.71%) Finance
2 2 (11.76%) Electronics
2 2 (11.76%) Telecoms
3 1 (5.88%) Automotive
3 1 (5.88%) Banking
Job Titles
1 7 (41.18%) Analyst
2 5 (29.41%) Business Analyst
2 5 (29.41%) Developer
3 4 (23.53%) Architect
3 4 (23.53%) SAP HANA Developer
4 3 (17.65%) SAP Architect
4 3 (17.65%) SAP Developer
5 2 (11.76%) Business Intelligence Architect
5 2 (11.76%) SAP BI Architect
5 2 (11.76%) SAP HANA Architect
5 2 (11.76%) Senior Developer
5 2 (11.76%) Technical Architect
6 1 (5.88%) Business Systems Analyst
6 1 (5.88%) Infrastructure Analyst
6 1 (5.88%) SAP BusinessObjects (BO) Consultant
6 1 (5.88%) SAP BusinessObjects (BO) Developer
6 1 (5.88%) SAP Consultant
6 1 (5.88%) SAP Technical Architect
6 1 (5.88%) SQL Developer
6 1 (5.88%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) XML
1 1 (5.88%) XML Schema
Miscellaneous
1 4 (23.53%) Analytical Skills
2 2 (11.76%) Computer Science
2 2 (11.76%) Data Structures
2 2 (11.76%) Management Information System
3 1 (5.88%) Client/Server
3 1 (5.88%) Data Centre
3 1 (5.88%) Fintech
3 1 (5.88%) Mainframe
Operating Systems
1 1 (5.88%) Linux
1 1 (5.88%) Unix
Processes & Methodologies
1 6 (35.29%) Business Intelligence
1 6 (35.29%) Logical Data Model
2 5 (29.41%) Migration
2 5 (29.41%) Requirements Analysis
3 4 (23.53%) Stakeholder Management
3 4 (23.53%) Use Case
3 4 (23.53%) User Stories
4 3 (17.65%) Business Change Management
4 3 (17.65%) Change Management
4 3 (17.65%) Data Management
4 3 (17.65%) Data Migration
4 3 (17.65%) Process Improvement
4 3 (17.65%) Project Management
4 3 (17.65%) Requirements Management
4 3 (17.65%) User Acceptance Testing
4 3 (17.65%) Validation
5 2 (11.76%) Agile Software Development
5 2 (11.76%) Business Analysis
5 2 (11.76%) CRM
5 2 (11.76%) Systems Analysis
Programming Languages
1 7 (41.18%) SQL
Qualifications
1 2 (11.76%) Computer Science Degree
1 2 (11.76%) Degree
2 1 (5.88%) ISEB
Quality Assurance & Compliance
1 3 (17.65%) Data Quality
2 1 (5.88%) Basel II
Vendors
1 9 (52.94%) SAP
2 2 (11.76%) Cognos
2 2 (11.76%) Oracle
2 2 (11.76%) Teradata
3 1 (5.88%) FNZ
3 1 (5.88%) IBM
3 1 (5.88%) Informatica
3 1 (5.88%) Microsoft
3 1 (5.88%) Netezza
3 1 (5.88%) NVIDIA