Period
to 13 October 2019

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 6 months to 13 October 2019 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
6 months to
13 Oct 2019
Same period 2018 Same period 2017
Rank 36 41 42
Rank change year-on-year +5 +1 -17
Contract jobs citing Data Modelling 5 10 15
As % of all contract IT jobs advertised in Warwickshire 1.18% 1.81% 2.40%
As % of the Processes & Methodologies category 1.37% 2.15% 2.77%
Number of daily rates quoted 2 9 8
Warwickshire median daily rate £550 £425 £388
Median daily rate % change year-on-year +29.41% +9.68% -3.13%
10th Percentile £525 £315 £298
90th Percentile £575 £580 £472
West Midlands median daily rate £455 £450 £425
% change year-on-year +1.11% +5.88% +6.25%
Number of hourly rates quoted 0 0 0
Warwickshire median hourly rate - - -
West Midlands median hourly rate - £17.00 -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Warwickshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwickshire
Contract vacancies with a requirement for process or methodology skills 365 466 541
As % of all contract IT jobs advertised in Warwickshire 85.88% 84.27% 86.70%
Number of daily rates quoted 197 239 297
Warwickshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £159 £250 £218
90th Percentile £575 £575 £553
West Midlands median daily rate £435 £425 £400
% change year-on-year +2.35% +6.25% -
Number of hourly rates quoted 30 32 41
Warwickshire median hourly rate £15.50 £15.85 £30.50
Median hourly rate % change year-on-year -2.21% -48.03% +27.08%
10th Percentile £13.53 £11.08 £18.50
90th Percentile £43.75 £30.98 £50.00
West Midlands median hourly rate £20.00 £15.00 £25.00
% change year-on-year +33.33% -40.00% +36.80%

Data Modelling
Job Vacancy Trend in Warwickshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Warwickshire.

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 6 months to 13 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +1 4 £550 +41.94%
Stratford-upon-Avon +6 1 £550 -1.79%
Data Modelling
West Midlands

For the 6 months to 13 October 2019, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Warwickshire region with a requirement for Data Modelling.

1 5 (100.00%) Finance
2 4 (80.00%) SAP
2 4 (80.00%) Analytical Skills
3 3 (60.00%) Logical Data Model
3 3 (60.00%) SDLC
3 3 (60.00%) Data Quality
3 3 (60.00%) Master Data Management
3 3 (60.00%) Migration
3 3 (60.00%) Data Analysis
3 3 (60.00%) Data Migration
3 3 (60.00%) Data Cleansing
3 3 (60.00%) Data Architecture
4 2 (40.00%) Analytics
4 2 (40.00%) Degree
4 2 (40.00%) Procure-to-Pay
5 1 (20.00%) User Acceptance Testing
5 1 (20.00%) SAP HANA
5 1 (20.00%) Data Transformation
5 1 (20.00%) SuccessFactors
5 1 (20.00%) SAP Fiori
5 1 (20.00%) Concur
5 1 (20.00%) BusinessObjects Business Intelligence
5 1 (20.00%) SAP S/4HANA
5 1 (20.00%) Threat Intelligence
5 1 (20.00%) Architectural Design
5 1 (20.00%) TOGAF
5 1 (20.00%) Windows
5 1 (20.00%) ERP
5 1 (20.00%) Business Intelligence
5 1 (20.00%) BusinessObjects

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:

Business Applications
1 1 (20.00%) SAP S/4HANA
Cloud Services
1 1 (20.00%) SuccessFactors
Database & Business Intelligence
1 1 (20.00%) BusinessObjects
1 1 (20.00%) BusinessObjects Business Intelligence
1 1 (20.00%) SAP BW
1 1 (20.00%) SAP HANA
General
1 5 (100.00%) Finance
Job Titles
1 3 (60.00%) Analyst
2 2 (40.00%) Data Analyst
3 1 (20.00%) Architect
3 1 (20.00%) Data Migration Lead
3 1 (20.00%) Security Architect
3 1 (20.00%) Senior Analyst
3 1 (20.00%) Senior Technical Analyst
3 1 (20.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) SAP Fiori
Miscellaneous
1 4 (80.00%) Analytical Skills
Operating Systems
1 1 (20.00%) Windows
Processes & Methodologies
1 3 (60.00%) Data Analysis
1 3 (60.00%) Data Architecture
1 3 (60.00%) Data Cleansing
1 3 (60.00%) Data Migration
1 3 (60.00%) Logical Data Model
1 3 (60.00%) Master Data Management
1 3 (60.00%) Migration
1 3 (60.00%) SDLC
2 2 (40.00%) Analytics
2 2 (40.00%) Procure-to-Pay
3 1 (20.00%) Architectural Design
3 1 (20.00%) Data Transformation
3 1 (20.00%) ERP
3 1 (20.00%) Process Improvement
3 1 (20.00%) Requirements Management
3 1 (20.00%) Security Architecture
3 1 (20.00%) Technical Architecture
3 1 (20.00%) Threat Intelligence
3 1 (20.00%) TOGAF
3 1 (20.00%) User Acceptance Testing
Qualifications
1 2 (40.00%) Degree
Quality Assurance & Compliance
1 3 (60.00%) Data Quality
Vendors
1 4 (80.00%) SAP
2 1 (20.00%) Concur