Period
to 16 November 2018

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 16 November 2018 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
16 Nov 2018
Same period 2017 Same period 2016
Rank 34 45 32
Rank change year-on-year +11 -13 -16
Contract jobs citing Data Modelling 13 13 30
As % of all contract IT jobs advertised in Warwickshire 2.43% 2.07% 3.41%
As % of the Processes & Methodologies category 2.86% 2.42% 4.44%
Number of daily rates quoted 11 9 18
Warwickshire median daily rate £425 £400 £394
Median daily rate % change year-on-year +6.25% +1.59% +1.61%
10th Percentile £325 £303 £343
90th Percentile £565 £539 £470
West Midlands median daily rate £450 £425 £400
% change year-on-year +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 455 537 675
As % of all contract IT jobs advertised in Warwickshire 84.89% 85.37% 76.62%
Number of daily rates quoted 244 307 427
Warwickshire median daily rate £438 £400 £388
Median daily rate % change year-on-year +9.38% +3.23% +10.71%
10th Percentile £263 £231 £225
90th Percentile £575 £558 £575
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 29 41 39
Warwickshire median hourly rate £15.85 £30.50 £24.00
Median hourly rate % change year-on-year -48.03% +27.08% -16.07%
10th Percentile £11.06 £17.50 £13.90
90th Percentile £30.70 £34.50 £42.55
West Midlands median hourly rate £15.85 £24.99 £17.12
% change year-on-year -36.57% +45.97% -14.40%

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
Contractor Daily Rate Histogram in Warwickshire

The daily rate distribution of IT jobs citing Data Modelling in Warwickshire over the 6 months to 16 November 2018.

Contractor daily rate histogram 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 16 November 2018. 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 +4 8 £388 -3.13%
Stratford-upon-Avon -5 1 £560 -12.16%
Data Modelling
West Midlands

For the 6 months to 16 November 2018, 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 (38.46%) GAP Analysis
1 5 (38.46%) Microsoft
1 5 (38.46%) User Stories
2 4 (30.77%) Microsoft Azure
2 4 (30.77%) Use Case
2 4 (30.77%) Business Intelligence
2 4 (30.77%) Office 365
3 3 (23.08%) Visual Studio
3 3 (23.08%) Web Services
3 3 (23.08%) Data Warehouse
3 3 (23.08%) Agile Software Development
3 3 (23.08%) Data Analysis
3 3 (23.08%) Business Process Mapping
4 2 (15.38%) User Experience
4 2 (15.38%) Visualisation
4 2 (15.38%) Root Cause Analysis
4 2 (15.38%) Data Governance
4 2 (15.38%) BPMN
4 2 (15.38%) Business Analysis
4 2 (15.38%) Cost-Benefit Analysis
4 2 (15.38%) SQL Server Integration Services
4 2 (15.38%) SQL Server Reporting Services
4 2 (15.38%) TOGAF
4 2 (15.38%) User Acceptance Testing
4 2 (15.38%) SQL Server Analysis Services
4 2 (15.38%) Finance
4 2 (15.38%) SQL
4 2 (15.38%) Oracle
4 2 (15.38%) SQL Server
4 2 (15.38%) Microsoft Excel

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 2 (15.38%) SharePoint
Applications
1 2 (15.38%) Microsoft Excel
1 2 (15.38%) MS Visio
Cloud Services
1 4 (30.77%) Microsoft Azure
1 4 (30.77%) Office 365
2 1 (7.69%) Azure Active Directory
Database & Business Intelligence
1 3 (23.08%) Data Warehouse
2 2 (15.38%) Oracle Database
2 2 (15.38%) Power BI
2 2 (15.38%) SQL Server
2 2 (15.38%) SQL Server Analysis Services
2 2 (15.38%) SQL Server Integration Services
2 2 (15.38%) SQL Server Reporting Services
Development Applications
1 3 (23.08%) Visual Studio
2 1 (7.69%) Toad
General
1 2 (15.38%) Finance
1 2 (15.38%) Pharmaceutical
Job Titles
1 7 (53.85%) Analyst
1 7 (53.85%) Business Analyst
2 3 (23.08%) Architect
3 2 (15.38%) Business Intelligence Developer
3 2 (15.38%) Data Architect
3 2 (15.38%) Developer
3 2 (15.38%) Office 365 Business Analyst
3 2 (15.38%) SharePoint Analyst
3 2 (15.38%) SharePoint Business Analyst
3 2 (15.38%) SQL BI Developer
3 2 (15.38%) SQL Developer
3 2 (15.38%) SSAS Developer
3 2 (15.38%) SSIS Developer
3 2 (15.38%) SSRS Developer
3 2 (15.38%) Technical Analyst
3 2 (15.38%) Technical Business Analyst
4 1 (7.69%) Azure Architect
4 1 (7.69%) Azure Developer
4 1 (7.69%) Online Business Analyst
4 1 (7.69%) Power BI Developer
Libraries, Frameworks & Software Standards
1 3 (23.08%) Web Services
Miscellaneous
1 2 (15.38%) User Experience
2 1 (7.69%) Management Information System
Processes & Methodologies
1 5 (38.46%) GAP Analysis
1 5 (38.46%) User Stories
2 4 (30.77%) Business Intelligence
2 4 (30.77%) Use Case
3 3 (23.08%) Agile Software Development
3 3 (23.08%) Business Process Mapping
3 3 (23.08%) Data Analysis
4 2 (15.38%) Acceptance Criteria
4 2 (15.38%) Business Analysis
4 2 (15.38%) Conceptual Models
4 2 (15.38%) Cost-Benefit Analysis
4 2 (15.38%) Data Governance
4 2 (15.38%) Feasibility Study
4 2 (15.38%) Prototyping
4 2 (15.38%) Root Cause Analysis
4 2 (15.38%) Scenario Testing
4 2 (15.38%) TOGAF
4 2 (15.38%) Translating Business Requirements
4 2 (15.38%) User Acceptance Testing
4 2 (15.38%) Visualisation
Programming Languages
1 2 (15.38%) SQL
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 5 (38.46%) Microsoft
2 2 (15.38%) Informatica
2 2 (15.38%) Oracle