Period
to 20 November 2017

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 20 November 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
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 46 34 15
Rank change year-on-year -12 -19 +22
Contract jobs citing Data Modelling 13 26 49
As % of all contract IT jobs advertised in Warwickshire 2.09% 3.03% 7.16%
As % of the Processes & Methodologies category 2.48% 4.00% 9.37%
Number of daily rates quoted 9 16 32
Warwickshire median daily rate £400 £400 £388
Median daily rate % change year-on-year - +3.23% -3.13%
10th Percentile £303 £338 £272
90th Percentile £539 £487 £504
West Midlands median daily rate £425 £400 £400
% change year-on-year +6.25% - -5.88%
Number of hourly rates quoted 0 0 0
Warwickshire median hourly rate - - -
West Midlands median hourly rate - - -

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 525 650 523
As % of all contract IT jobs advertised in Warwickshire 84.54% 75.85% 76.46%
Number of daily rates quoted 292 420 276
Warwickshire median daily rate £400 £388 £345
Median daily rate % change year-on-year +3.23% +12.32% -3.16%
10th Percentile £231 £233 £224
90th Percentile £560 £575 £544
West Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 43 36 48
Warwickshire median hourly rate £30.50 £24.00 £26.22
Median hourly rate % change year-on-year +27.08% -8.45% +45.64%
10th Percentile £17.70 £14.25 £15.75
90th Percentile £34.50 £41.28 £33.75
West Midlands median hourly rate £25.00 £18.00 £20.00
% change year-on-year +38.89% -10.00% -1.23%

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 20 November 2017.

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 20 November 2017. 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
Leamington Spa - 5 £325 -
Warwick +2 4 £400 +3.23%
Stratford-upon-Avon - 1 £638 -
Data Modelling
West Midlands

For the 6 months to 20 November 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 5 (38.46%) Business Intelligence
1 5 (38.46%) Analytical Skills
2 4 (30.77%) Logical Data Model
2 4 (30.77%) Business Process Modelling
2 4 (30.77%) Process Improvement
2 4 (30.77%) CRM
2 4 (30.77%) Agile Software Development
2 4 (30.77%) Visualisation
2 4 (30.77%) Data Visualisation
3 3 (23.08%) Business Process Improvement
3 3 (23.08%) Management Information System
3 3 (23.08%) Business Analysis
3 3 (23.08%) Enterprise Architecture
3 3 (23.08%) Microsoft
3 3 (23.08%) Microsoft Excel
3 3 (23.08%) Workflow
3 3 (23.08%) Finance
3 3 (23.08%) Data Quality
3 3 (23.08%) SDLC
4 2 (15.38%) ServiceNow
4 2 (15.38%) Service Management
4 2 (15.38%) HTML
4 2 (15.38%) JavaScript
4 2 (15.38%) Visual Studio
4 2 (15.38%) CSS
4 2 (15.38%) Requirements Management
4 2 (15.38%) Systems Analysis
4 2 (15.38%) JIRA
4 2 (15.38%) Stakeholder Management
4 2 (15.38%) Data Management

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:

Applications
1 3 (23.08%) Microsoft Excel
Business Applications
1 1 (7.69%) Sonata
Cloud Services
1 1 (7.69%) SuccessFactors
Database & Business Intelligence
1 1 (7.69%) DataStage
1 1 (7.69%) IBM InfoSphere
Development Applications
1 2 (15.38%) JIRA
1 2 (15.38%) Visual Studio
General
1 3 (23.08%) Finance
2 1 (7.69%) Automotive
2 1 (7.69%) Billing
Job Titles
1 9 (69.23%) Analyst
2 3 (23.08%) Business Analyst
2 3 (23.08%) Integration Analyst
3 2 (15.38%) Architect
3 2 (15.38%) Business Integration Analyst
3 2 (15.38%) Data Analyst
3 2 (15.38%) Data Quality Analyst
3 2 (15.38%) Developer
3 2 (15.38%) Quality Analyst
4 1 (7.69%) Applications Architect
4 1 (7.69%) Business Systems Analyst
4 1 (7.69%) Consultant
4 1 (7.69%) Data Architect
4 1 (7.69%) Finance Business Analyst
4 1 (7.69%) Financial Analyst
4 1 (7.69%) Financial Business Analyst
4 1 (7.69%) Software Analyst
4 1 (7.69%) Solutions Architect
4 1 (7.69%) Systems Analyst
4 1 (7.69%) Wealth Management Business Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) AngularJS
1 2 (15.38%) CSS
1 2 (15.38%) HTML
2 1 (7.69%) .NET
2 1 (7.69%) XML
2 1 (7.69%) XML Schema
Miscellaneous
1 5 (38.46%) Analytical Skills
2 3 (23.08%) Management Information System
3 1 (7.69%) Fintech
Processes & Methodologies
1 5 (38.46%) Business Intelligence
2 4 (30.77%) Agile Software Development
2 4 (30.77%) Business Process Modelling
2 4 (30.77%) CRM
2 4 (30.77%) Data Visualisation
2 4 (30.77%) Logical Data Model
2 4 (30.77%) Process Improvement
2 4 (30.77%) Visualisation
3 3 (23.08%) Business Analysis
3 3 (23.08%) Business Process Improvement
3 3 (23.08%) Enterprise Architecture
3 3 (23.08%) SDLC
3 3 (23.08%) Workflow
4 2 (15.38%) Continuous Improvement
4 2 (15.38%) Data Management
4 2 (15.38%) Requirements Management
4 2 (15.38%) Service Management
4 2 (15.38%) Stakeholder Management
4 2 (15.38%) Systems Analysis
4 2 (15.38%) Use Case
Programming Languages
1 2 (15.38%) JavaScript
2 1 (7.69%) SQL
Qualifications
1 1 (7.69%) ISEB
Quality Assurance & Compliance
1 3 (23.08%) Data Quality
Vendors
1 3 (23.08%) Microsoft
2 2 (15.38%) ServiceNow
3 1 (7.69%) FNZ
3 1 (7.69%) IBM
3 1 (7.69%) Trillium