Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Warwickshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 88 96 93
Rank change year-on-year +8 -3 +12
Permanent jobs citing Data Modelling 23 15 19
As % of all permanent IT jobs advertised in Warwickshire 1.80% 1.29% 1.36%
As % of the Processes & Methodologies category 2.02% 1.40% 1.51%
Number of salaries quoted 22 7 14
Warwickshire median annual salary £41,250 £42,500 £52,500
Median salary % change year-on-year -2.94% -19.05% -
10th Percentile £23,600 £32,500 £37,625
90th Percentile £50,875 £47,700 £66,200
West Midlands median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -5.56%

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

All Process and Methodology Skills
Warwickshire
Permanent vacancies with a requirement for process or methodology skills 1139 1071 1259
As % of all permanent IT jobs advertised in Warwickshire 89.19% 91.85% 89.86%
Number of salaries quoted 1034 824 1109
Warwickshire median annual salary £38,500 £38,500 £39,000
Median salary % change year-on-year - -1.28% -2.50%
10th Percentile £23,750 £22,575 £22,500
90th Percentile £60,875 £58,750 £60,000
West Midlands median annual salary £40,000 £40,000 £40,000

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
Salary Trend in Warwickshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Warwickshire.

Salary trend for Data Modelling in Warwickshire

Data Modelling
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Data Modelling in Warwickshire over the 6 months to 21 November 2017.

Salary histogram for Data Modelling in Warwickshire

Data Modelling
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Warwickshire region over the 6 months to 21 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leamington Spa -10 5 £45,000 +12.50%
Nuneaton - 4 £27,500 -
Warwick +9 3 £37,500 -
Stratford-upon-Avon -6 1 £57,500 +35.29%
Data Modelling
West Midlands

For the 6 months to 21 November 2017, IT 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 job ads across the Warwickshire region with a requirement for Data Modelling.

1 12 (52.17%) SQL
2 7 (30.43%) Finance
2 7 (30.43%) Business Analysis
2 7 (30.43%) Data Mapping
3 6 (26.09%) Visualisation
3 6 (26.09%) User Stories
3 6 (26.09%) Translating Business Requirements
3 6 (26.09%) Degree
3 6 (26.09%) Business Intelligence
3 6 (26.09%) SQL Server
3 6 (26.09%) XML
3 6 (26.09%) ETL
4 5 (21.74%) XML Schema
4 5 (21.74%) BusinessObjects
4 5 (21.74%) SQL Server Integration Services
4 5 (21.74%) SQL Server Reporting Services
4 5 (21.74%) Data Analysis
4 5 (21.74%) Agile Software Development
4 5 (21.74%) SDLC
5 4 (17.39%) Power BI
5 4 (17.39%) QlikView
5 4 (17.39%) Cognos
5 4 (17.39%) Data Warehouse
5 4 (17.39%) .NET
6 3 (13.04%) Microsoft
6 3 (13.04%) Software Engineering
6 3 (13.04%) Systems Analysis
6 3 (13.04%) Zoomdata
6 3 (13.04%) Performance Tuning
6 3 (13.04%) User Acceptance Testing

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:

Database & Business Intelligence
1 6 (26.09%) SQL Server
2 5 (21.74%) BusinessObjects
2 5 (21.74%) SQL Server Integration Services
2 5 (21.74%) SQL Server Reporting Services
3 4 (17.39%) Data Warehouse
3 4 (17.39%) Power BI
3 4 (17.39%) QlikView
4 3 (13.04%) Hadoop
5 2 (8.70%) Data Mart
6 1 (4.35%) BusinessObjects Business Intelligence
6 1 (4.35%) BusinessObjects Web Intelligence
6 1 (4.35%) Crystal Reports
6 1 (4.35%) DB2
6 1 (4.35%) SAP BW
6 1 (4.35%) SAP HANA
6 1 (4.35%) SQL Server Analysis Services
General
1 7 (30.43%) Finance
2 1 (4.35%) Advertising
2 1 (4.35%) Billing
Job Titles
1 17 (73.91%) Analyst
2 9 (39.13%) Business Analyst
3 4 (17.39%) Business Intelligence Analyst
3 4 (17.39%) Data Business Analyst
3 4 (17.39%) Developer
4 3 (13.04%) Architect
4 3 (13.04%) Business Systems Analyst
4 3 (13.04%) Data Analyst
5 2 (8.70%) Business Developer
5 2 (8.70%) Business Intelligence Developer
5 2 (8.70%) Data Architect
5 2 (8.70%) Database Developer
5 2 (8.70%) Systems Analyst
6 1 (4.35%) Business Information Analyst
6 1 (4.35%) Data Migration Business Analyst
6 1 (4.35%) Information Systems Analyst
6 1 (4.35%) IT Analyst
6 1 (4.35%) Migration Analyst
6 1 (4.35%) SAP BI Developer
6 1 (4.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (26.09%) XML
2 5 (21.74%) XML Schema
3 4 (17.39%) .NET
4 1 (4.35%) XML Messaging
Miscellaneous
1 2 (8.70%) Analytical Skills
2 1 (4.35%) Enterprise Software
2 1 (4.35%) Management Information System
2 1 (4.35%) Smart Meter
Processes & Methodologies
1 7 (30.43%) Business Analysis
1 7 (30.43%) Data Mapping
2 6 (26.09%) Business Intelligence
2 6 (26.09%) ETL
2 6 (26.09%) Translating Business Requirements
2 6 (26.09%) User Stories
2 6 (26.09%) Visualisation
3 5 (21.74%) Agile Software Development
3 5 (21.74%) Data Analysis
3 5 (21.74%) SDLC
4 3 (13.04%) Customer Requirements
4 3 (13.04%) Performance Tuning
4 3 (13.04%) Software Engineering
4 3 (13.04%) Systems Analysis
4 3 (13.04%) User Acceptance Testing
5 2 (8.70%) Business Process Modelling
5 2 (8.70%) Change Control
5 2 (8.70%) Data Integration
5 2 (8.70%) Process Improvement
5 2 (8.70%) UML
Programming Languages
1 12 (52.17%) SQL
2 2 (8.70%) T-SQL
Qualifications
1 6 (26.09%) Degree
2 1 (4.35%) ISEB
Vendors
1 4 (17.39%) Cognos
2 3 (13.04%) Microsoft
2 3 (13.04%) Zoomdata
3 1 (4.35%) Oracle
3 1 (4.35%) SAP