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 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Modelling
West Midlands / Warwickshire
Rank 35 77 70
Rank change year-on-year +42 -7  
Permanent jobs citing Data Modelling 30 17 7
As % of all permanent IT jobs advertised in Warwickshire 5.09% 2.25% 0.95%
As % of the Processes & Methodologies category 5.59% 2.45% 1.11%
Number of salaries quoted 24 17 6
Median salary £41,250 £45,000 £57,500
Median salary % change year-on-year -8.33% -21.73%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 permanent job vacancies advertised in Warwickshire with a requirement for process and methodology skills.

Process & Methodology Skills
Warwickshire
Permanent job vacancies with a requirement for process and methodology skills 537 693 632
As % of all permanent IT job vacancies advertised in Warwickshire 91.17% 91.79% 85.41%
Number of salaries quoted 432 532 568
Median salary £42,500 £45,500 £45,000
Median salary % change year-on-year -6.59% +1.11%  
90% offered a salary of more than £27,500 £27,500 £31,000
10% offered a salary of more than £57,500 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Warwickshire

The job posting trend of jobs advertised in Warwickshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 27 March 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 3 months to 27 March 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leamington Spa 0 12 £45,000 -14.28% 1
Warwick +39 7 £45,500 +19.73%
Data Modelling
West Midlands

Data Modelling
Top 30 Related IT Skills in Warwickshire

For the 6 months to 27 March 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 22 (52.38%) SQL
2 21 (50.00%) SQL Server
3 16 (38.10%) Business Intelligence
4 15 (35.71%) Data Management
5 14 (33.33%) SQL Server Integration Services
6 13 (30.95%) SQL Server Reporting Services
6 13 (30.95%) Degree
6 13 (30.95%) SQL Server Analysis Services
7 12 (28.57%) Big Data
7 12 (28.57%) XML
8 10 (23.81%) OO
8 10 (23.81%) .NET
8 10 (23.81%) Java
8 10 (23.81%) Informatica
8 10 (23.81%) XML Messaging
8 10 (23.81%) Ajax
8 10 (23.81%) Data Quality
8 10 (23.81%) Git (software)
8 10 (23.81%) Apache Hive
8 10 (23.81%) JSON
8 10 (23.81%) SQL Server Management Studio (SSMS)
8 10 (23.81%) Cloudera
8 10 (23.81%) GeoJSON
8 10 (23.81%) Apache Spark
9 9 (21.43%) Management Information System
10 8 (19.05%) MVC
10 8 (19.05%) Asset Management
10 8 (19.05%) JavaScript
10 8 (19.05%) C#
10 8 (19.05%) HTML

Data Modelling
Top Related 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 10 (23.81%) Apache Spark
2 2 (4.76%) WildFly
3 1 (2.38%) SharePoint
Applications
1 1 (2.38%) Spreadsheet
Database & Business Intelligence
1 21 (50.00%) SQL Server
2 14 (33.33%) SQL Server Integration Services
3 13 (30.95%) SQL Server Analysis Services
3 13 (30.95%) SQL Server Reporting Services
4 12 (28.57%) Big Data
5 10 (23.81%) Apache Hive
6 4 (9.52%) Data Warehouse
7 3 (7.14%) BODI
7 3 (7.14%) BusinessObjects
7 3 (7.14%) BusinessObjects Web Intelligence
8 2 (4.76%) NoSQL
8 2 (4.76%) Oracle Database
9 1 (2.38%) BusinessObjects XI
9 1 (2.38%) Enterprise Data Warehouse
9 1 (2.38%) Power BI
9 1 (2.38%) Qlik Sense
9 1 (2.38%) QlikView
9 1 (2.38%) Relational Database
9 1 (2.38%) Star Schema
Development Applications
1 10 (23.81%) Git (software)
1 10 (23.81%) SQL Server Management Studio (SSMS)
2 1 (2.38%) Visual Studio
General
1 7 (16.67%) Finance
2 2 (4.76%) Games
2 2 (4.76%) Retail
Job Titles
1 15 (35.71%) Developer
2 13 (30.95%) Architect
2 13 (30.95%) Data Architect
3 10 (23.81%) Data Modeller
4 8 (19.05%) C# Developer
4 8 (19.05%) SQL Developer
5 4 (9.52%) Graduate
6 3 (7.14%) Analyst
6 3 (7.14%) Business Developer
6 3 (7.14%) Business Intelligence Developer
6 3 (7.14%) Graduate Developer
7 2 (4.76%) Agile Developer
7 2 (4.76%) Agile Java Developer
7 2 (4.76%) Graduate Software Developer
7 2 (4.76%) Java Developer
7 2 (4.76%) Software Developer
7 2 (4.76%) T-SQL Developer
8 1 (2.38%) Graduate Analyst
8 1 (2.38%) Senior Agile Developer
8 1 (2.38%) SSAS Developer
Libraries, Frameworks & Software Standards
1 12 (28.57%) XML
2 10 (23.81%) .NET
2 10 (23.81%) Ajax
2 10 (23.81%) GeoJSON
2 10 (23.81%) JSON
2 10 (23.81%) XML Messaging
3 8 (19.05%) ASP.NET
3 8 (19.05%) ASP.NET Web API
3 8 (19.05%) CSS
3 8 (19.05%) HTML
3 8 (19.05%) REST
3 8 (19.05%) Web Services
4 2 (4.76%) Hibernate
4 2 (4.76%) J2EE
4 2 (4.76%) RESTful
4 2 (4.76%) Spring
Miscellaneous
1 9 (21.43%) Management Information System
2 8 (19.05%) Mobile App
3 3 (7.14%) Computer Science
4 1 (2.38%) Analytical Skills
Operating Systems
1 2 (4.76%) Linux
Processes & Methodologies
1 16 (38.10%) Business Intelligence
2 15 (35.71%) Data Management
3 10 (23.81%) OO
4 8 (19.05%) Asset Management
4 8 (19.05%) Data Governance
4 8 (19.05%) Logical Data Model
4 8 (19.05%) MVC
4 8 (19.05%) Physical Data Model
4 8 (19.05%) Web Application Development
5 7 (16.67%) UML
6 4 (9.52%) Inmon Methodology
6 4 (9.52%) Kimball Methodology
6 4 (9.52%) TOGAF
7 3 (7.14%) Agile Software Development
7 3 (7.14%) Data Analysis
7 3 (7.14%) Data Architecture
7 3 (7.14%) Data Integration
7 3 (7.14%) Mathematics
7 3 (7.14%) Physics
8 2 (4.76%) Data Migration
Programming Languages
1 22 (52.38%) SQL
2 10 (23.81%) Java
3 8 (19.05%) C#
3 8 (19.05%) JavaScript
3 8 (19.05%) T-SQL
Qualifications
1 13 (30.95%) Degree
2 1 (2.38%) ISEB
Quality Assurance & Compliance
1 10 (23.81%) Data Quality
Vendors
1 10 (23.81%) Cloudera
1 10 (23.81%) Informatica
2 2 (4.76%) Oracle
Leamington Spa, Warwickshire
ninesharp
Posted: 3 days ago