Period
to 26 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Coventry 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 26 May 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Coventry
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 103 94 108
Rank change year-on-year -9 +14 -16
Permanent jobs citing Data Modelling 14 9 11
As % of all permanent IT jobs advertised in Coventry 1.04% 0.71% 0.73%
As % of the Processes & Methodologies category 1.16% 0.81% 0.85%
Number of salaries quoted 3 7 10
Coventry median annual salary £57,500 £45,000 £41,000
Median salary % change year-on-year +27.78% +9.76% +13.10%
10th Percentile £56,250 £38,650 £34,653
90th Percentile £62,750 £79,900 £50,973
West Midlands median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +0.56%

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 Coventry with a requirement for process or methodology skills.

All Process and Methodology Skills
Coventry
Permanent vacancies with a requirement for process or methodology skills 1,206 1,116 1,300
As % of all permanent IT jobs advertised in Coventry 89.33% 87.80% 86.55%
Number of salaries quoted 979 947 1,062
Coventry median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £27,500 £26,750 £25,000
90th Percentile £62,750 £62,500 £61,250
West Midlands median annual salary £42,500 £40,500 £42,500
% change year-on-year +4.94% -4.71% +6.25%

Data Modelling
Job Vacancy Trend in Coventry

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

Job vacancy trend for Data Modelling in Coventry

Data Modelling
Salary Trend in Coventry

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

Salary trend for Data Modelling in Coventry

For the 6 months to 26 May 2018, IT 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 permanent job ads across the Coventry region with a requirement for Data Modelling.

1 9 (64.29%) SQL
2 6 (42.86%) T-SQL
2 6 (42.86%) SQL Server
2 6 (42.86%) XML
2 6 (42.86%) Relational Database
3 5 (35.71%) Data Warehouse
3 5 (35.71%) Agile Software Development
4 4 (28.57%) Retail
4 4 (28.57%) Business Analysis
4 4 (28.57%) Use Case
4 4 (28.57%) Kafka
4 4 (28.57%) E-Commerce
4 4 (28.57%) Business Intelligence
4 4 (28.57%) UML
4 4 (28.57%) OLAP
4 4 (28.57%) Oracle
5 3 (21.43%) C#
5 3 (21.43%) .NET
5 3 (21.43%) Visual Studio
5 3 (21.43%) DB2
5 3 (21.43%) XSLT
5 3 (21.43%) Microsoft Excel
5 3 (21.43%) Microsoft
5 3 (21.43%) ETL
5 3 (21.43%) BizTalk Server
5 3 (21.43%) Team Foundation Server
5 3 (21.43%) Software Architecture
5 3 (21.43%) Unit Testing
5 3 (21.43%) Continuous Integration
5 3 (21.43%) SQL Server Analysis Services

Data Modelling
Co-occurring IT Skills in Coventry 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 3 (21.43%) BizTalk Server
Applications
1 3 (21.43%) Microsoft Excel
2 1 (7.14%) Spreadsheet
Business Applications
1 1 (7.14%) Cognos TM1
Database & Business Intelligence
1 6 (42.86%) Relational Database
1 6 (42.86%) SQL Server
2 5 (35.71%) Data Warehouse
3 4 (28.57%) OLAP
4 3 (21.43%) DB2
4 3 (21.43%) Semantic Layer
4 3 (21.43%) SQL Server 2005
4 3 (21.43%) SQL Server 2014
4 3 (21.43%) SQL Server Analysis Services
4 3 (21.43%) SQL Server Integration Services
5 2 (14.29%) NoSQL
5 2 (14.29%) OLTP
6 1 (7.14%) Oracle Database
6 1 (7.14%) Oracle Database 10g
6 1 (7.14%) Oracle9i Database
Development Applications
1 3 (21.43%) Team Foundation Server
1 3 (21.43%) Visual Studio
2 2 (14.29%) Rational Rose
General
1 4 (28.57%) Retail
2 1 (7.14%) Finance
Job Titles
1 6 (42.86%) Developer
2 5 (35.71%) Architect
3 3 (21.43%) BizTalk Developer
3 3 (21.43%) Business Intelligence Developer
3 3 (21.43%) Data Architect
3 3 (21.43%) Data Warehouse Developer
4 2 (14.29%) Chief Architect
4 2 (14.29%) Data Manager
4 2 (14.29%) Senior Architect
4 2 (14.29%) Senior Data Architect
5 1 (7.14%) Analyst
5 1 (7.14%) Analytics Manager
5 1 (7.14%) Data Analytics Manager
5 1 (7.14%) TM1 Analyst
Libraries, Frameworks & Software Standards
1 6 (42.86%) XML
2 4 (28.57%) Kafka
3 3 (21.43%) .NET
3 3 (21.43%) MDX
3 3 (21.43%) XSLT
Miscellaneous
1 1 (7.14%) Public Cloud
Operating Systems
1 2 (14.29%) Unix
Processes & Methodologies
1 5 (35.71%) Agile Software Development
2 4 (28.57%) Business Analysis
2 4 (28.57%) Business Intelligence
2 4 (28.57%) E-Commerce
2 4 (28.57%) UML
2 4 (28.57%) Use Case
3 3 (21.43%) Continuous Integration
3 3 (21.43%) ETL
3 3 (21.43%) Functional Testing
3 3 (21.43%) Logical Data Model
3 3 (21.43%) Software Architecture
3 3 (21.43%) Unit Testing
4 2 (14.29%) Capacity Management
4 2 (14.29%) Cost Transparency
4 2 (14.29%) Data Management
4 2 (14.29%) Enterprise Architecture
4 2 (14.29%) Line Management
4 2 (14.29%) SDLC
4 2 (14.29%) User Acceptance Testing
4 2 (14.29%) Web Development
Programming Languages
1 9 (64.29%) SQL
2 6 (42.86%) T-SQL
3 3 (21.43%) C#
Qualifications
1 2 (14.29%) Security Cleared
Vendors
1 4 (28.57%) Oracle
2 3 (21.43%) Microsoft
3 2 (14.29%) Casewise
4 1 (7.14%) Cognos
4 1 (7.14%) SAP