Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Coventry
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 86 88 90
Rank change year-on-year +2 +2 -4
Permanent jobs citing Data Modelling 22 13 15
As % of all permanent IT jobs advertised in Coventry 1.63% 1.05% 1.08%
As % of the Processes & Methodologies category 1.82% 1.20% 1.25%
Number of salaries quoted 8 3 14
Coventry median annual salary £57,500 £40,500 £42,500
Median salary % change year-on-year +41.98% -4.71% +21.43%
10th Percentile £38,225 £36,250 £30,200
90th Percentile £60,000 £44,750 £83,750
West Midlands median annual salary £50,000 £42,500 £42,500
% change year-on-year +17.65% - -

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 1,207 1,082 1,198
As % of all permanent IT jobs advertised in Coventry 89.28% 87.75% 85.88%
Number of salaries quoted 937 871 1,010
Coventry median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,250 £26,250 £25,738
90th Percentile £63,300 £63,750 £62,500
West Midlands median annual salary £42,000 £41,000 £42,500
% change year-on-year +2.44% -3.53% +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

Data Modelling
Salary Histogram in Coventry

The salary distribution of IT jobs citing Data Modelling in Coventry over the 6 months to 22 February 2018.

Salary histogram for Data Modelling in Coventry

For the 6 months to 22 February 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 20 (90.91%) SQL
2 12 (54.55%) Relational Database
3 11 (50.00%) Agile Software Development
3 11 (50.00%) T-SQL
3 11 (50.00%) Data Warehouse
4 10 (45.45%) ETL
4 10 (45.45%) Business Intelligence
5 9 (40.91%) SQL Server
5 9 (40.91%) OLAP
6 8 (36.36%) Visual Studio
6 8 (36.36%) C#
6 8 (36.36%) Microsoft Excel
6 8 (36.36%) Microsoft
6 8 (36.36%) SQL Server Integration Services
6 8 (36.36%) MDX
6 8 (36.36%) Unit Testing
6 8 (36.36%) Continuous Integration
6 8 (36.36%) SQL Server Analysis Services
6 8 (36.36%) Team Foundation Server
6 8 (36.36%) Functional Testing
6 8 (36.36%) Semantic Layer
7 7 (31.82%) Oracle
7 7 (31.82%) XML
8 5 (22.73%) Scrum
8 5 (22.73%) Retail
8 5 (22.73%) DB2
9 4 (18.18%) Oracle Database 10g
9 4 (18.18%) Oracle9i Database
9 4 (18.18%) E-Commerce
9 4 (18.18%) Business Analysis

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 (13.64%) BizTalk Server
Applications
1 8 (36.36%) Microsoft Excel
2 1 (4.55%) Spreadsheet
Business Applications
1 1 (4.55%) Cognos TM1
1 1 (4.55%) SAP S/4HANA
Database & Business Intelligence
1 12 (54.55%) Relational Database
2 11 (50.00%) Data Warehouse
3 9 (40.91%) OLAP
3 9 (40.91%) SQL Server
4 8 (36.36%) Semantic Layer
4 8 (36.36%) SQL Server Analysis Services
4 8 (36.36%) SQL Server Integration Services
5 5 (22.73%) DB2
6 4 (18.18%) Oracle Database
6 4 (18.18%) Oracle Database 10g
6 4 (18.18%) Oracle9i Database
7 3 (13.64%) SQL Server 2005
7 3 (13.64%) SQL Server 2014
8 2 (9.09%) IBM InfoSphere
8 2 (9.09%) OLTP
9 1 (4.55%) Oracle Reports
9 1 (4.55%) RDBMS
9 1 (4.55%) SAP Data Services
9 1 (4.55%) SAP HANA
9 1 (4.55%) SQL Server Reporting Services
Development Applications
1 8 (36.36%) Team Foundation Server
1 8 (36.36%) Visual Studio
General
1 5 (22.73%) Retail
2 1 (4.55%) Finance
Job Titles
1 12 (54.55%) Developer
2 8 (36.36%) Data Warehouse Developer
3 7 (31.82%) Business Intelligence Developer
4 6 (27.27%) Architect
4 6 (27.27%) Data Architect
5 3 (13.64%) BizTalk Developer
6 2 (9.09%) Analyst
7 1 (4.55%) Business Intelligence Analyst
7 1 (4.55%) Business Intelligence Data Analyst
7 1 (4.55%) Data Analyst
7 1 (4.55%) ETL Developer
7 1 (4.55%) QA Engineer
7 1 (4.55%) QA Test Engineer
7 1 (4.55%) Senior QA Engineer
7 1 (4.55%) Senior Test Engineer
7 1 (4.55%) SQL Analyst
7 1 (4.55%) SQL Data Analyst
7 1 (4.55%) Technical Leader
7 1 (4.55%) Test Engineer
7 1 (4.55%) TM1 Analyst
Libraries, Frameworks & Software Standards
1 8 (36.36%) MDX
2 7 (31.82%) XML
3 3 (13.64%) .NET
3 3 (13.64%) Kafka
3 3 (13.64%) XSLT
4 1 (4.55%) BAPI
4 1 (4.55%) EDI
4 1 (4.55%) REST
4 1 (4.55%) SAP Business Workflow
4 1 (4.55%) SAP Fiori
4 1 (4.55%) SAPUI5
4 1 (4.55%) SOAP
4 1 (4.55%) Web Services
Miscellaneous
1 2 (9.09%) BYOD
1 2 (9.09%) Private Cloud
2 1 (4.55%) Computer Science
2 1 (4.55%) Management Information System
Processes & Methodologies
1 11 (50.00%) Agile Software Development
2 10 (45.45%) Business Intelligence
2 10 (45.45%) ETL
3 8 (36.36%) Continuous Integration
3 8 (36.36%) Functional Testing
3 8 (36.36%) Unit Testing
4 5 (22.73%) Scrum
5 4 (18.18%) Business Analysis
5 4 (18.18%) E-Commerce
5 4 (18.18%) Software Architecture
6 3 (13.64%) Logical Data Model
6 3 (13.64%) UML
7 2 (9.09%) Capacity Management
7 2 (9.09%) Use Case
8 1 (4.55%) BPMN
8 1 (4.55%) Change Data Capture
8 1 (4.55%) Continuous Improvement
8 1 (4.55%) Data Cleansing
8 1 (4.55%) Performance Tuning
8 1 (4.55%) Test Automation
Programming Languages
1 20 (90.91%) SQL
2 11 (50.00%) T-SQL
3 8 (36.36%) C#
4 1 (4.55%) ABAP
4 1 (4.55%) JavaScript
Qualifications
1 4 (18.18%) Security Cleared
2 1 (4.55%) Computer Science Degree
2 1 (4.55%) Degree
2 1 (4.55%) SAP Certification
Quality Assurance & Compliance
1 1 (4.55%) Data Quality
1 1 (4.55%) QA
Vendors
1 8 (36.36%) Microsoft
2 7 (31.82%) Oracle
3 3 (13.64%) Cognos
4 2 (9.09%) IBM
4 2 (9.09%) Netezza
5 1 (4.55%) Informatica
5 1 (4.55%) SAP