Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Coventry
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 69 92 92
Rank change year-on-year +23 0 +2
Permanent jobs citing Data Modelling 31 21 11
As % of all permanent IT jobs advertised in Coventry 2.34% 1.47% 0.77%
As % of the Processes & Methodologies category 2.61% 1.65% 0.88%
Number of salaries quoted 18 11 11
Coventry median annual salary £57,500 £40,500 £42,500
Median salary % change year-on-year +41.98% -4.71% +13.33%
10th Percentile £36,775 £36,000 £31,250
90th Percentile £60,000 £47,500 £83,750
West Midlands median annual salary £47,500 £45,000 £41,250
% change year-on-year +5.56% +9.09% -8.33%

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 1188 1274 1245
As % of all permanent IT jobs advertised in Coventry 89.86% 89.40% 87.06%
Number of salaries quoted 949 1050 1018
Coventry median annual salary £42,500 £42,500 £42,500
10th Percentile £25,500 £26,000 £26,250
90th Percentile £63,550 £61,250 £62,500
West Midlands median annual salary £40,000 £40,000 £40,000

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 23 November 2017.

Salary histogram for Data Modelling in Coventry

For the 6 months to 23 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 Coventry region with a requirement for Data Modelling.

1 24 (77.42%) SQL
2 17 (54.84%) SQL Server
3 15 (48.39%) Oracle
3 15 (48.39%) Relational Database
4 11 (35.48%) DB2
4 11 (35.48%) UML
5 10 (32.26%) Data Warehouse
6 9 (29.03%) Business Intelligence
6 9 (29.03%) Agile Software Development
6 9 (29.03%) Business Analysis
6 9 (29.03%) Logical Data Model
7 8 (25.81%) Software Architecture
7 8 (25.81%) ETL
7 8 (25.81%) T-SQL
7 8 (25.81%) XML
8 7 (22.58%) C#
8 7 (22.58%) E-Commerce
8 7 (22.58%) Oracle9i Database
8 7 (22.58%) Oracle Database 10g
8 7 (22.58%) SQL Server Analysis Services
8 7 (22.58%) Oracle Database
8 7 (22.58%) Retail
8 7 (22.58%) SQL Server Integration Services
9 6 (19.35%) Project Management
10 5 (16.13%) Microsoft
10 5 (16.13%) RDBMS
10 5 (16.13%) Microsoft Excel
10 5 (16.13%) OLAP
10 5 (16.13%) Visual Studio
10 5 (16.13%) MDX

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 (9.68%) BizTalk Server
2 2 (6.45%) IIS
2 2 (6.45%) OpenEdge
2 2 (6.45%) Sonic ESB
Applications
1 5 (16.13%) Microsoft Excel
Business Applications
1 2 (6.45%) Dynamics CRM
2 1 (3.23%) SAP S/4HANA
Communications & Networking
1 2 (6.45%) Firewall
Database & Business Intelligence
1 17 (54.84%) SQL Server
2 15 (48.39%) Relational Database
3 11 (35.48%) DB2
4 10 (32.26%) Data Warehouse
5 7 (22.58%) Oracle Database
5 7 (22.58%) Oracle Database 10g
5 7 (22.58%) Oracle9i Database
5 7 (22.58%) SQL Server Analysis Services
5 7 (22.58%) SQL Server Integration Services
6 5 (16.13%) OLAP
6 5 (16.13%) RDBMS
6 5 (16.13%) Semantic Layer
6 5 (16.13%) SQL Server Reporting Services
7 4 (12.90%) IBM InfoSphere
8 3 (9.68%) OLTP
8 3 (9.68%) SQL Server 2005
8 3 (9.68%) SQL Server 2014
9 2 (6.45%) DataStage
9 2 (6.45%) QualityStage
9 2 (6.45%) SQL Server 2012
Development Applications
1 5 (16.13%) Team Foundation Server
1 5 (16.13%) Visual Studio
2 1 (3.23%) ERwin
2 1 (3.23%) PowerDesigner
General
1 7 (22.58%) Retail
2 1 (3.23%) Finance
Job Titles
1 16 (51.61%) Architect
2 13 (41.94%) Data Architect
3 9 (29.03%) Developer
4 5 (16.13%) Data Warehouse Developer
5 4 (12.90%) Business Intelligence Developer
6 3 (9.68%) Analyst
6 3 (9.68%) Business Intelligence Analyst
6 3 (9.68%) Business Intelligence Data Analyst
6 3 (9.68%) Data Analyst
6 3 (9.68%) SQL Analyst
6 3 (9.68%) SQL Data Analyst
7 2 (6.45%) Data Modeller
7 2 (6.45%) ETL Developer
7 2 (6.45%) Solutions Architect
7 2 (6.45%) Technical Architect
8 1 (3.23%) QA Engineer
8 1 (3.23%) Senior Developer
8 1 (3.23%) Senior Technical Architect
8 1 (3.23%) Senior Test Engineer
8 1 (3.23%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (25.81%) XML
2 5 (16.13%) MDX
3 3 (9.68%) .NET
3 3 (9.68%) REST
3 3 (9.68%) SOAP
4 2 (6.45%) .NET Framework
4 2 (6.45%) ASP.NET
4 2 (6.45%) ASP.NET Web Forms
4 2 (6.45%) Entity Framework
4 2 (6.45%) Hibernate
4 2 (6.45%) WCF
5 1 (3.23%) BAPI
5 1 (3.23%) EDI
5 1 (3.23%) Kafka
5 1 (3.23%) SAP Business Workflow
5 1 (3.23%) SAP Fiori
5 1 (3.23%) SAPUI5
5 1 (3.23%) Web Services
5 1 (3.23%) XSLT
Miscellaneous
1 3 (9.68%) Management Information System
2 2 (6.45%) Analytical Skills
2 2 (6.45%) BYOD
2 2 (6.45%) Private Cloud
3 1 (3.23%) Computer Science
Processes & Methodologies
1 11 (35.48%) UML
2 9 (29.03%) Agile Software Development
2 9 (29.03%) Business Analysis
2 9 (29.03%) Business Intelligence
2 9 (29.03%) Logical Data Model
3 8 (25.81%) ETL
3 8 (25.81%) Software Architecture
4 7 (22.58%) E-Commerce
5 6 (19.35%) Project Management
6 5 (16.13%) Continuous Integration
6 5 (16.13%) Functional Testing
6 5 (16.13%) Mentoring
6 5 (16.13%) Unit Testing
7 4 (12.90%) Capacity Management
7 4 (12.90%) Use Case
8 3 (9.68%) Coaching
8 3 (9.68%) Data Cleansing
8 3 (9.68%) Data Management
8 3 (9.68%) Scrum
8 3 (9.68%) TOGAF
Programming Languages
1 24 (77.42%) SQL
2 8 (25.81%) T-SQL
3 7 (22.58%) C#
4 2 (6.45%) Java
5 1 (3.23%) ABAP
5 1 (3.23%) JavaScript
5 1 (3.23%) Python
Qualifications
1 2 (6.45%) Security Cleared
2 1 (3.23%) Computer Science Degree
2 1 (3.23%) Degree
2 1 (3.23%) SAP Certification
Quality Assurance & Compliance
1 2 (6.45%) ISO/IEC 27001
2 1 (3.23%) Data Quality
2 1 (3.23%) QA
Systems Management
1 2 (6.45%) Nagios
Vendors
1 15 (48.39%) Oracle
2 5 (16.13%) Microsoft
3 3 (9.68%) Cognos
3 3 (9.68%) IBM
3 3 (9.68%) Netezza
4 1 (3.23%) Informatica
4 1 (3.23%) SAP