Period
to 22 August 2019

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 August 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Coventry
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 77 82 78
Rank change year-on-year +5 -4 +16
Permanent jobs citing Data Modelling 8 15 25
As % of all permanent IT jobs advertised in Coventry 0.94% 1.26% 1.84%
As % of the Processes & Methodologies category 1.02% 1.41% 2.01%
Number of salaries quoted 6 7 19
Coventry median annual salary £42,560 £70,000 £57,500
Median salary % change year-on-year -39.20% +21.74% +36.90%
10th Percentile £36,625 £58,000 £38,050
90th Percentile £61,848 £90,750 £61,000
West Midlands median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -

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 785 1,065 1,241
As % of all permanent IT jobs advertised in Coventry 92.03% 89.57% 91.52%
Number of salaries quoted 633 879 1,033
Coventry median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -5.88%
10th Percentile £29,050 £28,804 £26,250
90th Percentile £67,900 £65,000 £61,250
West Midlands median annual salary £45,000 £43,340 £40,000
% change year-on-year +3.83% +8.35% -

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 August 2019.

Salary histogram for Data Modelling in Coventry

For the 6 months to 22 August 2019, 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 6 (75.00%) Oracle
1 6 (75.00%) SQL Server
2 5 (62.50%) Data Warehouse
3 4 (50.00%) Agile Software Development
3 4 (50.00%) Microsoft
3 4 (50.00%) SQL
3 4 (50.00%) Mentoring
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Problem-Solving
4 3 (37.50%) Analytics
4 3 (37.50%) Business Intelligence
4 3 (37.50%) Degree
4 3 (37.50%) Azure
5 2 (25.00%) AWS
5 2 (25.00%) Confluence
5 2 (25.00%) User Acceptance Testing
5 2 (25.00%) Test Scripting
5 2 (25.00%) BusinessObjects XI
5 2 (25.00%) SQL Server Analysis Services
5 2 (25.00%) Data Architecture
5 2 (25.00%) Informatica
5 2 (25.00%) Test Automation
5 2 (25.00%) NoSQL
5 2 (25.00%) JIRA
5 2 (25.00%) Migration
5 2 (25.00%) Ab Initio
5 2 (25.00%) QA
5 2 (25.00%) Matrix Management
5 2 (25.00%) Information Management
5 2 (25.00%) Data 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 2 (25.00%) Confluence
1 2 (25.00%) SAS
Applications
1 1 (12.50%) Microsoft Excel
1 1 (12.50%) Spreadsheet
Cloud Services
1 3 (37.50%) Azure
2 2 (25.00%) AWS
3 1 (12.50%) Power Platform
3 1 (12.50%) Slack
Database & Business Intelligence
1 6 (75.00%) SQL Server
2 5 (62.50%) Data Warehouse
3 2 (25.00%) BusinessObjects
3 2 (25.00%) BusinessObjects XI
3 2 (25.00%) Cognos Query Studio
3 2 (25.00%) DB2
3 2 (25.00%) IBM InfoSphere
3 2 (25.00%) NoSQL
3 2 (25.00%) SQL Server Analysis Services
3 2 (25.00%) SQL Server Integration Services
4 1 (12.50%) MongoDB
4 1 (12.50%) OLTP
4 1 (12.50%) Power BI
4 1 (12.50%) Relational Database
Development Applications
1 2 (25.00%) JIRA
General
1 2 (25.00%) Retail
2 1 (12.50%) Public Sector
Job Titles
1 5 (62.50%) Architect
2 4 (50.00%) Data Architect
3 2 (25.00%) Principal Architect
3 2 (25.00%) Solutions Architect
3 2 (25.00%) Test Leader
4 1 (12.50%) Data Manager
4 1 (12.50%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 2 (25.00%) Web Services
2 1 (12.50%) CSS
2 1 (12.50%) Elastic Stack
2 1 (12.50%) HTML
2 1 (12.50%) HTML5
2 1 (12.50%) Kafka
2 1 (12.50%) OpenID
2 1 (12.50%) XML
Miscellaneous
1 4 (50.00%) Analytical Skills
2 1 (12.50%) Public Cloud
Processes & Methodologies
1 4 (50.00%) Agile Software Development
1 4 (50.00%) Mentoring
1 4 (50.00%) Problem-Solving
2 3 (37.50%) Analytics
2 3 (37.50%) Business Intelligence
3 2 (25.00%) Coaching
3 2 (25.00%) Cybersecurity
3 2 (25.00%) Data Analysis
3 2 (25.00%) Data Architecture
3 2 (25.00%) Data Governance
3 2 (25.00%) Data Management
3 2 (25.00%) ETL
3 2 (25.00%) Information Management
3 2 (25.00%) Matrix Management
3 2 (25.00%) Migration
3 2 (25.00%) SDLC
3 2 (25.00%) Software Testing
3 2 (25.00%) Test Automation
3 2 (25.00%) Test Scripting
3 2 (25.00%) User Acceptance Testing
Programming Languages
1 4 (50.00%) SQL
2 1 (12.50%) JavaScript
2 1 (12.50%) VB
Qualifications
1 3 (37.50%) Degree
2 2 (25.00%) ISTQB
3 1 (12.50%) ISEB
3 1 (12.50%) TOGAF Certification
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
1 2 (25.00%) QA
2 1 (12.50%) GDPR
Systems Management
1 1 (12.50%) Kibana
Vendors
1 6 (75.00%) Oracle
2 4 (50.00%) Microsoft
3 2 (25.00%) Ab Initio
3 2 (25.00%) Cognos
3 2 (25.00%) IBM
3 2 (25.00%) Informatica
3 2 (25.00%) Netezza
4 1 (12.50%) SAP
4 1 (12.50%) Software AG