Period
to 20 January 2020

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 20 January 2020 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Coventry
6 months to
20 Jan 2020
Same period 2019 Same period 2018
Rank 57 78 80
Rank change year-on-year +21 +2 +7
Permanent jobs citing Data Modelling 29 11 25
As % of all permanent IT jobs advertised in Coventry 3.90% 1.18% 1.91%
As % of the Processes & Methodologies category 4.13% 1.32% 2.10%
Number of salaries quoted 25 8 10
Coventry median annual salary £43,620 £60,000 £57,500
Median salary % change year-on-year -27.30% +4.35% +53.33%
10th Percentile £38,400 £60,000 £36,925
90th Percentile £77,500 £90,625 £60,500
West Midlands median annual salary £43,810 £52,500 £50,000
% change year-on-year -16.55% +5.00% +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 702 832 1,192
As % of all permanent IT jobs advertised in Coventry 94.35% 89.56% 91.06%
Number of salaries quoted 606 683 929
Coventry median annual salary £47,750 £45,000 £45,000
Median salary % change year-on-year +6.11% - +5.88%
10th Percentile £31,250 £26,250 £26,250
90th Percentile £66,195 £67,500 £63,750
West Midlands median annual salary £45,000 £45,000 £41,000
% change year-on-year - +9.76% -1.20%

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 20 January 2020.

Salary histogram for Data Modelling in Coventry

For the 6 months to 20 January 2020, 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 21 (72.41%) Data Warehouse
2 17 (58.62%) Business Intelligence
3 16 (55.17%) SQL
3 16 (55.17%) Analytics
3 16 (55.17%) Analytical Skills
3 16 (55.17%) Problem-Solving
4 15 (51.72%) Oracle
5 13 (44.83%) SQL Server
5 13 (44.83%) Agile Software Development
5 13 (44.83%) SAS
6 12 (41.38%) ETL
6 12 (41.38%) Microsoft
6 12 (41.38%) Mentoring
7 11 (37.93%) QA
8 10 (34.48%) Confluence
8 10 (34.48%) Data Quality
8 10 (34.48%) Cognos
8 10 (34.48%) IBM
8 10 (34.48%) JIRA
9 9 (31.03%) ISTQB
9 9 (31.03%) Software Testing
9 9 (31.03%) Netezza
9 9 (31.03%) SQL Server Integration Services
9 9 (31.03%) Ab Initio
9 9 (31.03%) Migration
9 9 (31.03%) Informatica
9 9 (31.03%) BusinessObjects
9 9 (31.03%) User Acceptance Testing
9 9 (31.03%) Test Scripting
9 9 (31.03%) BusinessObjects XI

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 13 (44.83%) SAS
2 10 (34.48%) Confluence
3 2 (6.90%) Apache Spark
Business Applications
1 1 (3.45%) Cognos Business Intelligence
1 1 (3.45%) Oracle ERP
Cloud Services
1 5 (17.24%) Azure
2 4 (13.79%) AWS
3 3 (10.34%) Slack
4 2 (6.90%) SaaS
5 1 (3.45%) Power Platform
Database & Business Intelligence
1 21 (72.41%) Data Warehouse
2 13 (44.83%) SQL Server
3 9 (31.03%) BusinessObjects
3 9 (31.03%) BusinessObjects XI
3 9 (31.03%) Cognos Query Studio
3 9 (31.03%) IBM InfoSphere
3 9 (31.03%) SQL Server Analysis Services
3 9 (31.03%) SQL Server Integration Services
4 5 (17.24%) Relational Database
5 3 (10.34%) Big Data
5 3 (10.34%) MongoDB
5 3 (10.34%) NoSQL
5 3 (10.34%) SAS Data Integration Studio
6 2 (6.90%) Hadoop
6 2 (6.90%) MySQL
7 1 (3.45%) Data Mart
7 1 (3.45%) DB2
7 1 (3.45%) Enterprise Data Warehouse
7 1 (3.45%) OLAP
7 1 (3.45%) Power BI
Development Applications
1 10 (34.48%) JIRA
2 2 (6.90%) Visual Studio
General
1 5 (17.24%) Finance
2 4 (13.79%) Manufacturing
3 3 (10.34%) Retail
Job Titles
1 9 (31.03%) Test Leader
2 6 (20.69%) Architect
3 5 (17.24%) Data Engineer
4 4 (13.79%) Analyst
4 4 (13.79%) Business Intelligence Analyst
4 4 (13.79%) Senior Analyst
4 4 (13.79%) Senior Business Intelligence Analyst
5 3 (10.34%) Data Architect
5 3 (10.34%) Principal Architect
6 2 (6.90%) .NET Developer
6 2 (6.90%) C# Developer
6 2 (6.90%) C# Software Developer
6 2 (6.90%) Developer
6 2 (6.90%) Senior .NET Developer
6 2 (6.90%) Senior C# Developer
6 2 (6.90%) Senior Developer
6 2 (6.90%) Senior Software Developer
6 2 (6.90%) Software Developer
6 2 (6.90%) Solutions Architect
6 2 (6.90%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (10.34%) CSS
1 3 (10.34%) Elastic Stack
1 3 (10.34%) HTML
1 3 (10.34%) HTML5
1 3 (10.34%) Kafka
1 3 (10.34%) OpenID
2 2 (6.90%) .NET
2 2 (6.90%) .NET Framework
2 2 (6.90%) ASP.NET Web API
2 2 (6.90%) ASP.NET Web Forms
2 2 (6.90%) Entity Framework
2 2 (6.90%) REST
2 2 (6.90%) SOAP
2 2 (6.90%) Web Services
3 1 (3.45%) Oracle Fusion
Miscellaneous
1 16 (55.17%) Analytical Skills
2 3 (10.34%) Credit Risk
3 2 (6.90%) Data Structures
Operating Systems
1 3 (10.34%) Linux
Processes & Methodologies
1 17 (58.62%) Business Intelligence
2 16 (55.17%) Analytics
2 16 (55.17%) Problem-Solving
3 13 (44.83%) Agile Software Development
4 12 (41.38%) ETL
4 12 (41.38%) Mentoring
5 9 (31.03%) Matrix Management
5 9 (31.03%) Migration
5 9 (31.03%) SDLC
5 9 (31.03%) Software Testing
5 9 (31.03%) Test Automation
5 9 (31.03%) Test Planning
5 9 (31.03%) Test Scripting
5 9 (31.03%) User Acceptance Testing
6 7 (24.14%) Data Architecture
7 5 (17.24%) Data Governance
7 5 (17.24%) DevOps
7 5 (17.24%) Software Engineering
8 3 (10.34%) Computer Science
8 3 (10.34%) TOGAF
Programming Languages
1 16 (55.17%) SQL
2 5 (17.24%) Python
3 3 (10.34%) JavaScript
4 2 (6.90%) C#
4 2 (6.90%) C++
4 2 (6.90%) PowerShell
Qualifications
1 9 (31.03%) ISTQB
2 3 (10.34%) ISEB
2 3 (10.34%) TOGAF Certification
3 2 (6.90%) Degree
Quality Assurance & Compliance
1 11 (37.93%) QA
2 10 (34.48%) Data Quality
3 1 (3.45%) PMO
Systems Management
1 3 (10.34%) Kibana
Vendors
1 15 (51.72%) Oracle
2 12 (41.38%) Microsoft
3 10 (34.48%) Cognos
3 10 (34.48%) IBM
4 9 (31.03%) Ab Initio
4 9 (31.03%) Informatica
4 9 (31.03%) Netezza
5 3 (10.34%) Software AG