Period
to 23 March 2019

The following table provides summary statistics for permanent job vacancies advertised in Warwick 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 March 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
Warwickshire > Warwick
6 months to
23 Mar 2019
Same period 2018 Same period 2017
Rank 26 43 46
Rank change year-on-year +17 +3 +36
Permanent jobs citing Data Modelling 17 6 12
As % of all permanent IT jobs advertised in Warwick 7.23% 2.00% 3.43%
As % of the Processes & Methodologies category 7.87% 2.17% 3.52%
Number of salaries quoted 7 2 4
Warwick median annual salary £70,000 £48,500 £50,000
Median salary % change year-on-year +44.33% -3.00% +31.58%
10th Percentile £51,500 £45,250 £40,350
90th Percentile £80,000 £51,750 £54,675
Warwickshire median annual salary £60,000 £45,000 £42,500
% change year-on-year +33.33% +5.88% -15.84%

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 Warwick with a requirement for process or methodology skills.

All Process and Methodology Skills
Warwick
Permanent vacancies with a requirement for process or methodology skills 216 277 341
As % of all permanent IT jobs advertised in Warwick 91.91% 92.33% 97.43%
Number of salaries quoted 104 176 226
Warwick median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £32,500 £31,250 £24,500
90th Percentile £72,500 £62,000 £65,375
Warwickshire median annual salary £44,000 £40,000 £40,000
% change year-on-year +10.00% - -5.88%

Data Modelling
Job Vacancy Trend in Warwick

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

Job vacancy trend for Data Modelling in Warwick

Data Modelling
Salary Trend in Warwick

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

Salary trend for Data Modelling in Warwick

Data Modelling
Salary Histogram in Warwick

The salary distribution of IT jobs citing Data Modelling in Warwick over the 6 months to 23 March 2019.

Salary histogram for Data Modelling in Warwick

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

1 16 (94.12%) Analytics
2 15 (88.24%) Microsoft Azure
3 10 (58.82%) Computer Science Degree
3 10 (58.82%) Degree
4 9 (52.94%) JIRA
4 9 (52.94%) Computer Science
4 9 (52.94%) Continuous Integration
4 9 (52.94%) Agile Software Development
4 9 (52.94%) Automotive
4 9 (52.94%) Artificial Intelligence
4 9 (52.94%) Java
4 9 (52.94%) Python
4 9 (52.94%) Workflow
4 9 (52.94%) Serverless
4 9 (52.94%) Scaled Agile Framework
4 9 (52.94%) Matrix Organization
4 9 (52.94%) User Experience
4 9 (52.94%) Google Cloud Platform
4 9 (52.94%) Amazon AWS
4 9 (52.94%) Confluence
4 9 (52.94%) Node.js
4 9 (52.94%) Telematics
4 9 (52.94%) RESTful
4 9 (52.94%) Machine Learning
4 9 (52.94%) Big Data
4 9 (52.94%) Data Privacy
5 8 (47.06%) Business Intelligence
6 7 (41.18%) QlikView
6 7 (41.18%) Qlik Sense
6 7 (41.18%) Analytical Skills

Data Modelling
Co-occurring IT Skills in Warwick 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 9 (52.94%) Confluence
Business Applications
1 1 (5.88%) SAP S/4HANA
Cloud Services
1 15 (88.24%) Microsoft Azure
2 9 (52.94%) Amazon AWS
2 9 (52.94%) Google Cloud Platform
2 9 (52.94%) Serverless
3 1 (5.88%) SuccessFactors
Database & Business Intelligence
1 9 (52.94%) Big Data
2 7 (41.18%) Qlik Sense
2 7 (41.18%) QlikView
3 6 (35.29%) Azure SQL Database
3 6 (35.29%) Data Warehouse
3 6 (35.29%) Enterprise Data Warehouse
3 6 (35.29%) OLAP
3 6 (35.29%) Power BI
4 1 (5.88%) BusinessObjects
4 1 (5.88%) BusinessObjects Business Intelligence
4 1 (5.88%) SAP BW
4 1 (5.88%) SAP HANA
Development Applications
1 9 (52.94%) JIRA
General
1 9 (52.94%) Automotive
2 1 (5.88%) Finance
Job Titles
1 9 (52.94%) Architect
1 9 (52.94%) Cloud Architect
1 9 (52.94%) Cloud Solutions Architect
1 9 (52.94%) Solutions Architect
2 1 (5.88%) Analyst
2 1 (5.88%) Business Intelligence Analyst
2 1 (5.88%) Developer
2 1 (5.88%) QlikView Developer
Libraries, Frameworks & Software Standards
1 9 (52.94%) Node.js
1 9 (52.94%) RESTful
2 1 (5.88%) SAP Fiori
Miscellaneous
1 9 (52.94%) User Experience
2 7 (41.18%) Analytical Skills
Operating Systems
1 1 (5.88%) Windows
Processes & Methodologies
1 16 (94.12%) Analytics
2 9 (52.94%) Agile Software Development
2 9 (52.94%) Artificial Intelligence
2 9 (52.94%) Computer Science
2 9 (52.94%) Continuous Integration
2 9 (52.94%) Data Privacy
2 9 (52.94%) Machine Learning
2 9 (52.94%) Matrix Organization
2 9 (52.94%) Scaled Agile Framework
2 9 (52.94%) Telematics
2 9 (52.94%) Workflow
3 8 (47.06%) Business Intelligence
4 7 (41.18%) ETL
5 6 (35.29%) Data Acquisition
5 6 (35.29%) Data Cleansing
5 6 (35.29%) Data Governance
5 6 (35.29%) Data Management
5 6 (35.29%) Data Security
5 6 (35.29%) Migration
6 1 (5.88%) Data Transformation
Programming Languages
1 9 (52.94%) Java
1 9 (52.94%) Python
2 6 (35.29%) SQL
Qualifications
1 10 (58.82%) Computer Science Degree
1 10 (58.82%) Degree
2 1 (5.88%) SC Cleared
2 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 6 (35.29%) Data Quality
Vendors
1 6 (35.29%) Greenplum
1 6 (35.29%) Informatica
1 6 (35.29%) Tableau
1 6 (35.29%) Talend
1 6 (35.29%) Teradata
2 1 (5.88%) Concur
2 1 (5.88%) SAP