Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucester 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
Gloucestershire > Gloucester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 38 72 61
Rank change year-on-year +34 -11 -
Permanent jobs citing Data Modelling 11 7 8
As % of all permanent IT jobs advertised in Gloucester 3.47% 1.11% 1.44%
As % of the Processes & Methodologies category 3.97% 1.29% 1.64%
Number of salaries quoted 11 7 6
Gloucester median annual salary £40,000 £42,500 £47,500
Median salary % change year-on-year -5.88% -10.53% -
10th Percentile £27,500 £37,950 £40,625
90th Percentile £46,250 £45,550 £56,250
Gloucestershire median annual salary £42,500 £44,500 £47,500
% change year-on-year -4.49% -6.32% +50.79%

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 Gloucester with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucester
Permanent vacancies with a requirement for process or methodology skills 277 543 489
As % of all permanent IT jobs advertised in Gloucester 87.38% 86.33% 87.95%
Number of salaries quoted 239 511 442
Gloucester median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £30,200 £25,000 £26,250
90th Percentile £65,000 £57,500 £63,000
Gloucestershire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Data Modelling
Job Vacancy Trend in Gloucester

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

Job vacancy trend for Data Modelling in Gloucester

Data Modelling
Salary Trend in Gloucester

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

Salary trend for Data Modelling in Gloucester

Data Modelling
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Data Modelling in Gloucester over the 6 months to 23 November 2017.

Salary histogram for Data Modelling in Gloucester

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 Gloucester region with a requirement for Data Modelling.

1 10 (90.91%) Data Warehouse
2 9 (81.82%) SQL
3 8 (72.73%) ETL
4 7 (63.64%) SQL Server Integration Services
5 5 (45.45%) Business Intelligence
5 5 (45.45%) Power BI
6 4 (36.36%) Kimball Methodology
6 4 (36.36%) IBM
6 4 (36.36%) Microsoft
6 4 (36.36%) Cognos
7 3 (27.27%) DecisionStream
7 3 (27.27%) T-SQL
7 3 (27.27%) Manufacturing
7 3 (27.27%) SQL Server Reporting Services
7 3 (27.27%) SQL Server Analysis Services
7 3 (27.27%) Visualisation
7 3 (27.27%) Microsoft Azure
7 3 (27.27%) Data Visualisation
7 3 (27.27%) Translating Business Requirements
7 3 (27.27%) Cognos Business Intelligence
7 3 (27.27%) Cognos Report Studio
7 3 (27.27%) Cognos Framework Manager
7 3 (27.27%) Semantic Layer
8 2 (18.18%) Mentoring
8 2 (18.18%) Finance
8 2 (18.18%) Analytics
8 2 (18.18%) Stakeholder Management
9 1 (9.09%) SAS
9 1 (9.09%) SPSS
9 1 (9.09%) ERwin

Data Modelling
Co-occurring IT Skills in Gloucester 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 1 (9.09%) SAS
Applications
1 1 (9.09%) SPSS
Business Applications
1 3 (27.27%) Cognos Business Intelligence
Cloud Services
1 3 (27.27%) Microsoft Azure
Database & Business Intelligence
1 10 (90.91%) Data Warehouse
2 7 (63.64%) SQL Server Integration Services
3 5 (45.45%) Power BI
4 3 (27.27%) Cognos Framework Manager
4 3 (27.27%) Cognos Report Studio
4 3 (27.27%) DecisionStream
4 3 (27.27%) Semantic Layer
4 3 (27.27%) SQL Server Analysis Services
4 3 (27.27%) SQL Server Reporting Services
5 1 (9.09%) BusinessObjects
5 1 (9.09%) IBM InfoSphere
5 1 (9.09%) QlikView
5 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) ERwin
General
1 3 (27.27%) Manufacturing
2 2 (18.18%) Finance
3 1 (9.09%) Advertising
3 1 (9.09%) Banking
Job Titles
1 8 (72.73%) Developer
2 6 (54.55%) SQL Developer
3 3 (27.27%) Business Intelligence Developer
4 2 (18.18%) Business Developer
4 2 (18.18%) Cognos BI Developer
4 2 (18.18%) Cognos Developer
4 2 (18.18%) Junior
4 2 (18.18%) Junior Developer
4 2 (18.18%) Junior SQL Developer
4 2 (18.18%) SQL BI Developer
5 1 (9.09%) Analyst
5 1 (9.09%) Architect
5 1 (9.09%) Business Intelligence Consultant
5 1 (9.09%) Consultant
5 1 (9.09%) Data Analyst
5 1 (9.09%) Data Architect
5 1 (9.09%) Data Warehouse Developer
5 1 (9.09%) Power BI Consultant
5 1 (9.09%) Report Developer
5 1 (9.09%) SQL Server Developer
Miscellaneous
1 1 (9.09%) Greenfield Project
Processes & Methodologies
1 8 (72.73%) ETL
2 5 (45.45%) Business Intelligence
3 4 (36.36%) Kimball Methodology
4 3 (27.27%) Data Visualisation
4 3 (27.27%) Translating Business Requirements
4 3 (27.27%) Visualisation
5 2 (18.18%) Analytics
5 2 (18.18%) Mentoring
5 2 (18.18%) Stakeholder Management
6 1 (9.09%) Conceptual Models
6 1 (9.09%) Dashboard Development
6 1 (9.09%) Data Analytics
6 1 (9.09%) Data Governance
6 1 (9.09%) Data Lineage
6 1 (9.09%) Data Management
6 1 (9.09%) Migration
6 1 (9.09%) SDLC
Programming Languages
1 9 (81.82%) SQL
2 3 (27.27%) T-SQL
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 4 (36.36%) Cognos
1 4 (36.36%) IBM
1 4 (36.36%) Microsoft
2 1 (9.09%) Oracle
2 1 (9.09%) Tableau
2 1 (9.09%) Teradata