Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Gloucestershire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 93 120 96
Rank change year-on-year +27 -24 +39
Permanent jobs citing Data Modelling 42 41 54
As % of all permanent IT jobs advertised in Gloucestershire 2.84% 1.82% 2.62%
As % of the Processes & Methodologies category 3.19% 2.01% 2.93%
Number of salaries quoted 22 27 25
Gloucestershire median annual salary £42,500 £44,500 £47,500
Median salary % change year-on-year -4.49% -6.32% +50.79%
10th Percentile £27,600 £34,250 £36,150
90th Percentile £55,250 £65,000 £64,900
South West median annual salary £42,500 £42,500 £47,500
% change year-on-year - -10.53% +5.56%

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1318 2043 1844
As % of all permanent IT jobs advertised in Gloucestershire 89.05% 90.52% 89.38%
Number of salaries quoted 1076 1667 1489
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,500 £26,750 £26,250
90th Percentile £62,500 £63,000 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Modelling
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Modelling in Gloucestershire

Data Modelling
Salary Trend in Gloucestershire

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

Salary trend for Data Modelling in Gloucestershire

Data Modelling
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Modelling in Gloucestershire over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Gloucestershire

Data Modelling
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Gloucestershire region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cirencester 0 16 £45,750 - 1
Gloucester +30 11 £40,000 -5.88%
Cheltenham +11 6 £53,500 +33.75%
Data Modelling
South West

For the 6 months to 19 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 Gloucestershire region with a requirement for Data Modelling.

1 26 (61.90%) SQL
2 24 (57.14%) Data Warehouse
3 20 (47.62%) Business Intelligence
4 16 (38.10%) BusinessObjects
4 16 (38.10%) SQL Server
5 15 (35.71%) ERwin
5 15 (35.71%) Agile Software Development
5 15 (35.71%) Data Analysis
6 14 (33.33%) Finance
6 14 (33.33%) ETL
7 12 (28.57%) SQL Server Integration Services
8 11 (26.19%) Analytical Skills
9 10 (23.81%) Data Management
9 10 (23.81%) Microsoft Excel
9 10 (23.81%) C
9 10 (23.81%) Power BI
10 9 (21.43%) Numerate Degree
10 9 (21.43%) Acceptance Criteria
10 9 (21.43%) ITIL
10 9 (21.43%) Service Management
10 9 (21.43%) Degree
10 9 (21.43%) Mathematics
10 9 (21.43%) Computer Science
10 9 (21.43%) Use Case
10 9 (21.43%) DV Cleared
10 9 (21.43%) Security Cleared
11 8 (19.05%) Time Management
11 8 (19.05%) Requirements Management
11 8 (19.05%) MODAF
11 8 (19.05%) Performance Metrics

Data Modelling
Co-occurring IT Skills in Gloucestershire 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 (2.38%) SAS
Applications
1 10 (23.81%) Microsoft Excel
2 1 (2.38%) SPSS
Business Applications
1 3 (7.14%) Cognos Business Intelligence
Cloud Services
1 6 (14.29%) Amazon AWS
2 5 (11.90%) Microsoft Azure
Database & Business Intelligence
1 24 (57.14%) Data Warehouse
2 16 (38.10%) BusinessObjects
2 16 (38.10%) SQL Server
3 12 (28.57%) SQL Server Integration Services
4 10 (23.81%) Power BI
5 5 (11.90%) Qlik Sense
5 5 (11.90%) SQL Server 2008
5 5 (11.90%) SQL Server 2012
6 3 (7.14%) Cognos Framework Manager
6 3 (7.14%) Cognos Report Studio
6 3 (7.14%) DecisionStream
6 3 (7.14%) Semantic Layer
6 3 (7.14%) SQL Server Analysis Services
6 3 (7.14%) SQL Server Reporting Services
7 1 (2.38%) IBM InfoSphere
7 1 (2.38%) QlikView
Development Applications
1 15 (35.71%) ERwin
2 8 (19.05%) Rational DOORS
3 3 (7.14%) Atlassian Bamboo
4 2 (4.76%) JUnit
General
1 14 (33.33%) Finance
2 3 (7.14%) Manufacturing
3 1 (2.38%) Advertising
3 1 (2.38%) Banking
Job Titles
1 17 (40.48%) Analyst
2 11 (26.19%) Data Analyst
3 10 (23.81%) Developer
4 8 (19.05%) Business Intelligence Analyst
4 8 (19.05%) Senior Systems Engineer
4 8 (19.05%) Systems Engineer
5 6 (14.29%) SQL Developer
6 4 (9.52%) AWS Engineer
6 4 (9.52%) AWS Software Engineer
6 4 (9.52%) Senior Analyst
6 4 (9.52%) Senior Data Analyst
6 4 (9.52%) Senior Software Engineer
6 4 (9.52%) Software Engineer
7 3 (7.14%) Business Intelligence Data Analyst
7 3 (7.14%) Business Intelligence Developer
7 3 (7.14%) Financial Analyst
7 3 (7.14%) Junior
7 3 (7.14%) Senior Financial Analyst
7 3 (7.14%) SQL Analyst
8 2 (4.76%) Business Developer
Libraries, Frameworks & Software Standards
1 2 (4.76%) Apache Camel
1 2 (4.76%) Spring
Miscellaneous
1 11 (26.19%) Analytical Skills
2 9 (21.43%) Computer Science
3 8 (19.05%) Management Information System
4 1 (2.38%) Greenfield Project
Operating Systems
1 3 (7.14%) Linux
1 3 (7.14%) Windows
1 3 (7.14%) Windows Server
1 3 (7.14%) Windows Server 2012
Processes & Methodologies
1 20 (47.62%) Business Intelligence
2 15 (35.71%) Agile Software Development
2 15 (35.71%) Data Analysis
3 14 (33.33%) ETL
4 10 (23.81%) Data Management
5 9 (21.43%) Acceptance Criteria
5 9 (21.43%) ITIL
5 9 (21.43%) Mathematics
5 9 (21.43%) Service Management
5 9 (21.43%) Use Case
6 8 (19.05%) DevOps
6 8 (19.05%) Kimball Methodology
6 8 (19.05%) MODAF
6 8 (19.05%) Performance Metrics
6 8 (19.05%) Project Management
6 8 (19.05%) Requirements Management
6 8 (19.05%) Scrum
6 8 (19.05%) Time Management
6 8 (19.05%) TOGAF
6 8 (19.05%) Validation
Programming Languages
1 26 (61.90%) SQL
2 10 (23.81%) C
3 3 (7.14%) PowerShell
3 3 (7.14%) T-SQL
4 2 (4.76%) Java
Qualifications
1 9 (21.43%) Degree
1 9 (21.43%) DV Cleared
1 9 (21.43%) Numerate Degree
1 9 (21.43%) Security Cleared
2 4 (9.52%) CITP
Quality Assurance & Compliance
1 1 (2.38%) Data Quality
Vendors
1 6 (14.29%) Tableau
2 4 (9.52%) Cognos
2 4 (9.52%) IBM
2 4 (9.52%) Microsoft
3 1 (2.38%) Oracle
3 1 (2.38%) Teradata