The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 87 51 91
Rank change year-on-year
-36 +40
Permanent jobs citing Data Modelling 21 58 3
As % of all permanent IT jobs located in Gloucestershire 1.89% 5.16% 0.33%
As % of the Processes & Methodologies category 2.15% 5.99% 0.39%
Number of salaries quoted 19 29 3
Median salary £47,500 £41,500 £40,000
Median salary % change year-on-year
+14.45% +3.75%
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
Data Modelling
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Gloucestershire region.

Processes & Methodologies Category
Gloucestershire
Permanent IT job ads with a match in the
Processes & Methodologies category
979 969 770
As % of all permanent IT jobs located in Gloucestershire 87.88% 86.13% 83.60%
Number of salaries quoted 643 762 662
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £33,000 £28,700 £30,000
10% offered a salary of more than £65,000 £55,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Gloucestershire region.

Data Modelling Salary Trend in Gloucestershire

Data Modelling
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Gloucestershire region over the 3 months to 4 May 2016.

Data Modelling Salary Histogram 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 3 months to 4 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham -10 21 £47,500 +14.45%
Data Modelling
South West

Data Modelling
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 4 May 2016, 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 22 (61.11%) Finance
2 20 (55.56%) SQL
2 20 (55.56%) Microsoft
3 18 (50.00%) Microsoft Azure
4 15 (41.67%) Amazon AWS
4 15 (41.67%) Java
4 15 (41.67%) JUnit
4 15 (41.67%) Web Services
5 11 (30.56%) OO
5 11 (30.56%) OOD
5 11 (30.56%) Use Case
6 9 (25.00%) UML
7 8 (22.22%) Agile Software Development
8 7 (19.44%) Banking
8 7 (19.44%) Scrum
9 6 (16.67%) GAP Analysis
9 6 (16.67%) BPR
9 6 (16.67%) Basel II
9 6 (16.67%) MS Visio
9 6 (16.67%) Business Intelligence
9 6 (16.67%) SSADM
9 6 (16.67%) DSDM
9 6 (16.67%) Requirements Analysis
9 6 (16.67%) BPMN
9 6 (16.67%) Basel III
9 6 (16.67%) Solvency II
9 6 (16.67%) Business Transformation
10 5 (13.89%) Security Cleared
11 4 (11.11%) DV Cleared
11 4 (11.11%) Analytics

Data Modelling
Top Related 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 (2.78%) SAS
Applications
1 6 (16.67%) MS Visio
2 1 (2.78%) SPSS
Business Applications
1 1 (2.78%) SAP CRM
Cloud Services
1 18 (50.00%) Microsoft Azure
2 15 (41.67%) Amazon AWS
Database & Business Intelligence
1 4 (11.11%) Data Warehouse
1 4 (11.11%) RDBMS
1 4 (11.11%) Relational Database
1 4 (11.11%) SQL Server
1 4 (11.11%) SQL Server Integration Services
1 4 (11.11%) SQL Server Reporting Services
1 4 (11.11%) Star Schema
2 3 (8.33%) Azure SQL Database
2 3 (8.33%) Biml
2 3 (8.33%) Data Mart
2 3 (8.33%) OLAP
2 3 (8.33%) Snowflake Schema
2 3 (8.33%) SQL Server 2012
2 3 (8.33%) SQL Server Analysis Services
3 2 (5.56%) Big Data
4 1 (2.78%) Data Mining
4 1 (2.78%) QlikView
Development Applications
1 15 (41.67%) JUnit
2 3 (8.33%) ERwin
2 3 (8.33%) Rational DOORS
General
1 22 (61.11%) Finance
2 7 (19.44%) Banking
3 3 (8.33%) Military
4 2 (5.56%) German Language
4 2 (5.56%) Italian Language
4 2 (5.56%) Spanish Language
5 1 (2.78%) Billing
5 1 (2.78%) Portuguese Language
5 1 (2.78%) Retail
Job Titles
1 19 (52.78%) Developer
2 15 (41.67%) Java Developer
3 11 (30.56%) Analyst
4 9 (25.00%) Senior Developer
4 9 (25.00%) Senior Java Developer
5 8 (22.22%) Business Analyst
6 3 (8.33%) Architect
6 3 (8.33%) Data Architect
6 3 (8.33%) Data Warehouse Developer
6 3 (8.33%) Mid-Level Java Developer
6 3 (8.33%) Systems Engineer
7 2 (5.56%) Data Analyst
7 2 (5.56%) Data Business Analyst
8 1 (2.78%) Applications Developer
8 1 (2.78%) Credit Analyst
8 1 (2.78%) Data Manager
8 1 (2.78%) Lead Developer
8 1 (2.78%) Risk Analyst
8 1 (2.78%) Security Architect
8 1 (2.78%) Support Analyst
Libraries, Frameworks & Software Standards
1 15 (41.67%) Web Services
2 2 (5.56%) XSD
3 1 (2.78%) JSON
3 1 (2.78%) XForms
3 1 (2.78%) XML
3 1 (2.78%) XSL
Miscellaneous
1 4 (11.11%) Management Information System
2 3 (8.33%) Computer Science
2 3 (8.33%) Performance Metrics
3 2 (5.56%) Analytical Skills
4 1 (2.78%) Credit Risk
4 1 (2.78%) Cyberthreat
4 1 (2.78%) Data Integration
4 1 (2.78%) Economics
4 1 (2.78%) Mathematics
4 1 (2.78%) Statistics
Processes & Methodologies
1 11 (30.56%) OO
1 11 (30.56%) OOD
1 11 (30.56%) Use Case
2 9 (25.00%) UML
3 8 (22.22%) Agile Software Development
4 7 (19.44%) Scrum
5 6 (16.67%) BPMN
5 6 (16.67%) BPR
5 6 (16.67%) Business Intelligence
5 6 (16.67%) Business Transformation
5 6 (16.67%) DSDM
5 6 (16.67%) GAP Analysis
5 6 (16.67%) Requirements Analysis
5 6 (16.67%) SSADM
6 4 (11.11%) Analytics
6 4 (11.11%) ETL
6 4 (11.11%) ITIL
6 4 (11.11%) Project Management
6 4 (11.11%) SDLC
6 4 (11.11%) Validation
Programming Languages
1 20 (55.56%) SQL
2 15 (41.67%) Java
3 3 (8.33%) C
4 1 (2.78%) ABAP
4 1 (2.78%) XPath
4 1 (2.78%) XQuery
Qualifications
1 5 (13.89%) Security Cleared
2 4 (11.11%) DV Cleared
3 3 (8.33%) Degree
4 2 (5.56%) SC Cleared
Quality Assurance & Compliance
1 6 (16.67%) Basel II
1 6 (16.67%) Basel III
1 6 (16.67%) Solvency II
Vendors
1 20 (55.56%) Microsoft
2 3 (8.33%) Alteryx
3 2 (5.56%) IBM
4 1 (2.78%) Rally
4 1 (2.78%) SAP