The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cheltenham 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 42 32 60
Rank change year-on-year
-10 +28
Permanent jobs citing Data Modelling 21 29 2
As % of all permanent IT jobs located in Cheltenham 4.28% 7.07% 0.58%
As % of the Processes & Methodologies category 4.84% 8.63% 0.64%
Number of salaries quoted 19 17 2
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
Gloucestershire

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

Processes & Methodologies Category
Cheltenham
Permanent IT job ads with a match in the
Processes & Methodologies category
434 336 311
As % of all permanent IT jobs located in Cheltenham 88.39% 81.95% 90.67%
Number of salaries quoted 277 275 267
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year
+11.76% +6.25%
90% offered a salary of more than £34,700 £30,000 £29,000
10% offered a salary of more than £65,000 £55,000 £57,500
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 Cheltenham

The demand trend of job ads across the Cheltenham 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 Cheltenham

Data Modelling
Salary Trend in Cheltenham

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

Data Modelling Salary Trend in Cheltenham

Data Modelling
Salary Histogram in Cheltenham

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

Data Modelling Salary Histogram in Cheltenham

Data Modelling
Top 30 Related IT Skills in Cheltenham

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 Cheltenham region with a requirement for Data Modelling.

1 21 (67.74%) Finance
2 20 (64.52%) SQL
2 20 (64.52%) Microsoft
3 18 (58.06%) Microsoft Azure
4 15 (48.39%) Amazon AWS
4 15 (48.39%) JUnit
4 15 (48.39%) Web Services
4 15 (48.39%) Java
5 11 (35.48%) OO
5 11 (35.48%) OOD
6 9 (29.03%) UML
7 8 (25.81%) Use Case
8 6 (19.35%) BPMN
8 6 (19.35%) Basel III
8 6 (19.35%) Solvency II
8 6 (19.35%) Business Transformation
8 6 (19.35%) Basel II
8 6 (19.35%) BPR
8 6 (19.35%) Business Intelligence
8 6 (19.35%) MS Visio
8 6 (19.35%) SSADM
8 6 (19.35%) DSDM
8 6 (19.35%) Banking
8 6 (19.35%) Requirements Analysis
8 6 (19.35%) GAP Analysis
9 5 (16.13%) Agile Software Development
10 4 (12.90%) SQL Server Reporting Services
10 4 (12.90%) SQL Server Integration Services
10 4 (12.90%) Scrum
10 4 (12.90%) Data Warehouse

Data Modelling
Top Related IT Skills in Cheltenham 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:

Applications
1 6 (19.35%) MS Visio
Cloud Services
1 18 (58.06%) Microsoft Azure
2 15 (48.39%) Amazon AWS
Database & Business Intelligence
1 4 (12.90%) Data Warehouse
1 4 (12.90%) RDBMS
1 4 (12.90%) Relational Database
1 4 (12.90%) SQL Server
1 4 (12.90%) SQL Server Integration Services
1 4 (12.90%) SQL Server Reporting Services
1 4 (12.90%) Star Schema
2 3 (9.68%) Azure SQL Database
2 3 (9.68%) Biml
2 3 (9.68%) Data Mart
2 3 (9.68%) OLAP
2 3 (9.68%) Snowflake Schema
2 3 (9.68%) SQL Server 2012
2 3 (9.68%) SQL Server Analysis Services
3 2 (6.45%) Big Data
4 1 (3.23%) Data Mining
4 1 (3.23%) QlikView
Development Applications
1 15 (48.39%) JUnit
2 3 (9.68%) ERwin
General
1 21 (67.74%) Finance
2 6 (19.35%) Banking
3 2 (6.45%) German Language
3 2 (6.45%) Italian Language
3 2 (6.45%) Spanish Language
4 1 (3.23%) Portuguese Language
Job Titles
1 19 (61.29%) Developer
2 15 (48.39%) Java Developer
3 9 (29.03%) Analyst
3 9 (29.03%) Senior Developer
3 9 (29.03%) Senior Java Developer
4 8 (25.81%) Business Analyst
5 3 (9.68%) Architect
5 3 (9.68%) Data Architect
5 3 (9.68%) Data Warehouse Developer
5 3 (9.68%) Mid-Level Java Developer
6 2 (6.45%) Data Analyst
6 2 (6.45%) Data Business Analyst
7 1 (3.23%) Applications Developer
7 1 (3.23%) Big Data Architect
7 1 (3.23%) Business Intelligence Developer
7 1 (3.23%) Business Intelligence Lead
7 1 (3.23%) Data Manager
7 1 (3.23%) Lead Developer
7 1 (3.23%) Security Architect
7 1 (3.23%) Support Analyst
Libraries, Frameworks & Software Standards
1 15 (48.39%) Web Services
2 2 (6.45%) XSD
3 1 (3.23%) JSON
3 1 (3.23%) XForms
3 1 (3.23%) XML
3 1 (3.23%) XSL
Miscellaneous
1 1 (3.23%) Analytical Skills
1 1 (3.23%) Cyberthreat
1 1 (3.23%) Data Integration
1 1 (3.23%) Management Information System
Processes & Methodologies
1 11 (35.48%) OO
1 11 (35.48%) OOD
2 9 (29.03%) UML
3 8 (25.81%) Use Case
4 6 (19.35%) BPMN
4 6 (19.35%) BPR
4 6 (19.35%) Business Intelligence
4 6 (19.35%) Business Transformation
4 6 (19.35%) DSDM
4 6 (19.35%) GAP Analysis
4 6 (19.35%) Requirements Analysis
4 6 (19.35%) SSADM
5 5 (16.13%) Agile Software Development
6 4 (12.90%) Analytics
6 4 (12.90%) Data Analytics
6 4 (12.90%) ETL
6 4 (12.90%) Scrum
6 4 (12.90%) SDLC
7 3 (9.68%) Data Architecture
7 3 (9.68%) Kimball Methodology
Programming Languages
1 20 (64.52%) SQL
2 15 (48.39%) Java
3 1 (3.23%) XPath
3 1 (3.23%) XQuery
Qualifications
1 2 (6.45%) Degree
1 2 (6.45%) SC Cleared
1 2 (6.45%) Security Cleared
2 1 (3.23%) DV Cleared
Quality Assurance & Compliance
1 6 (19.35%) Basel II
1 6 (19.35%) Basel III
1 6 (19.35%) Solvency II
Vendors
1 20 (64.52%) Microsoft
2 3 (9.68%) Alteryx
3 2 (6.45%) IBM
4 1 (3.23%) Rally