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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 68 46 -
Rank change year-on-year
-22 -
Permanent jobs citing Data Modelling 4 9 0
As % of all permanent IT jobs located in Cheltenham 0.90% 2.76% -
As % of the Processes & Methodologies category 1.00% 3.00% -
Number of salaries quoted 4 7 0
Median salary £36,250 £57,500 -
Median salary % change year-on-year
-36.95% -
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
399 300 225
As % of all permanent IT jobs located in Cheltenham 90.07% 92.02% 78.13%
Number of salaries quoted 324 263 194
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £35,000 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £69,250
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 24 September 2016.

Data Modelling Salary Histogram in Cheltenham

Data Modelling
Top 30 Related IT Skills in Cheltenham

For the 6 months to 24 September 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 10 (83.33%) SQL
2 8 (66.67%) Microsoft Azure
3 7 (58.33%) Microsoft
4 5 (41.67%) Java
4 5 (41.67%) JUnit
4 5 (41.67%) SQL Server
4 5 (41.67%) Amazon AWS
4 5 (41.67%) Agile Software Development
5 4 (33.33%) Finance
5 4 (33.33%) Scrum
5 4 (33.33%) Web Services
6 3 (25.00%) ERwin
6 3 (25.00%) OOD
6 3 (25.00%) ETL
6 3 (25.00%) Business Intelligence
6 3 (25.00%) RDBMS
6 3 (25.00%) Snowflake Schema
6 3 (25.00%) Star Schema
6 3 (25.00%) OLAP
6 3 (25.00%) OO
6 3 (25.00%) Data Warehouse
6 3 (25.00%) SQL Server Reporting Services
6 3 (25.00%) Data Mart
6 3 (25.00%) SQL Server Integration Services
6 3 (25.00%) Refactoring
6 3 (25.00%) SQL Server Analysis Services
6 3 (25.00%) Azure SQL Database
6 3 (25.00%) SQL Server 2012
6 3 (25.00%) Kimball Methodology
6 3 (25.00%) Alteryx

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:

Application Platforms
1 2 (16.67%) IIS
2 1 (8.33%) Apache
2 1 (8.33%) Apache Pig
2 1 (8.33%) Apache Spark
2 1 (8.33%) Confluence
2 1 (8.33%) Elasticsearch
Applications
1 1 (8.33%) MS Office
Business Applications
1 1 (8.33%) SAP CRM
Cloud Services
1 8 (66.67%) Microsoft Azure
2 5 (41.67%) Amazon AWS
Database & Business Intelligence
1 5 (41.67%) SQL Server
2 3 (25.00%) Azure SQL Database
2 3 (25.00%) Biml
2 3 (25.00%) Data Mart
2 3 (25.00%) Data Warehouse
2 3 (25.00%) OLAP
2 3 (25.00%) RDBMS
2 3 (25.00%) Relational Database
2 3 (25.00%) Snowflake Schema
2 3 (25.00%) SQL Server 2012
2 3 (25.00%) SQL Server Analysis Services
2 3 (25.00%) SQL Server Integration Services
2 3 (25.00%) SQL Server Reporting Services
2 3 (25.00%) Star Schema
3 1 (8.33%) Apache Accumulo
3 1 (8.33%) Apache Hive
3 1 (8.33%) Big Data
3 1 (8.33%) Hadoop
3 1 (8.33%) Neo4j
3 1 (8.33%) OrientDB
Development Applications
1 5 (41.67%) JUnit
2 3 (25.00%) ERwin
3 1 (8.33%) JIRA
General
1 4 (33.33%) Finance
2 1 (8.33%) Billing
Job Titles
1 9 (75.00%) Developer
2 5 (41.67%) Java Developer
3 4 (33.33%) Senior Developer
4 3 (25.00%) Data Warehouse Developer
4 3 (25.00%) Mid-Level Java Developer
4 3 (25.00%) Senior Java Developer
5 2 (16.67%) Administrator
5 2 (16.67%) DBA
5 2 (16.67%) SQL DBA
5 2 (16.67%) Windows Administrator
6 1 (8.33%) Big Data Developer
6 1 (8.33%) Business Intelligence Developer
6 1 (8.33%) Hadoop Developer
6 1 (8.33%) Lead Developer
6 1 (8.33%) SAP Analyst
6 1 (8.33%) SAP Support
6 1 (8.33%) SAP Support Analyst
6 1 (8.33%) Senior Big Data Developer
6 1 (8.33%) Senior Hadoop Developer
6 1 (8.33%) Support Analyst
Libraries, Frameworks & Software Standards
1 4 (33.33%) Web Services
2 1 (8.33%) Apache Camel
2 1 (8.33%) Kafka
2 1 (8.33%) Spring
Miscellaneous
1 3 (25.00%) Analytical Skills
2 2 (16.67%) Client/Server
2 2 (16.67%) Data Protection Act
2 2 (16.67%) N-Tier
3 1 (8.33%) Wiki
Operating Systems
1 2 (16.67%) Windows
1 2 (16.67%) Windows Server
1 2 (16.67%) Windows Server 2003
1 2 (16.67%) Windows Server 2008
Processes & Methodologies
1 5 (41.67%) Agile Software Development
2 4 (33.33%) Scrum
3 3 (25.00%) Business Intelligence
3 3 (25.00%) ETL
3 3 (25.00%) Kimball Methodology
3 3 (25.00%) OO
3 3 (25.00%) OOD
3 3 (25.00%) Refactoring
4 2 (16.67%) Capacity Planning
4 2 (16.67%) Data Protection
4 2 (16.67%) Migration
4 2 (16.67%) Performance Monitoring
4 2 (16.67%) Performance Tuning
5 1 (8.33%) Change Management
5 1 (8.33%) Data Cleansing
5 1 (8.33%) Open Source
5 1 (8.33%) Requirements Analysis
5 1 (8.33%) SDLC
5 1 (8.33%) Software Engineering
5 1 (8.33%) Test Scripting
Programming Languages
1 10 (83.33%) SQL
2 5 (41.67%) Java
3 2 (16.67%) T-SQL
4 1 (8.33%) C
System Software
1 1 (8.33%) Apache ZooKeeper
Systems Management
1 1 (8.33%) Hadoop YARN
Vendors
1 7 (58.33%) Microsoft
2 3 (25.00%) Alteryx
3 1 (8.33%) Cloudera
3 1 (8.33%) Hortonworks
3 1 (8.33%) MapR
3 1 (8.33%) SAP