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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 54 42 51
Rank change year-on-year
-12 +9
Permanent jobs citing Data Modelling 6 13 8
As % of all permanent IT jobs located in Cheltenham 1.53% 3.98% 1.82%
As % of the Processes & Methodologies category 1.69% 4.35% 2.12%
Number of salaries quoted 6 11 6
Median salary £63,500 £47,500 £31,500
Median salary % change year-on-year
+33.68% +50.79%
90% offered a salary of more than £38,750 £38,500 £27,750
10% offered a salary of more than £65,000 £61,500 £33,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
355 299 377
As % of all permanent IT jobs located in Cheltenham 90.33% 91.44% 85.88%
Number of salaries quoted 313 204 311
Median salary £47,500 £46,000 £45,000
Median salary % change year-on-year
+3.26% +2.22%
90% offered a salary of more than £32,500 £33,000 £30,000
10% offered a salary of more than £62,000 £52,000 £75,000
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 6 December 2016.

Data Modelling Salary Histogram in Cheltenham

Data Modelling
Top 30 Related IT Skills in Cheltenham

For the 6 months to 6 December 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 5 (55.56%) Java
1 5 (55.56%) SQL
1 5 (55.56%) Agile Software Development
2 4 (44.44%) Amazon AWS
2 4 (44.44%) ETL
2 4 (44.44%) Scrum
3 3 (33.33%) Business Intelligence
3 3 (33.33%) NoSQL
3 3 (33.33%) Migration
3 3 (33.33%) Analytical Skills
4 2 (22.22%) Apache Spark
4 2 (22.22%) Windows Server
4 2 (22.22%) Microsoft Azure
4 2 (22.22%) Big Data
4 2 (22.22%) Performance Tuning
4 2 (22.22%) Performance Monitoring
4 2 (22.22%) DevOps
4 2 (22.22%) Data Protection Act
4 2 (22.22%) Data Protection
4 2 (22.22%) Data Cleansing
4 2 (22.22%) Capacity Planning
4 2 (22.22%) Windows Server 2008
4 2 (22.22%) Hadoop
4 2 (22.22%) Data Warehouse
4 2 (22.22%) E-Commerce
4 2 (22.22%) Client/Server
4 2 (22.22%) N-Tier
4 2 (22.22%) T-SQL
4 2 (22.22%) MySQL
4 2 (22.22%) SQL Server

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 (22.22%) Apache Spark
1 2 (22.22%) IIS
2 1 (11.11%) Apache
2 1 (11.11%) Apache Pig
2 1 (11.11%) Confluence
2 1 (11.11%) Elasticsearch
Cloud Services
1 4 (44.44%) Amazon AWS
2 2 (22.22%) Microsoft Azure
Database & Business Intelligence
1 3 (33.33%) NoSQL
2 2 (22.22%) Big Data
2 2 (22.22%) Data Warehouse
2 2 (22.22%) Hadoop
2 2 (22.22%) MySQL
2 2 (22.22%) SQL Server
3 1 (11.11%) Apache Accumulo
3 1 (11.11%) Apache Hive
3 1 (11.11%) MongoDB
3 1 (11.11%) Neo4j
3 1 (11.11%) Oracle Database
3 1 (11.11%) OrientDB
3 1 (11.11%) RDBMS
3 1 (11.11%) Relational Database
Development Applications
1 2 (22.22%) JUnit
2 1 (11.11%) JIRA
General
1 2 (22.22%) Finance
2 1 (11.11%) Advertising
Job Titles
1 4 (44.44%) Architect
1 4 (44.44%) Data Architect
2 3 (33.33%) Developer
3 2 (22.22%) Administrator
3 2 (22.22%) AWS Architect
3 2 (22.22%) AWS DevOps
3 2 (22.22%) Business Intelligence Architect
3 2 (22.22%) Cloud Architect
3 2 (22.22%) DBA
3 2 (22.22%) DevOps Architect
3 2 (22.22%) E-Commerce Architect
3 2 (22.22%) ETL Architect
3 2 (22.22%) Java Architect
3 2 (22.22%) Java Developer
3 2 (22.22%) NoSQL Architect
3 2 (22.22%) SQL DBA
3 2 (22.22%) Windows Administrator
4 1 (11.11%) Senior Developer
4 1 (11.11%) Senior Software Developer
4 1 (11.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (11.11%) Apache Camel
1 1 (11.11%) Kafka
1 1 (11.11%) Spring
1 1 (11.11%) Web Services
Miscellaneous
1 3 (33.33%) Analytical Skills
2 2 (22.22%) Client/Server
2 2 (22.22%) Data Protection Act
2 2 (22.22%) N-Tier
3 1 (11.11%) Data Integration
3 1 (11.11%) Reference Data
3 1 (11.11%) Visualisation
3 1 (11.11%) Wiki
Operating Systems
1 2 (22.22%) Windows
1 2 (22.22%) Windows Server
1 2 (22.22%) Windows Server 2003
1 2 (22.22%) Windows Server 2008
Processes & Methodologies
1 5 (55.56%) Agile Software Development
2 4 (44.44%) ETL
2 4 (44.44%) Scrum
3 3 (33.33%) Business Intelligence
3 3 (33.33%) Migration
4 2 (22.22%) Capacity Planning
4 2 (22.22%) Data Cleansing
4 2 (22.22%) Data Protection
4 2 (22.22%) DevOps
4 2 (22.22%) E-Commerce
4 2 (22.22%) Performance Monitoring
4 2 (22.22%) Performance Tuning
5 1 (11.11%) Data Architecture
5 1 (11.11%) Data Management
5 1 (11.11%) Open Source
5 1 (11.11%) Requirements Analysis
5 1 (11.11%) SOA
5 1 (11.11%) Software Engineering
5 1 (11.11%) TOGAF
5 1 (11.11%) Translating Business Requirements
Programming Languages
1 5 (55.56%) Java
1 5 (55.56%) SQL
2 2 (22.22%) T-SQL
3 1 (11.11%) C
Qualifications
1 1 (11.11%) ISEB
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
System Software
1 1 (11.11%) Apache ZooKeeper
Systems Management
1 1 (11.11%) Hadoop YARN
Vendors
1 1 (11.11%) Cloudera
1 1 (11.11%) Hortonworks
1 1 (11.11%) MapR
1 1 (11.11%) Microsoft
1 1 (11.11%) Oracle