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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Gloucestershire / Cheltenham
Rank 49 46 24
Rank change year-on-year
-3 -22
Permanent jobs citing Data Modelling 2 12 33
As % of all permanent IT jobs located in Cheltenham 0.81% 2.84% 8.38%
As % of the Processes & Methodologies category 0.92% 3.19% 9.40%
Number of salaries quoted 2 10 17
Median salary £62,000 £41,750 £38,500
Median salary % change year-on-year
+48.50% +8.44%
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
217 376 351
As % of all permanent IT jobs located in Cheltenham 87.50% 89.10% 89.09%
Number of salaries quoted 177 225 292
Median salary £50,000 £50,000 £42,500
Median salary % change year-on-year
- +17.64%
90% offered a salary of more than £33,000 £35,000 £30,000
10% offered a salary of more than £60,000 £52,500 £65,000
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
Top 30 Related IT Skills in Cheltenham

For the 6 months to 23 February 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 Cheltenham region with a requirement for Data Modelling.

1 6 (66.67%) Agile Software Development
2 5 (55.56%) Java
2 5 (55.56%) ETL
2 5 (55.56%) Scrum
3 4 (44.44%) Business Intelligence
3 4 (44.44%) SQL
3 4 (44.44%) Amazon AWS
4 3 (33.33%) Data Cleansing
4 3 (33.33%) NoSQL
4 3 (33.33%) Analytical Skills
4 3 (33.33%) Migration
5 2 (22.22%) Reference Data Management
5 2 (22.22%) Apache Spark
5 2 (22.22%) Translating Business Requirements
5 2 (22.22%) Data Visualisation
5 2 (22.22%) DevOps
5 2 (22.22%) Data Quality
5 2 (22.22%) SOA
5 2 (22.22%) ISEB
5 2 (22.22%) Finance
5 2 (22.22%) MySQL
5 2 (22.22%) JUnit
5 2 (22.22%) Data Warehouse
5 2 (22.22%) E-Commerce
5 2 (22.22%) Reference Data
5 2 (22.22%) Data Architecture
5 2 (22.22%) Hadoop
5 2 (22.22%) Visualisation
5 2 (22.22%) Microsoft Azure
5 2 (22.22%) Data Management

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
2 1 (11.11%) Apache
2 1 (11.11%) Apache Pig
2 1 (11.11%) Confluence
2 1 (11.11%) Elasticsearch
2 1 (11.11%) IIS
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
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
3 1 (11.11%) SQL Server
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 5 (55.56%) Architect
1 5 (55.56%) Data Architect
2 3 (33.33%) Developer
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%) 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%) Solutions Architect
4 1 (11.11%) Big Data Developer
4 1 (11.11%) Hadoop Developer
4 1 (11.11%) Senior Architect
4 1 (11.11%) Senior Big Data Developer
4 1 (11.11%) Senior Data Architect
4 1 (11.11%) Senior Hadoop Developer
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%) Reference Data
3 1 (11.11%) Client/Server
3 1 (11.11%) Data Protection Act
3 1 (11.11%) N-Tier
3 1 (11.11%) Wiki
Operating Systems
1 1 (11.11%) Windows
1 1 (11.11%) Windows Server
1 1 (11.11%) Windows Server 2003
1 1 (11.11%) Windows Server 2008
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 5 (55.56%) ETL
2 5 (55.56%) Scrum
3 4 (44.44%) Business Intelligence
4 3 (33.33%) Data Cleansing
4 3 (33.33%) Migration
5 2 (22.22%) Data Architecture
5 2 (22.22%) Data Management
5 2 (22.22%) Data Visualisation
5 2 (22.22%) DevOps
5 2 (22.22%) E-Commerce
5 2 (22.22%) Reference Data Management
5 2 (22.22%) SOA
5 2 (22.22%) TOGAF
5 2 (22.22%) Translating Business Requirements
5 2 (22.22%) Visualisation
6 1 (11.11%) Capacity Planning
6 1 (11.11%) Machine Learning
6 1 (11.11%) Performance Monitoring
6 1 (11.11%) Performance Tuning
Programming Languages
1 5 (55.56%) Java
2 4 (44.44%) SQL
3 1 (11.11%) C
3 1 (11.11%) T-SQL
Qualifications
1 2 (22.22%) ISEB
Quality Assurance & Compliance
1 2 (22.22%) 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