The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire / Cheltenham
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 39 33 51
Rank change year-on-year -6 +18  
Permanent jobs citing Big Data 13 33 1
As % of all permanent IT jobs advertised in Cheltenham 5.46% 8.27% 0.28%
As % of the Database & Business Intelligence category 12.62% 22.00% 0.84%
Number of salaries quoted 12 31 1
Median salary £47,500 £50,000 £52,500
Median salary % change year-on-year -5.00% -4.76%  
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheltenham with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cheltenham
Permanent job vacancies with a requirement for database and business intelligence skills 103 150 119
As % of all permanent IT job vacancies advertised in Cheltenham 43.28% 37.59% 33.15%
Number of salaries quoted 96 119 103
Median salary £47,500 £50,000 £40,000
Median salary % change year-on-year -5.00% +25.00%  
90% offered a salary of more than £37,500 £35,000 £29,000
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Cheltenham

The job posting trend of jobs advertised in Cheltenham citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Cheltenham

Big Data
Salary Trend in Cheltenham

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

Salary trend for Big Data in Cheltenham

Big Data
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Big Data in Cheltenham over the 3 months to 26 June 2017.

Salary histogram for Big Data in Cheltenham

For the 6 months to 26 June 2017, IT jobs citing Big Data 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 Big Data.

1 14 (56.00%) C++
1 14 (56.00%) Agile Software Development
1 14 (56.00%) Security Cleared
1 14 (56.00%) Cybersecurity
2 13 (52.00%) Java
3 12 (48.00%) Software Engineering
4 11 (44.00%) DV Cleared
5 10 (40.00%) JavaScript
6 9 (36.00%) HTML
6 9 (36.00%) CSS
7 8 (32.00%) Reverse Engineering
7 8 (32.00%) Elasticsearch
8 7 (28.00%) Hadoop
8 7 (28.00%) C#
8 7 (28.00%) Python
9 6 (24.00%) Linux
9 6 (24.00%) Ethical Hacking
9 6 (24.00%) Apache Cassandra
9 6 (24.00%) Algorithms
10 5 (20.00%) React
10 5 (20.00%) Front End Development
10 5 (20.00%) Backbone.js
10 5 (20.00%) AngularJS
10 5 (20.00%) Node.js
10 5 (20.00%) REST
10 5 (20.00%) EasyMock
10 5 (20.00%) jQuery
10 5 (20.00%) Spring
10 5 (20.00%) Java EE
10 5 (20.00%) Hibernate

Big Data
Co-occurring 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 8 (32.00%) Elasticsearch
2 5 (20.00%) Apache
3 2 (8.00%) Apache Spark
3 2 (8.00%) JBoss
3 2 (8.00%) WebLogic
3 2 (8.00%) WebSphere
4 1 (4.00%) Confluence
Cloud Services
1 1 (4.00%) Amazon AWS
1 1 (4.00%) Cloud Computing
1 1 (4.00%) Google Cloud Platform
Communications & Networking
1 2 (8.00%) Internet
2 1 (4.00%) Firewall
Database & Business Intelligence
1 7 (28.00%) Hadoop
2 6 (24.00%) Apache Cassandra
3 5 (20.00%) Data Mining
4 4 (16.00%) MongoDB
5 3 (12.00%) Apache Hive
6 2 (8.00%) MySQL
6 2 (8.00%) NoSQL
6 2 (8.00%) OrientDB
7 1 (4.00%) Apache Accumulo
7 1 (4.00%) HBase
7 1 (4.00%) Redis
Development Applications
1 5 (20.00%) EasyMock
2 2 (8.00%) JUnit
3 1 (4.00%) Git (software)
3 1 (4.00%) Jenkins
3 1 (4.00%) JIRA
3 1 (4.00%) LoadRunner
3 1 (4.00%) RSpec
3 1 (4.00%) Selenium
General
1 3 (12.00%) Legal
2 2 (8.00%) Aerospace
2 2 (8.00%) Finance
3 1 (4.00%) Local Government
Job Titles
1 10 (40.00%) Developer
2 8 (32.00%) Java Engineer
2 8 (32.00%) Java Software Engineer
2 8 (32.00%) Software Engineer
3 5 (20.00%) Java Developer
3 5 (20.00%) Java Software Developer
4 4 (16.00%) Software Developer
5 3 (12.00%) Big Data Engineer
5 3 (12.00%) C# Software Engineer
5 3 (12.00%) C++ Software Engineer
5 3 (12.00%) Data Engineer
5 3 (12.00%) Developer/Software Engineer
5 3 (12.00%) Front End Developer (Client-Side Developer)
5 3 (12.00%) Research Engineer
6 2 (8.00%) Architect
6 2 (8.00%) C# Developer
6 2 (8.00%) Enterprise Architect
6 2 (8.00%) JavaScript Developer
7 1 (4.00%) Analyst
7 1 (4.00%) Test Manager
Libraries, Frameworks & Software Standards
1 9 (36.00%) CSS
1 9 (36.00%) HTML
2 5 (20.00%) AngularJS
2 5 (20.00%) Backbone.js
2 5 (20.00%) Hibernate
2 5 (20.00%) Java EE
2 5 (20.00%) jQuery
2 5 (20.00%) Node.js
2 5 (20.00%) React
2 5 (20.00%) REST
2 5 (20.00%) Spring
3 3 (12.00%) Kafka
4 2 (8.00%) CSS3
4 2 (8.00%) HTML5
4 2 (8.00%) J2EE
4 2 (8.00%) Java SE
4 2 (8.00%) Web Services
Miscellaneous
1 6 (24.00%) Algorithms
2 2 (8.00%) Analytical Skills
2 2 (8.00%) Cyber Defence
2 2 (8.00%) Cyberthreat
3 1 (4.00%) Internet of Things
3 1 (4.00%) Virtual Team
Operating Systems
1 6 (24.00%) Linux
2 3 (12.00%) Unix
3 2 (8.00%) AIX
4 1 (4.00%) Windows
Processes & Methodologies
1 14 (56.00%) Agile Software Development
1 14 (56.00%) Cybersecurity
2 12 (48.00%) Software Engineering
3 8 (32.00%) Reverse Engineering
4 6 (24.00%) Ethical Hacking
5 5 (20.00%) Front End Development
6 4 (16.00%) DevOps
6 4 (16.00%) Machine Learning
6 4 (16.00%) TDD
7 3 (12.00%) Mentoring
7 3 (12.00%) Threat Detection
8 2 (8.00%) MODAF
8 2 (8.00%) Open Source
8 2 (8.00%) Penetration Testing
8 2 (8.00%) Stakeholder Engagement
8 2 (8.00%) TOGAF
8 2 (8.00%) Translating Business Requirements
9 1 (4.00%) Enterprise Architecture
9 1 (4.00%) Logistics
9 1 (4.00%) Zachman Framework
Programming Languages
1 14 (56.00%) C++
2 13 (52.00%) Java
3 10 (40.00%) JavaScript
4 7 (28.00%) C#
4 7 (28.00%) Python
5 4 (16.00%) C
6 3 (12.00%) MATLAB
7 2 (8.00%) Perl
7 2 (8.00%) SQL
8 1 (4.00%) Bash Shell
8 1 (4.00%) Go
8 1 (4.00%) Shell Script
8 1 (4.00%) VB
Qualifications
1 14 (56.00%) Security Cleared
2 11 (44.00%) DV Cleared
3 3 (12.00%) PhD
4 2 (8.00%) SC Cleared
5 1 (4.00%) Degree
5 1 (4.00%) ISEB
Quality Assurance & Compliance
1 1 (4.00%) COBIT
Vendors
1 2 (8.00%) Oracle
2 1 (4.00%) Google
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: 4 days ago