Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Cheltenham
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 59 26 48
Rank change year-on-year -33 +22 +31
Permanent jobs citing Big Data 22 84 34
As % of all permanent IT jobs advertised in Cheltenham 4.67% 10.10% 5.05%
As % of the Database & Business Intelligence category 10.78% 25.93% 14.35%
Number of salaries quoted 22 84 33
Cheltenham median annual salary £46,250 £55,000 £65,000
Median salary % change year-on-year -15.91% -15.38% +4.00%
10th Percentile £19,750 £44,125 £43,750
90th Percentile £71,250 £70,000 £82,500
Gloucestershire median annual salary £45,000 £55,000 £65,000
% change year-on-year -18.18% -15.38% +6.12%

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

All Database and Business Intelligence Skills
Cheltenham
Permanent vacancies with a requirement for database or business intelligence skills 204 324 237
As % of all permanent IT jobs advertised in Cheltenham 43.31% 38.94% 35.22%
Number of salaries quoted 193 291 205
Cheltenham median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +12.50%
10th Percentile £27,500 £32,500 £31,250
90th Percentile £60,000 £65,000 £72,500
Gloucestershire median annual salary £43,500 £45,000 £42,500
% change year-on-year -3.33% +5.88% +13.33%

Big Data
Job Vacancy Trend in Cheltenham

Job postings citing Big Data as a percentage of all IT jobs advertised in Cheltenham.

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 6 months to 19 November 2017.

Salary histogram for Big Data in Cheltenham

For the 6 months to 19 November 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 13 (59.09%) Java
1 13 (59.09%) Agile Software Development
2 11 (50.00%) Hadoop
3 10 (45.45%) Security Cleared
4 9 (40.91%) Python
4 9 (40.91%) Software Engineering
5 8 (36.36%) C++
5 8 (36.36%) Spring
5 8 (36.36%) Hibernate
6 7 (31.82%) JavaScript
6 7 (31.82%) DV Cleared
6 7 (31.82%) Cybersecurity
7 6 (27.27%) Kafka
7 6 (27.27%) Java EE
7 6 (27.27%) HTML
7 6 (27.27%) C
7 6 (27.27%) CSS
7 6 (27.27%) Linux
7 6 (27.27%) Apache Spark
8 5 (22.73%) Node.js
9 4 (18.18%) Apache Hive
9 4 (18.18%) Apache Cassandra
9 4 (18.18%) HTML5
9 4 (18.18%) Stakeholder Engagement
9 4 (18.18%) Twitter Bootstrap
9 4 (18.18%) Elasticsearch
9 4 (18.18%) CSS3
9 4 (18.18%) Machine Learning
9 4 (18.18%) ArchiMate
9 4 (18.18%) AngularJS

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 6 (27.27%) Apache Spark
2 4 (18.18%) Apache
2 4 (18.18%) Elasticsearch
3 2 (9.09%) Apache Pig
4 1 (4.55%) Confluence
Cloud Services
1 4 (18.18%) Amazon AWS
Communications & Networking
1 3 (13.64%) Firewall
2 2 (9.09%) LAN
2 2 (9.09%) SSL
2 2 (9.09%) TCP/IP
2 2 (9.09%) WAN
3 1 (4.55%) HTTP
3 1 (4.55%) VPN
Database & Business Intelligence
1 11 (50.00%) Hadoop
2 4 (18.18%) Apache Cassandra
2 4 (18.18%) Apache Hive
3 3 (13.64%) Data Mining
4 2 (9.09%) MySQL
5 1 (4.55%) SQL Server
Development Applications
1 4 (18.18%) EasyMock
2 2 (9.09%) JIRA
2 2 (9.09%) JUnit
3 1 (4.55%) Atlassian Bamboo
3 1 (4.55%) Bitbucket
3 1 (4.55%) CodeSonar
3 1 (4.55%) Git (software)
3 1 (4.55%) git-flow
3 1 (4.55%) Robot Framework
3 1 (4.55%) Selenium
General
1 4 (18.18%) Local Government
2 3 (13.64%) Games
3 2 (9.09%) Aerospace
3 2 (9.09%) Telecoms
Job Titles
1 10 (45.45%) Developer
2 9 (40.91%) Java Developer
3 6 (27.27%) Graduate
3 6 (27.27%) Software Engineer
4 4 (18.18%) Architect
4 4 (18.18%) Enterprise Architect
4 4 (18.18%) Graduate Developer
4 4 (18.18%) Graduate Java Developer
4 4 (18.18%) Java Software Developer
4 4 (18.18%) Principal Architect
4 4 (18.18%) Principal Enterprise Architect
4 4 (18.18%) Senior Architect
4 4 (18.18%) Senior Enterprise Architect
4 4 (18.18%) Software Developer
5 3 (13.64%) Developer/Software Engineer
6 2 (9.09%) Graduate Software Engineer
6 2 (9.09%) Java Engineer
6 2 (9.09%) Java Software Engineer
7 1 (4.55%) Software Test Engineer
7 1 (4.55%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (36.36%) Hibernate
1 8 (36.36%) Spring
2 6 (27.27%) CSS
2 6 (27.27%) HTML
2 6 (27.27%) Java EE
2 6 (27.27%) Kafka
3 5 (22.73%) Node.js
4 4 (18.18%) AngularJS
4 4 (18.18%) CSS3
4 4 (18.18%) HTML5
4 4 (18.18%) jQuery
4 4 (18.18%) React
4 4 (18.18%) Twitter Bootstrap
5 2 (9.09%) REST
5 2 (9.09%) STL
6 1 (4.55%) .NET
6 1 (4.55%) ASP.NET
6 1 (4.55%) LAMP
6 1 (4.55%) RabbitMQ
6 1 (4.55%) SOAP
Miscellaneous
1 4 (18.18%) Computer Science
1 4 (18.18%) Cybercrime
2 2 (9.09%) Cyberthreat
3 1 (4.55%) Mobile App
3 1 (4.55%) Virtual Team
Operating Systems
1 6 (27.27%) Linux
2 3 (13.64%) Android
2 3 (13.64%) Windows
3 2 (9.09%) Apple iOS
4 1 (4.55%) Mac OS X
Processes & Methodologies
1 13 (59.09%) Agile Software Development
2 9 (40.91%) Software Engineering
3 7 (31.82%) Cybersecurity
4 4 (18.18%) Analytics
4 4 (18.18%) ArchiMate
4 4 (18.18%) BPMN
4 4 (18.18%) Disruptive Innovation
4 4 (18.18%) IT Strategy
4 4 (18.18%) ITIL
4 4 (18.18%) Machine Learning
4 4 (18.18%) MODAF
4 4 (18.18%) SFIA
4 4 (18.18%) Stakeholder Engagement
4 4 (18.18%) Target Operating Model
4 4 (18.18%) TOGAF
4 4 (18.18%) Zachman Framework
5 3 (13.64%) Game Development
5 3 (13.64%) OO
5 3 (13.64%) Visualisation
6 2 (9.09%) Multithreading
Programming Languages
1 13 (59.09%) Java
2 9 (40.91%) Python
3 8 (36.36%) C++
4 7 (31.82%) JavaScript
5 6 (27.27%) C
6 4 (18.18%) C#
7 3 (13.64%) Bash Shell
7 3 (13.64%) SQL
8 2 (9.09%) Korn
8 2 (9.09%) Objective-C
8 2 (9.09%) Perl
Qualifications
1 10 (45.45%) Security Cleared
2 7 (31.82%) DV Cleared
3 4 (18.18%) Degree
4 2 (9.09%) CISSP
5 1 (4.55%) CCNA
5 1 (4.55%) CEH
5 1 (4.55%) Cisco Certification
5 1 (4.55%) Computer Science Degree
5 1 (4.55%) GIAC
5 1 (4.55%) Linux+ Certification
5 1 (4.55%) Master's Degree
5 1 (4.55%) MCSE
5 1 (4.55%) Microsoft Certification
5 1 (4.55%) Network+ Certification
5 1 (4.55%) SANS
5 1 (4.55%) SC Cleared
5 1 (4.55%) SSCP
Quality Assurance & Compliance
1 4 (18.18%) COBIT
System Software
1 1 (4.55%) Docker
1 1 (4.55%) vSphere
Systems Management
1 1 (4.55%) Puppet
1 1 (4.55%) Salt
Vendors
1 4 (18.18%) Google
2 2 (9.09%) Twitter
3 1 (4.55%) Microsoft