The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 24 51 -
Rank change year-on-year
+27 -
Permanent jobs citing Big Data 39 1 0
As % of all permanent IT jobs located in Cheltenham 9.80% 0.33% -
As % of the Database & Business Intelligence category 26.90% 0.91% -
Number of salaries quoted 34 1 0
Median salary £53,750 £52,500 -
Median salary % change year-on-year
+2.38% -
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Gloucestershire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cheltenham region.

Database & Business Intelligence Category
Cheltenham
Permanent IT job ads with a match in the
Database & Business Intelligence category
145 110 109
As % of all permanent IT jobs located in Cheltenham 36.43% 35.95% 37.98%
Number of salaries quoted 114 103 89
Median salary £50,000 £45,000 £40,000
Median salary % change year-on-year
+11.11% +12.50%
90% offered a salary of more than £35,250 £32,500 £27,250
10% offered a salary of more than £60,000 £45,000 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Big Data
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Cheltenham region.

Big Data Salary Trend in Cheltenham

Big Data
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Big Data across the Cheltenham region over the 3 months to 25 July 2016.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 25 July 2016, 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 61 (80.26%) Security Cleared
1 61 (80.26%) Cybersecurity
2 49 (64.47%) Java
3 45 (59.21%) DV Cleared
4 41 (53.95%) Agile Software Development
4 41 (53.95%) Software Engineering
5 33 (43.42%) C++
6 31 (40.79%) Linux
6 31 (40.79%) Python
7 28 (36.84%) Android
8 27 (35.53%) SQL
9 25 (32.89%) C#
10 24 (31.58%) Windows
10 24 (31.58%) Hadoop
11 22 (28.95%) Cybercrime
11 22 (28.95%) Telecoms
12 18 (23.68%) JavaScript
13 17 (22.37%) Reverse Engineering
14 16 (21.05%) User Acceptance Testing
14 16 (21.05%) Bash Shell
14 16 (21.05%) Test Planning
14 16 (21.05%) Regression Testing
15 15 (19.74%) Algorithms
15 15 (19.74%) MongoDB
16 14 (18.42%) Visualisation
16 14 (18.42%) Continuous Integration
16 14 (18.42%) Test Automation
16 14 (18.42%) SC Cleared
16 14 (18.42%) Mobile Development
16 14 (18.42%) Automated Testing

Big Data
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 13 (17.11%) Elasticsearch
2 11 (14.47%) Apache Spark
3 9 (11.84%) Confluence
4 8 (10.53%) Apache
5 7 (9.21%) Apache Pig
6 3 (3.95%) JBoss
6 3 (3.95%) SAS
7 2 (2.63%) WebLogic
7 2 (2.63%) WebSphere
Cloud Services
1 8 (10.53%) Cloud Computing
2 3 (3.95%) SaaS
Communications & Networking
1 13 (17.11%) Internet
2 8 (10.53%) SSL
3 5 (6.58%) Firewall
3 5 (6.58%) TCP/IP
4 4 (5.26%) Network Security
5 2 (2.63%) HTTPS
Database & Business Intelligence
1 24 (31.58%) Hadoop
2 15 (19.74%) MongoDB
3 14 (18.42%) Data Mining
4 12 (15.79%) MySQL
5 10 (13.16%) Apache Accumulo
6 9 (11.84%) Neo4j
7 7 (9.21%) Apache Hive
7 7 (9.21%) OrientDB
8 5 (6.58%) Apache Cassandra
8 5 (6.58%) IBM InfoSphere
8 5 (6.58%) NoSQL
8 5 (6.58%) Relational Database
9 4 (5.26%) Data Warehouse
10 3 (3.95%) Oracle Database
10 3 (3.95%) Oracle Database 11g
10 3 (3.95%) RDBMS
10 3 (3.95%) SQL Server
11 2 (2.63%) GIS
12 1 (1.32%) SQL Server Integration Services
12 1 (1.32%) SQL Server Reporting Services
Development Applications
1 10 (13.16%) Jenkins
2 9 (11.84%) JIRA
3 8 (10.53%) Git (software)
3 8 (10.53%) LoadRunner
3 8 (10.53%) RSpec
3 8 (10.53%) Selenium
4 2 (2.63%) Atlassian Bamboo
4 2 (2.63%) Bitbucket
4 2 (2.63%) Visual Studio
5 1 (1.32%) EasyMock
5 1 (1.32%) JUnit
General
1 22 (28.95%) Telecoms
2 3 (3.95%) Finance
2 3 (3.95%) Manufacturing
3 1 (1.32%) Marketing
3 1 (1.32%) Retail
Job Titles
1 21 (27.63%) Software Engineer
2 12 (15.79%) Big Data Engineer
3 11 (14.47%) Data Engineer
4 10 (13.16%) Consultant
4 10 (13.16%) Java Engineer
4 10 (13.16%) Technical Consultant
5 9 (11.84%) Architect
5 9 (11.84%) Developer
5 9 (11.84%) DV Cleared Technical Consultant
5 9 (11.84%) Java Software Engineer
5 9 (11.84%) SC Cleared Technical Consultant
6 8 (10.53%) Analyst
6 8 (10.53%) Software Test Engineer
6 8 (10.53%) Test Analyst
6 8 (10.53%) Test Engineer
6 8 (10.53%) Test Manager
7 7 (9.21%) C# Software Engineer
7 7 (9.21%) C++ Software Engineer
8 6 (7.89%) Software Architect
8 6 (7.89%) Test Architect
Libraries, Frameworks & Software Standards
1 7 (9.21%) Java EE
1 7 (9.21%) Kafka
2 5 (6.58%) OpenCL
2 5 (6.58%) STL
2 5 (6.58%) ZeroMQ
3 4 (5.26%) CSS
3 4 (5.26%) CSS3
3 4 (5.26%) HTML
3 4 (5.26%) HTML5
3 4 (5.26%) Spring
4 3 (3.95%) EJB
4 3 (3.95%) Web Services
5 2 (2.63%) .NET
5 2 (2.63%) AngularJS
5 2 (2.63%) Hibernate
5 2 (2.63%) J2EE
5 2 (2.63%) Java SE
5 2 (2.63%) JSF
5 2 (2.63%) Middleware
5 2 (2.63%) Node.js
Miscellaneous
1 22 (28.95%) Cybercrime
2 15 (19.74%) Algorithms
3 14 (18.42%) Visualisation
4 13 (17.11%) Internet of Things
5 12 (15.79%) Cyberthreat
6 9 (11.84%) iPhone
6 9 (11.84%) Mathematics
7 8 (10.53%) Mobile App
8 7 (9.21%) Analytical Skills
9 5 (6.58%) VHDL
10 4 (5.26%) Computer Science
10 4 (5.26%) User Experience
10 4 (5.26%) Wiki
11 2 (2.63%) PKI
12 1 (1.32%) Data Integration
12 1 (1.32%) Data Structures
12 1 (1.32%) Statistics
Operating Systems
1 31 (40.79%) Linux
2 28 (36.84%) Android
3 24 (31.58%) Windows
4 10 (13.16%) Unix
5 9 (11.84%) Windows Phone
6 5 (6.58%) Apple iOS
6 5 (6.58%) Mac OS X
7 2 (2.63%) AIX
Processes & Methodologies
1 61 (80.26%) Cybersecurity
2 41 (53.95%) Agile Software Development
2 41 (53.95%) Software Engineering
3 17 (22.37%) Reverse Engineering
4 16 (21.05%) Regression Testing
4 16 (21.05%) Test Planning
4 16 (21.05%) User Acceptance Testing
5 14 (18.42%) Automated Testing
5 14 (18.42%) Continuous Integration
5 14 (18.42%) Mobile Development
5 14 (18.42%) Test Automation
6 12 (15.79%) Ethical Hacking
7 10 (13.16%) Analytics
7 10 (13.16%) Integration Testing
7 10 (13.16%) Network Design
7 10 (13.16%) Scrum
8 9 (11.84%) Android Development
8 9 (11.84%) iOS Development
8 9 (11.84%) Open Source
8 9 (11.84%) TDD
Programming Languages
1 49 (64.47%) Java
2 33 (43.42%) C++
3 31 (40.79%) Python
4 27 (35.53%) SQL
5 25 (32.89%) C#
6 18 (23.68%) JavaScript
7 16 (21.05%) Bash Shell
8 14 (18.42%) C
9 11 (14.47%) Objective-C
10 9 (11.84%) Ruby
10 9 (11.84%) Scala
10 9 (11.84%) Shell Script
11 8 (10.53%) VB
12 6 (7.89%) Perl
13 3 (3.95%) PL/SQL
14 2 (2.63%) SAS Macro
15 1 (1.32%) PHP
Qualifications
1 61 (80.26%) Security Cleared
2 45 (59.21%) DV Cleared
3 14 (18.42%) SC Cleared
4 8 (10.53%) ISEB
5 5 (6.58%) CCNA
5 5 (6.58%) Cisco Certification
5 5 (6.58%) CISSP
5 5 (6.58%) Degree
5 5 (6.58%) GIAC
5 5 (6.58%) Linux+ Certification
5 5 (6.58%) MCSE
5 5 (6.58%) Microsoft Certification
5 5 (6.58%) Network+ Certification
5 5 (6.58%) SANS
5 5 (6.58%) SSCP
Quality Assurance & Compliance
1 6 (7.89%) QA
System Software
1 7 (9.21%) Apache ZooKeeper
2 2 (2.63%) Hyper-V
2 2 (2.63%) VMware Infrastructure
Systems Management
1 2 (2.63%) Hadoop YARN
Vendors
1 12 (15.79%) Oracle
2 5 (6.58%) Atlassian
2 5 (6.58%) IBM
3 3 (3.95%) Cloudera
3 3 (3.95%) VMware
4 2 (2.63%) Hortonworks
4 2 (2.63%) i2
5 1 (1.32%) Microsoft
5 1 (1.32%) Platfora
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 10 hours ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 6 days ago