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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 25 46 -
Rank change year-on-year
+21 -
Permanent jobs citing Big Data 46 9 0
As % of all permanent IT jobs located in Cheltenham 11.08% 2.79% -
As % of the Database & Business Intelligence category 27.71% 7.56% -
Number of salaries quoted 42 8 0
Median salary £55,000 £65,000 -
Median salary % change year-on-year
-15.38% -
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
166 119 96
As % of all permanent IT jobs located in Cheltenham 40.00% 36.84% 34.78%
Number of salaries quoted 147 102 86
Median salary £50,000 £47,500 £37,500
Median salary % change year-on-year
+5.26% +26.66%
90% offered a salary of more than £37,500 £36,000 £25,000
10% offered a salary of more than £60,000 £45,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 August 2016.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 27 August 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 65 (82.28%) Cybersecurity
2 64 (81.01%) Security Cleared
3 47 (59.49%) Java
4 46 (58.23%) DV Cleared
5 42 (53.16%) Software Engineering
6 37 (46.84%) Agile Software Development
7 33 (41.77%) C++
8 31 (39.24%) Android
9 30 (37.97%) Linux
10 28 (35.44%) C#
10 28 (35.44%) SQL
11 27 (34.18%) Python
12 25 (31.65%) Cybercrime
13 22 (27.85%) Telecoms
14 21 (26.58%) Windows
14 21 (26.58%) Hadoop
15 19 (24.05%) Reverse Engineering
16 18 (22.78%) Mobile Development
17 17 (21.52%) Ethical Hacking
18 15 (18.99%) JavaScript
18 15 (18.99%) Algorithms
18 15 (18.99%) Visualisation
19 14 (17.72%) Integration Testing
19 14 (17.72%) Data Mining
19 14 (17.72%) Network Design
20 13 (16.46%) Automated Testing
20 13 (16.46%) Regression Testing
20 13 (16.46%) User Acceptance Testing
20 13 (16.46%) SC Cleared
20 13 (16.46%) Bash Shell

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 10 (12.66%) Apache Spark
2 9 (11.39%) Apache Pig
3 8 (10.13%) Elasticsearch
4 6 (7.59%) Apache
4 6 (7.59%) Confluence
5 4 (5.06%) JBoss
6 3 (3.80%) WebLogic
6 3 (3.80%) WebSphere
7 2 (2.53%) SAS
Cloud Services
1 6 (7.59%) Cloud Computing
2 3 (3.80%) SaaS
Communications & Networking
1 8 (10.13%) Internet
2 7 (8.86%) SSL
3 6 (7.59%) Firewall
3 6 (7.59%) TCP/IP
4 4 (5.06%) 4G
4 4 (5.06%) Network Security
4 4 (5.06%) PSTN
4 4 (5.06%) Wi-Fi
Database & Business Intelligence
1 21 (26.58%) Hadoop
2 14 (17.72%) Data Mining
3 11 (13.92%) MongoDB
3 11 (13.92%) MySQL
4 9 (11.39%) Apache Hive
5 8 (10.13%) Apache Accumulo
5 8 (10.13%) OrientDB
6 7 (8.86%) NoSQL
7 6 (7.59%) Neo4j
8 3 (3.80%) Data Warehouse
9 2 (2.53%) Apache Cassandra
9 2 (2.53%) IBM InfoSphere
9 2 (2.53%) Oracle Database
9 2 (2.53%) Oracle Database 11g
9 2 (2.53%) Relational Database
9 2 (2.53%) SQL Server
10 1 (1.27%) Cloudera CDH
10 1 (1.27%) DTS
10 1 (1.27%) Pentaho
10 1 (1.27%) SQL Server Analysis Services
Development Applications
1 7 (8.86%) Jenkins
2 6 (7.59%) Git (software)
2 6 (7.59%) JIRA
2 6 (7.59%) LoadRunner
2 6 (7.59%) RSpec
2 6 (7.59%) Selenium
3 1 (1.27%) Atlassian Bamboo
3 1 (1.27%) Bitbucket
3 1 (1.27%) EasyMock
3 1 (1.27%) JUnit
3 1 (1.27%) Visual Studio
General
1 22 (27.85%) Telecoms
2 4 (5.06%) Finance
3 3 (3.80%) Manufacturing
4 1 (1.27%) Marketing
4 1 (1.27%) Retail
Job Titles
1 28 (35.44%) Software Engineer
2 13 (16.46%) Consultant
2 13 (16.46%) Technical Consultant
3 12 (15.19%) Architect
3 12 (15.19%) DV Cleared Technical Consultant
3 12 (15.19%) Java Engineer
3 12 (15.19%) Java Software Engineer
3 12 (15.19%) SC Cleared Technical Consultant
4 10 (12.66%) Big Data Engineer
5 9 (11.39%) C# Software Engineer
5 9 (11.39%) C++ Software Engineer
5 9 (11.39%) Data Engineer
6 7 (8.86%) Developer
6 7 (8.86%) Software Test Engineer
6 7 (8.86%) Test Engineer
7 6 (7.59%) Analyst
7 6 (7.59%) Software Architect
7 6 (7.59%) Test Analyst
7 6 (7.59%) Test Architect
7 6 (7.59%) Test Manager
Libraries, Frameworks & Software Standards
1 7 (8.86%) Java EE
2 6 (7.59%) STL
3 5 (6.33%) Kafka
4 4 (5.06%) Web Services
5 3 (3.80%) .NET
5 3 (3.80%) CSS
5 3 (3.80%) CSS3
5 3 (3.80%) HTML
5 3 (3.80%) HTML5
5 3 (3.80%) J2EE
5 3 (3.80%) Java SE
6 2 (2.53%) EJB
6 2 (2.53%) OpenCL
6 2 (2.53%) ZeroMQ
7 1 (1.27%) EJB 3.0
7 1 (1.27%) JSF
7 1 (1.27%) REST
7 1 (1.27%) RESTful
7 1 (1.27%) Spring
7 1 (1.27%) XML
Miscellaneous
1 25 (31.65%) Cybercrime
2 15 (18.99%) Algorithms
2 15 (18.99%) Visualisation
3 12 (15.19%) iPhone
4 11 (13.92%) Cyberthreat
5 8 (10.13%) Internet of Things
6 7 (8.86%) Mobile App
7 6 (7.59%) Mathematics
8 5 (6.33%) Analytical Skills
9 4 (5.06%) Computer Science
9 4 (5.06%) User Experience
9 4 (5.06%) Wiki
10 2 (2.53%) VHDL
11 1 (1.27%) Data Integration
11 1 (1.27%) Data Structures
11 1 (1.27%) Statistics
Operating Systems
1 31 (39.24%) Android
2 30 (37.97%) Linux
3 21 (26.58%) Windows
4 12 (15.19%) Windows Phone
5 9 (11.39%) Unix
6 6 (7.59%) Apple iOS
7 3 (3.80%) AIX
8 2 (2.53%) Mac OS X
Processes & Methodologies
1 65 (82.28%) Cybersecurity
2 42 (53.16%) Software Engineering
3 37 (46.84%) Agile Software Development
4 19 (24.05%) Reverse Engineering
5 18 (22.78%) Mobile Development
6 17 (21.52%) Ethical Hacking
7 14 (17.72%) Integration Testing
7 14 (17.72%) Network Design
8 13 (16.46%) Automated Testing
8 13 (16.46%) Regression Testing
8 13 (16.46%) Test Planning
8 13 (16.46%) User Acceptance Testing
9 12 (15.19%) Android Development
9 12 (15.19%) Continuous Integration
9 12 (15.19%) iOS Development
9 12 (15.19%) Test Automation
10 11 (13.92%) Threat Detection
11 10 (12.66%) Scrum
12 8 (10.13%) Penetration Testing
13 7 (8.86%) Open Source
Programming Languages
1 47 (59.49%) Java
2 33 (41.77%) C++
3 28 (35.44%) C#
3 28 (35.44%) SQL
4 27 (34.18%) Python
5 15 (18.99%) JavaScript
6 13 (16.46%) Bash Shell
7 12 (15.19%) C
7 12 (15.19%) Objective-C
8 7 (8.86%) Shell Script
9 6 (7.59%) Scala
9 6 (7.59%) VB
10 3 (3.80%) Perl
10 3 (3.80%) Ruby
11 2 (2.53%) PL/SQL
12 1 (1.27%) PHP
12 1 (1.27%) SAS Macro
Qualifications
1 64 (81.01%) Security Cleared
2 46 (58.23%) DV Cleared
3 13 (16.46%) SC Cleared
4 9 (11.39%) Degree
5 6 (7.59%) CCNA
5 6 (7.59%) Cisco Certification
5 6 (7.59%) CISSP
5 6 (7.59%) GIAC
5 6 (7.59%) ISEB
5 6 (7.59%) Linux+ Certification
5 6 (7.59%) MCSE
5 6 (7.59%) Microsoft Certification
5 6 (7.59%) Network+ Certification
5 6 (7.59%) SANS
5 6 (7.59%) SSCP
Quality Assurance & Compliance
1 6 (7.59%) QA
System Software
1 5 (6.33%) Apache ZooKeeper
Systems Management
1 3 (3.80%) Hadoop YARN
Vendors
1 8 (10.13%) Oracle
2 3 (3.80%) Cloudera
2 3 (3.80%) Hortonworks
3 2 (2.53%) Atlassian
3 2 (2.53%) IBM
4 1 (1.27%) i2
4 1 (1.27%) MapR
4 1 (1.27%) Microsoft
4 1 (1.27%) Platfora
4 1 (1.27%) VMware
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 5 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 3 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000 - £65000 per annum + Benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 5 days ago