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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Big Data
Rank 29 54 59
Rank change year-on-year
+25 +5
Permanent jobs citing Big Data 33 1 5
As % of all permanent IT jobs located in Cheltenham 7.13% 0.26% 1.41%
As % of the Database & Business Intelligence category 22.60% 0.82% 3.91%
Number of salaries quoted 31 1 4
Median salary £50,000 £52,500 £52,000
Median salary % change year-on-year
-4.76% +0.96%
90% offered a salary of more than £45,000 £52,500 £50,000
10% offered a salary of more than £72,500 £52,500 £54,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
146 122 128
As % of all permanent IT jobs located in Cheltenham 31.53% 32.28% 36.16%
Number of salaries quoted 117 101 101
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 £35,000 £27,500 £29,000
10% offered a salary of more than £60,000 £51,000 £62,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 26 May 2016.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 26 May 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 63 (87.50%) Security Cleared
2 62 (86.11%) Cybersecurity
3 54 (75.00%) Java
4 45 (62.50%) DV Cleared
5 44 (61.11%) Agile Software Development
6 42 (58.33%) C++
7 39 (54.17%) Software Engineering
8 36 (50.00%) C#
9 35 (48.61%) Android
10 34 (47.22%) Python
11 31 (43.06%) Reverse Engineering
12 29 (40.28%) Cybercrime
13 28 (38.89%) Windows
14 27 (37.50%) SQL
15 26 (36.11%) Linux
16 25 (34.72%) JavaScript
17 22 (30.56%) Automated Testing
17 22 (30.56%) Hadoop
18 21 (29.17%) Mobile Development
18 21 (29.17%) Continuous Integration
18 21 (29.17%) Objective-C
18 21 (29.17%) Telecoms
19 20 (27.78%) SC Cleared
19 20 (27.78%) Visualisation
20 16 (22.22%) Algorithms
21 15 (20.83%) Test Planning
21 15 (20.83%) Bash Shell
21 15 (20.83%) Data Mining
21 15 (20.83%) User Acceptance Testing
21 15 (20.83%) Integration 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 12 (16.67%) Elasticsearch
2 11 (15.28%) WebLogic
3 8 (11.11%) Apache Spark
4 7 (9.72%) Apache Pig
5 6 (8.33%) Confluence
6 5 (6.94%) Apache
7 3 (4.17%) Node.js
7 3 (4.17%) SAS
8 1 (1.39%) JBoss
8 1 (1.39%) WebSphere
Cloud Services
1 7 (9.72%) Cloud Computing
Communications & Networking
1 12 (16.67%) Internet
2 8 (11.11%) SSL
3 7 (9.72%) Firewall
3 7 (9.72%) TCP/IP
4 3 (4.17%) HTTPS
5 1 (1.39%) Network Security
Database & Business Intelligence
1 22 (30.56%) Hadoop
2 15 (20.83%) Data Mining
3 13 (18.06%) MongoDB
4 12 (16.67%) MySQL
5 7 (9.72%) Apache Accumulo
5 7 (9.72%) Apache Hive
6 6 (8.33%) Neo4j
7 5 (6.94%) Apache Cassandra
7 5 (6.94%) IBM InfoSphere
7 5 (6.94%) Relational Database
8 4 (5.56%) RDBMS
9 3 (4.17%) Data Warehouse
9 3 (4.17%) SQL Server
10 2 (2.78%) GIS
10 2 (2.78%) NoSQL
10 2 (2.78%) OrientDB
11 1 (1.39%) Oracle Database
11 1 (1.39%) Oracle Database 11g
11 1 (1.39%) Pentaho
Development Applications
1 8 (11.11%) Jenkins
2 7 (9.72%) Git (software)
2 7 (9.72%) LoadRunner
2 7 (9.72%) RSpec
2 7 (9.72%) Selenium
3 6 (8.33%) JIRA
4 2 (2.78%) Visual Studio
5 1 (1.39%) Atlassian Bamboo
5 1 (1.39%) Bitbucket
General
1 21 (29.17%) Telecoms
2 1 (1.39%) Finance
Job Titles
1 19 (26.39%) Software Engineer
2 15 (20.83%) Consultant
2 15 (20.83%) Technical Consultant
3 14 (19.44%) DV Cleared Technical Consultant
3 14 (19.44%) SC Cleared Technical Consultant
4 10 (13.89%) Developer
5 9 (12.50%) Java Engineer
6 8 (11.11%) Architect
6 8 (11.11%) Java Software Engineer
6 8 (11.11%) Software Test Engineer
6 8 (11.11%) Test Engineer
7 7 (9.72%) Analyst
7 7 (9.72%) C# Software Engineer
7 7 (9.72%) C++ Software Engineer
7 7 (9.72%) Test Analyst
7 7 (9.72%) Test Manager
8 6 (8.33%) Software Architect
8 6 (8.33%) Test Architect
9 5 (6.94%) Big Data Engineer
9 5 (6.94%) Data Engineer
Libraries, Frameworks & Software Standards
1 14 (19.44%) HTML
1 14 (19.44%) Spring
2 13 (18.06%) Hibernate
3 11 (15.28%) EJB
3 11 (15.28%) J2EE
4 10 (13.89%) XML
5 9 (12.50%) Java EE
6 7 (9.72%) STL
7 5 (6.94%) Kafka
7 5 (6.94%) OpenCL
7 5 (6.94%) ZeroMQ
8 4 (5.56%) CSS
8 4 (5.56%) CSS3
8 4 (5.56%) HTML5
9 3 (4.17%) AngularJS
9 3 (4.17%) Apache Camel
9 3 (4.17%) Middleware
10 1 (1.39%) Java SE
10 1 (1.39%) JSF
10 1 (1.39%) Web Services
Miscellaneous
1 29 (40.28%) Cybercrime
2 20 (27.78%) Visualisation
3 16 (22.22%) Algorithms
4 14 (19.44%) iPhone
5 12 (16.67%) Internet of Things
6 8 (11.11%) Mobile App
7 6 (8.33%) Analytical Skills
7 6 (8.33%) Mathematics
8 5 (6.94%) Cyberthreat
8 5 (6.94%) VHDL
9 3 (4.17%) Data Structures
9 3 (4.17%) PKI
10 2 (2.78%) Computer Science
11 1 (1.39%) Data Integration
11 1 (1.39%) User Experience
11 1 (1.39%) Wiki
Operating Systems
1 35 (48.61%) Android
2 28 (38.89%) Windows
3 26 (36.11%) Linux
4 14 (19.44%) Windows Phone
5 8 (11.11%) Unix
6 7 (9.72%) Apple iOS
7 5 (6.94%) Mac OS X
8 1 (1.39%) AIX
Processes & Methodologies
1 62 (86.11%) Cybersecurity
2 44 (61.11%) Agile Software Development
3 39 (54.17%) Software Engineering
4 31 (43.06%) Reverse Engineering
5 22 (30.56%) Automated Testing
6 21 (29.17%) Continuous Integration
6 21 (29.17%) Mobile Development
7 15 (20.83%) Integration Testing
7 15 (20.83%) Network Design
7 15 (20.83%) Test Planning
7 15 (20.83%) User Acceptance Testing
8 14 (19.44%) Android Development
8 14 (19.44%) iOS Development
9 13 (18.06%) Ethical Hacking
9 13 (18.06%) Test Automation
10 11 (15.28%) Analytics
10 11 (15.28%) Penetration Testing
11 10 (13.89%) Web Development
12 9 (12.50%) Continuous Improvement
12 9 (12.50%) TDD
Programming Languages
1 54 (75.00%) Java
2 42 (58.33%) C++
3 36 (50.00%) C#
4 34 (47.22%) Python
5 27 (37.50%) SQL
6 25 (34.72%) JavaScript
7 21 (29.17%) Objective-C
8 15 (20.83%) Bash Shell
9 13 (18.06%) C
10 9 (12.50%) Ruby
11 7 (9.72%) Scala
11 7 (9.72%) Shell Script
11 7 (9.72%) VB
12 5 (6.94%) Perl
13 2 (2.78%) SAS Macro
14 1 (1.39%) PL/SQL
Qualifications
1 63 (87.50%) Security Cleared
2 45 (62.50%) DV Cleared
3 20 (27.78%) SC Cleared
4 7 (9.72%) CCNA
4 7 (9.72%) Cisco Certification
4 7 (9.72%) CISSP
4 7 (9.72%) GIAC
4 7 (9.72%) ISEB
4 7 (9.72%) Linux+ Certification
4 7 (9.72%) MCSE
4 7 (9.72%) Microsoft Certification
4 7 (9.72%) Network+ Certification
4 7 (9.72%) SANS
4 7 (9.72%) SSCP
5 2 (2.78%) Degree
Quality Assurance & Compliance
1 6 (8.33%) QA
System Software
1 5 (6.94%) Apache ZooKeeper
2 3 (4.17%) Hyper-V
2 3 (4.17%) VMware Infrastructure
Vendors
1 11 (15.28%) Oracle
2 5 (6.94%) Atlassian
2 5 (6.94%) IBM
3 4 (5.56%) VMware
4 3 (4.17%) Cloudera
5 2 (2.78%) i2
6 1 (1.39%) Platfora
Cheltenham, Gloucestershire
Experis Ltd
Salary: £30000.00 - £30500.00 per annum
Posted: 2 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 3 days ago
Cheltenham
People Source Consulting
Salary: £25000 - £45000 per annum + Excellent Benefits+Bonuses
Posted: 17 days ago