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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 26 40 48
Rank change year-on-year
+14 +8
Permanent jobs citing Big Data 45 16 3
As % of all permanent IT jobs located in Cheltenham 9.96% 5.06% 1.03%
As % of the Database & Business Intelligence category 25.86% 13.56% 3.33%
Number of salaries quoted 42 15 3
Median salary £55,000 £65,000 £62,500
Median salary % change year-on-year
-15.38% +4.00%
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
174 118 90
As % of all permanent IT jobs located in Cheltenham 38.50% 37.34% 30.93%
Number of salaries quoted 158 102 79
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 £26,750
10% offered a salary of more than £60,000 £45,000 £72,500
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 26 September 2016.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 26 September 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 (83.33%) Cybersecurity
2 64 (82.05%) Security Cleared
3 46 (58.97%) DV Cleared
3 46 (58.97%) Java
4 41 (52.56%) Software Engineering
5 34 (43.59%) Agile Software Development
6 33 (42.31%) C++
7 31 (39.74%) Linux
7 31 (39.74%) Android
8 30 (38.46%) C#
9 28 (35.90%) SQL
9 28 (35.90%) Cybercrime
10 23 (29.49%) Python
11 22 (28.21%) Reverse Engineering
11 22 (28.21%) Hadoop
12 21 (26.92%) Mobile Development
12 21 (26.92%) Telecoms
13 20 (25.64%) Windows
14 19 (24.36%) Ethical Hacking
15 17 (21.79%) Visualisation
16 15 (19.23%) Network Design
16 15 (19.23%) SC Cleared
16 15 (19.23%) Integration Testing
17 14 (17.95%) Algorithms
17 14 (17.95%) Data Mining
18 13 (16.67%) JavaScript
18 13 (16.67%) Objective-C
18 13 (16.67%) Android Development
18 13 (16.67%) iOS Development
18 13 (16.67%) iPhone

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 11 (14.10%) Apache Pig
2 8 (10.26%) Apache Spark
3 7 (8.97%) Elasticsearch
4 4 (5.13%) Apache
4 4 (5.13%) Confluence
4 4 (5.13%) JBoss
5 3 (3.85%) WebLogic
5 3 (3.85%) WebSphere
6 1 (1.28%) SAS
Cloud Services
1 5 (6.41%) Cloud Computing
2 3 (3.85%) SaaS
Communications & Networking
1 8 (10.26%) Firewall
1 8 (10.26%) TCP/IP
2 5 (6.41%) Internet
2 5 (6.41%) SSL
3 4 (5.13%) 4G
3 4 (5.13%) Network Security
3 4 (5.13%) PSTN
3 4 (5.13%) Wi-Fi
4 2 (2.56%) LAN
4 2 (2.56%) WAN
Database & Business Intelligence
1 22 (28.21%) Hadoop
2 14 (17.95%) Data Mining
3 11 (14.10%) Apache Hive
4 10 (12.82%) MongoDB
5 9 (11.54%) MySQL
6 8 (10.26%) OrientDB
7 7 (8.97%) NoSQL
8 6 (7.69%) Apache Accumulo
9 4 (5.13%) Neo4j
10 2 (2.56%) Data Warehouse
10 2 (2.56%) Oracle Database
10 2 (2.56%) Oracle Database 11g
10 2 (2.56%) Relational Database
11 1 (1.28%) Cloudera CDH
11 1 (1.28%) DTS
11 1 (1.28%) Pentaho
11 1 (1.28%) RDBMS
11 1 (1.28%) SQL Server
11 1 (1.28%) SQL Server Integration Services
11 1 (1.28%) SQL Server Reporting Services
Development Applications
1 6 (7.69%) Jenkins
2 5 (6.41%) Git (software)
2 5 (6.41%) LoadRunner
2 5 (6.41%) RSpec
2 5 (6.41%) Selenium
3 4 (5.13%) JIRA
4 1 (1.28%) Atlassian Bamboo
4 1 (1.28%) Bitbucket
4 1 (1.28%) EasyMock
4 1 (1.28%) JUnit
General
1 21 (26.92%) Telecoms
2 4 (5.13%) Finance
3 3 (3.85%) Manufacturing
4 1 (1.28%) Marketing
4 1 (1.28%) Retail
Job Titles
1 30 (38.46%) Software Engineer
2 16 (20.51%) Consultant
2 16 (20.51%) Technical Consultant
3 12 (15.38%) Java Engineer
3 12 (15.38%) Java Software Engineer
4 11 (14.10%) Architect
4 11 (14.10%) DV Cleared Technical Consultant
4 11 (14.10%) SC Cleared Technical Consultant
5 9 (11.54%) Big Data Engineer
5 9 (11.54%) C# Software Engineer
5 9 (11.54%) C++ Software Engineer
6 8 (10.26%) Data Engineer
7 7 (8.97%) Developer
8 5 (6.41%) Analyst
8 5 (6.41%) Software Architect
8 5 (6.41%) Software Test Engineer
8 5 (6.41%) Test Analyst
8 5 (6.41%) Test Architect
8 5 (6.41%) Test Engineer
8 5 (6.41%) Test Manager
Libraries, Frameworks & Software Standards
1 9 (11.54%) Java EE
2 8 (10.26%) STL
3 4 (5.13%) Web Services
4 3 (3.85%) .NET
4 3 (3.85%) CSS
4 3 (3.85%) CSS3
4 3 (3.85%) HTML
4 3 (3.85%) HTML5
4 3 (3.85%) J2EE
4 3 (3.85%) Java SE
4 3 (3.85%) Kafka
5 2 (2.56%) EJB
6 1 (1.28%) ASP.NET
6 1 (1.28%) EJB 3.0
6 1 (1.28%) JSF
6 1 (1.28%) REST
6 1 (1.28%) RESTful
6 1 (1.28%) Spring
6 1 (1.28%) XML
Miscellaneous
1 28 (35.90%) Cybercrime
2 17 (21.79%) Visualisation
3 14 (17.95%) Algorithms
4 13 (16.67%) iPhone
5 10 (12.82%) Cyberthreat
6 5 (6.41%) Internet of Things
6 5 (6.41%) Mobile App
7 4 (5.13%) Computer Science
7 4 (5.13%) Mathematics
7 4 (5.13%) User Experience
7 4 (5.13%) Wiki
8 3 (3.85%) Analytical Skills
9 1 (1.28%) Data Integration
9 1 (1.28%) Data Structures
9 1 (1.28%) Statistics
Operating Systems
1 31 (39.74%) Android
1 31 (39.74%) Linux
2 20 (25.64%) Windows
3 13 (16.67%) Windows Phone
4 8 (10.26%) Apple iOS
4 8 (10.26%) Unix
5 3 (3.85%) AIX
Processes & Methodologies
1 65 (83.33%) Cybersecurity
2 41 (52.56%) Software Engineering
3 34 (43.59%) Agile Software Development
4 22 (28.21%) Reverse Engineering
5 21 (26.92%) Mobile Development
6 19 (24.36%) Ethical Hacking
7 15 (19.23%) Integration Testing
7 15 (19.23%) Network Design
8 13 (16.67%) Android Development
8 13 (16.67%) iOS Development
9 11 (14.10%) Penetration Testing
9 11 (14.10%) Threat Detection
10 10 (12.82%) Automated Testing
10 10 (12.82%) Continuous Integration
10 10 (12.82%) Regression Testing
10 10 (12.82%) Scrum
10 10 (12.82%) Test Automation
10 10 (12.82%) Test Planning
10 10 (12.82%) User Acceptance Testing
11 8 (10.26%) Multithreading
Programming Languages
1 46 (58.97%) Java
2 33 (42.31%) C++
3 30 (38.46%) C#
4 28 (35.90%) SQL
5 23 (29.49%) Python
6 13 (16.67%) JavaScript
6 13 (16.67%) Objective-C
7 12 (15.38%) C
8 10 (12.82%) Bash Shell
9 6 (7.69%) Shell Script
10 5 (6.41%) VB
11 4 (5.13%) Scala
12 2 (2.56%) PL/SQL
13 1 (1.28%) Perl
13 1 (1.28%) PHP
13 1 (1.28%) Ruby
Qualifications
1 64 (82.05%) Security Cleared
2 46 (58.97%) DV Cleared
3 15 (19.23%) SC Cleared
4 9 (11.54%) Degree
5 8 (10.26%) CCNA
5 8 (10.26%) Cisco Certification
5 8 (10.26%) CISSP
5 8 (10.26%) GIAC
5 8 (10.26%) Linux+ Certification
5 8 (10.26%) MCSE
5 8 (10.26%) Microsoft Certification
5 8 (10.26%) Network+ Certification
5 8 (10.26%) SANS
5 8 (10.26%) SSCP
6 5 (6.41%) ISEB
Quality Assurance & Compliance
1 5 (6.41%) QA
System Software
1 3 (3.85%) Apache ZooKeeper
Systems Management
1 3 (3.85%) Hadoop YARN
Vendors
1 5 (6.41%) Oracle
2 3 (3.85%) Hortonworks
3 2 (2.56%) Cloudera
4 1 (1.28%) MapR
4 1 (1.28%) Microsoft
4 1 (1.28%) Platfora
4 1 (1.28%) VMware
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 6 days ago