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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 25 23 58
Rank change year-on-year
-2 +35
Permanent jobs citing Big Data 39 26 2
As % of all permanent IT jobs located in Cheltenham 10.10% 8.05% 0.46%
As % of the Database & Business Intelligence category 26.00% 22.81% 2.08%
Number of salaries quoted 39 26 2
Median salary £55,000 £67,500 £50,000
Median salary % change year-on-year
-18.51% +35.00%
90% offered a salary of more than £50,000 £47,500 £42,000
10% offered a salary of more than £65,000 £75,000 £58,000
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
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
150 114 96
As % of all permanent IT jobs located in Cheltenham 38.86% 35.29% 22.07%
Number of salaries quoted 141 96 80
Median salary £52,500 £45,000 £45,000
Median salary % change year-on-year
+16.66% -
90% offered a salary of more than £37,500 £35,000 £30,000
10% offered a salary of more than £65,000 £50,000 £75,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 7 December 2016.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 7 December 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 74 (90.24%) Security Cleared
2 66 (80.49%) Cybersecurity
3 54 (65.85%) Java
4 51 (62.20%) DV Cleared
5 50 (60.98%) Software Engineering
6 39 (47.56%) C++
7 38 (46.34%) C#
8 37 (45.12%) Linux
9 36 (43.90%) Agile Software Development
10 34 (41.46%) Reverse Engineering
11 31 (37.80%) SQL
12 29 (35.37%) Cybercrime
13 27 (32.93%) Hadoop
14 24 (29.27%) Ethical Hacking
15 23 (28.05%) Android
16 22 (26.83%) MongoDB
16 22 (26.83%) Algorithms
16 22 (26.83%) Data Mining
17 21 (25.61%) Mobile Development
18 20 (24.39%) Penetration Testing
19 18 (21.95%) Windows
19 18 (21.95%) Visualisation
20 17 (20.73%) SC Cleared
21 16 (19.51%) Telecoms
22 14 (17.07%) C
22 14 (17.07%) Apache Hive
22 14 (17.07%) Elasticsearch
22 14 (17.07%) Apache Pig
23 13 (15.85%) Threat Detection
23 13 (15.85%) OrientDB

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 14 (17.07%) Apache Pig
1 14 (17.07%) Elasticsearch
2 9 (10.98%) JBoss
2 9 (10.98%) WebLogic
3 8 (9.76%) Apache Spark
3 8 (9.76%) WebSphere
4 4 (4.88%) Apache
4 4 (4.88%) Confluence
Cloud Services
1 3 (3.66%) SaaS
2 2 (2.44%) Cloud Computing
Communications & Networking
1 12 (14.63%) Firewall
1 12 (14.63%) TCP/IP
2 7 (8.54%) LAN
2 7 (8.54%) WAN
3 4 (4.88%) 4G
3 4 (4.88%) PSTN
3 4 (4.88%) Wi-Fi
4 3 (3.66%) Network Security
5 2 (2.44%) Internet
5 2 (2.44%) SSL
Database & Business Intelligence
1 27 (32.93%) Hadoop
2 22 (26.83%) Data Mining
2 22 (26.83%) MongoDB
3 14 (17.07%) Apache Hive
4 13 (15.85%) OrientDB
5 11 (13.41%) MySQL
5 11 (13.41%) NoSQL
6 6 (7.32%) Apache Accumulo
7 4 (4.88%) Neo4j
8 2 (2.44%) Oracle Database
8 2 (2.44%) Oracle Database 11g
9 1 (1.22%) Data Warehouse
9 1 (1.22%) DTS
9 1 (1.22%) Relational Database
9 1 (1.22%) SQL Server
9 1 (1.22%) SQL Server Analysis Services
9 1 (1.22%) SQL Server Integration Services
9 1 (1.22%) SQL Server Reporting Services
Development Applications
1 4 (4.88%) JIRA
2 3 (3.66%) Jenkins
3 2 (2.44%) Git (software)
3 2 (2.44%) LoadRunner
3 2 (2.44%) RSpec
3 2 (2.44%) Selenium
4 1 (1.22%) Atlassian Bamboo
4 1 (1.22%) Bitbucket
4 1 (1.22%) EasyMock
4 1 (1.22%) JUnit
General
1 16 (19.51%) Telecoms
2 9 (10.98%) Finance
3 3 (3.66%) Manufacturing
4 1 (1.22%) Advertising
4 1 (1.22%) Marketing
4 1 (1.22%) Retail
Job Titles
1 37 (45.12%) Software Engineer
2 18 (21.95%) Java Engineer
2 18 (21.95%) Java Software Engineer
3 16 (19.51%) Consultant
3 16 (19.51%) Technical Consultant
4 14 (17.07%) Big Data Engineer
5 13 (15.85%) Data Engineer
5 13 (15.85%) Developer
6 10 (12.20%) C# Developer
6 10 (12.20%) C# Software Engineer
6 10 (12.20%) C++ Software Engineer
7 8 (9.76%) DV Cleared Technical Consultant
7 8 (9.76%) SC Cleared Technical Consultant
8 6 (7.32%) Architect
9 4 (4.88%) Systems Engineer
9 4 (4.88%) Technical Architect
10 3 (3.66%) Software Developer
11 2 (2.44%) Analyst
11 2 (2.44%) Test Analyst
11 2 (2.44%) Test Manager
Libraries, Frameworks & Software Standards
1 12 (14.63%) Java EE
2 11 (13.41%) STL
3 10 (12.20%) HTML
4 9 (10.98%) CSS
4 9 (10.98%) CSS3
4 9 (10.98%) HTML5
4 9 (10.98%) J2EE
4 9 (10.98%) Web Services
5 8 (9.76%) Java SE
6 3 (3.66%) EJB
6 3 (3.66%) Kafka
7 2 (2.44%) .NET
7 2 (2.44%) Spring
7 2 (2.44%) XML
8 1 (1.22%) ASP.NET
8 1 (1.22%) Entity Framework
8 1 (1.22%) Hibernate
8 1 (1.22%) jQuery
8 1 (1.22%) JSF
8 1 (1.22%) WPF
Miscellaneous
1 29 (35.37%) Cybercrime
2 22 (26.83%) Algorithms
3 18 (21.95%) Visualisation
4 10 (12.20%) iPhone
5 8 (9.76%) Analytical Skills
5 8 (9.76%) Cyberthreat
6 4 (4.88%) User Experience
6 4 (4.88%) Wiki
7 2 (2.44%) Computer Science
7 2 (2.44%) Internet of Things
7 2 (2.44%) Mathematics
7 2 (2.44%) Mobile App
8 1 (1.22%) Cyber Attack
8 1 (1.22%) Data Integration
8 1 (1.22%) Statistics
Operating Systems
1 37 (45.12%) Linux
2 23 (28.05%) Android
3 18 (21.95%) Windows
4 11 (13.41%) Apple iOS
5 10 (12.20%) Unix
5 10 (12.20%) Windows Phone
6 8 (9.76%) AIX
Processes & Methodologies
1 66 (80.49%) Cybersecurity
2 50 (60.98%) Software Engineering
3 36 (43.90%) Agile Software Development
4 34 (41.46%) Reverse Engineering
5 24 (29.27%) Ethical Hacking
6 21 (25.61%) Mobile Development
7 20 (24.39%) Penetration Testing
8 13 (15.85%) Threat Detection
9 11 (13.41%) Integration Testing
9 11 (13.41%) Multithreading
9 11 (13.41%) Network Design
10 10 (12.20%) Android Development
10 10 (12.20%) iOS Development
11 9 (10.98%) Scrum
12 8 (9.76%) Translating Business Requirements
13 4 (4.88%) Continuous Integration
13 4 (4.88%) Open Source
13 4 (4.88%) Regression Testing
13 4 (4.88%) Test Planning
13 4 (4.88%) User Acceptance Testing
Programming Languages
1 54 (65.85%) Java
2 39 (47.56%) C++
3 38 (46.34%) C#
4 31 (37.80%) SQL
5 14 (17.07%) C
6 13 (15.85%) JavaScript
6 13 (15.85%) Objective-C
7 12 (14.63%) Python
8 4 (4.88%) Bash Shell
9 3 (3.66%) Scala
9 3 (3.66%) Shell Script
10 2 (2.44%) PL/SQL
10 2 (2.44%) VB
11 1 (1.22%) Perl
11 1 (1.22%) PHP
11 1 (1.22%) Ruby
Qualifications
1 74 (90.24%) Security Cleared
2 51 (62.20%) DV Cleared
3 17 (20.73%) SC Cleared
4 11 (13.41%) CCNA
4 11 (13.41%) Cisco Certification
4 11 (13.41%) CISSP
4 11 (13.41%) GIAC
4 11 (13.41%) Linux+ Certification
4 11 (13.41%) MCSE
4 11 (13.41%) Microsoft Certification
4 11 (13.41%) Network+ Certification
4 11 (13.41%) SANS
4 11 (13.41%) SSCP
5 7 (8.54%) Degree
6 2 (2.44%) ISEB
System Software
1 3 (3.66%) Apache ZooKeeper
Systems Management
1 3 (3.66%) Hadoop YARN
Vendors
1 10 (12.20%) Oracle
2 3 (3.66%) Hortonworks
3 1 (1.22%) Cloudera
3 1 (1.22%) MapR
3 1 (1.22%) Microsoft
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: Yesterday