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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Big Data
Gloucestershire / Cheltenham
Rank 36 24 -
Rank change year-on-year
-12 -
Permanent jobs citing Big Data 15 38 0
As % of all permanent IT jobs located in Cheltenham 6.07% 8.74% -
As % of the Database & Business Intelligence category 15.46% 27.94% -
Number of salaries quoted 15 33 0
Median salary £55,000 £55,000 -
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
97 136 138
As % of all permanent IT jobs located in Cheltenham 39.27% 31.26% 34.94%
Number of salaries quoted 79 114 112
Median salary £55,000 £45,000 £45,000
Median salary % change year-on-year
+22.22% -
90% offered a salary of more than £35,000 £35,000 £31,500
10% offered a salary of more than £60,000 £70,000 £65,000
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 24 February 2017.

Big Data Salary Histogram in Cheltenham

Big Data
Top 30 Related IT Skills in Cheltenham

For the 6 months to 24 February 2017, 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 49 (94.23%) Security Cleared
2 44 (84.62%) Cybersecurity
3 38 (73.08%) Software Engineering
3 38 (73.08%) Java
4 30 (57.69%) DV Cleared
5 28 (53.85%) C#
5 28 (53.85%) C++
6 27 (51.92%) Reverse Engineering
7 25 (48.08%) Linux
8 22 (42.31%) Agile Software Development
9 21 (40.38%) MongoDB
10 20 (38.46%) SQL
11 19 (36.54%) Data Mining
11 19 (36.54%) Algorithms
12 18 (34.62%) Cybercrime
13 17 (32.69%) Penetration Testing
14 16 (30.77%) Ethical Hacking
14 16 (30.77%) Hadoop
15 12 (23.08%) Android
15 12 (23.08%) Elasticsearch
16 11 (21.15%) MySQL
16 11 (21.15%) HTML
16 11 (21.15%) JavaScript
16 11 (21.15%) SC Cleared
17 10 (19.23%) OrientDB
17 10 (19.23%) NoSQL
17 10 (19.23%) CSS3
17 10 (19.23%) Visualisation
17 10 (19.23%) HTML5
17 10 (19.23%) J2EE

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 (23.08%) Elasticsearch
2 10 (19.23%) WebLogic
3 9 (17.31%) Apache Pig
3 9 (17.31%) JBoss
3 9 (17.31%) WebSphere
4 2 (3.85%) Apache Spark
5 1 (1.92%) Apache
5 1 (1.92%) Confluence
Cloud Services
1 1 (1.92%) SaaS
Communications & Networking
1 8 (15.38%) Firewall
1 8 (15.38%) TCP/IP
2 7 (13.46%) LAN
2 7 (13.46%) WAN
3 2 (3.85%) SSL
4 1 (1.92%) Network Security
Database & Business Intelligence
1 21 (40.38%) MongoDB
2 19 (36.54%) Data Mining
3 16 (30.77%) Hadoop
4 11 (21.15%) MySQL
5 10 (19.23%) NoSQL
5 10 (19.23%) OrientDB
6 9 (17.31%) Apache Hive
7 1 (1.92%) Apache Accumulo
7 1 (1.92%) Neo4j
Development Applications
1 1 (1.92%) JIRA
General
1 10 (19.23%) Telecoms
2 9 (17.31%) Finance
3 1 (1.92%) Advertising
3 1 (1.92%) Manufacturing
Job Titles
1 25 (48.08%) Software Engineer
2 18 (34.62%) Java Engineer
2 18 (34.62%) Java Software Engineer
3 12 (23.08%) Developer
4 11 (21.15%) C# Developer
5 9 (17.31%) Big Data Engineer
5 9 (17.31%) C# Software Engineer
5 9 (17.31%) C++ Software Engineer
5 9 (17.31%) Consultant
5 9 (17.31%) Data Engineer
5 9 (17.31%) Technical Consultant
6 3 (5.77%) Architect
7 2 (3.85%) Software Developer
7 2 (3.85%) Software Test Engineer
7 2 (3.85%) Test Engineer
8 1 (1.92%) C++ Software Developer
8 1 (1.92%) Enterprise Architect
8 1 (1.92%) Security Engineer
8 1 (1.92%) Senior Software Developer
8 1 (1.92%) Systems Architect
Libraries, Frameworks & Software Standards
1 11 (21.15%) HTML
2 10 (19.23%) CSS
2 10 (19.23%) CSS3
2 10 (19.23%) HTML5
2 10 (19.23%) J2EE
3 9 (17.31%) Java SE
3 9 (17.31%) Web Services
4 7 (13.46%) Java EE
4 7 (13.46%) STL
5 1 (1.92%) EJB
5 1 (1.92%) Entity Framework
5 1 (1.92%) Hibernate
5 1 (1.92%) jQuery
5 1 (1.92%) Kafka
5 1 (1.92%) REST
5 1 (1.92%) Spring
5 1 (1.92%) WPF
5 1 (1.92%) XML
Miscellaneous
1 19 (36.54%) Algorithms
2 18 (34.62%) Cybercrime
3 10 (19.23%) Cyber Defence
4 9 (17.31%) Analytical Skills
5 3 (5.77%) iPhone
6 2 (3.85%) Mobile App
7 1 (1.92%) Cyber Attack
7 1 (1.92%) Cyberthreat
7 1 (1.92%) Wiki
Operating Systems
1 25 (48.08%) Linux
2 12 (23.08%) Android
3 9 (17.31%) AIX
3 9 (17.31%) Unix
3 9 (17.31%) Windows
4 7 (13.46%) Apple iOS
5 3 (5.77%) Windows Phone
Processes & Methodologies
1 44 (84.62%) Cybersecurity
2 38 (73.08%) Software Engineering
3 27 (51.92%) Reverse Engineering
4 22 (42.31%) Agile Software Development
5 17 (32.69%) Penetration Testing
6 16 (30.77%) Ethical Hacking
7 10 (19.23%) Mobile Development
7 10 (19.23%) Visualisation
8 9 (17.31%) Threat Detection
8 9 (17.31%) Translating Business Requirements
9 7 (13.46%) Multithreading
10 3 (5.77%) Android Development
10 3 (5.77%) Automated Testing
10 3 (5.77%) Integration Testing
10 3 (5.77%) iOS Development
10 3 (5.77%) Network Design
11 2 (3.85%) Data Modelling
11 2 (3.85%) MapReduce
11 2 (3.85%) Test Planning
11 2 (3.85%) User Acceptance Testing
Programming Languages
1 38 (73.08%) Java
2 28 (53.85%) C#
2 28 (53.85%) C++
3 20 (38.46%) SQL
4 11 (21.15%) JavaScript
5 8 (15.38%) C
5 8 (15.38%) Objective-C
6 4 (7.69%) Python
7 2 (3.85%) Bash Shell
Qualifications
1 49 (94.23%) Security Cleared
2 30 (57.69%) DV Cleared
3 11 (21.15%) SC Cleared
4 7 (13.46%) CCNA
4 7 (13.46%) Cisco Certification
4 7 (13.46%) CISSP
4 7 (13.46%) GIAC
4 7 (13.46%) Linux+ Certification
4 7 (13.46%) MCSE
4 7 (13.46%) Microsoft Certification
4 7 (13.46%) Network+ Certification
4 7 (13.46%) SANS
4 7 (13.46%) SSCP
5 1 (1.92%) Degree
System Software
1 2 (3.85%) Apache ZooKeeper
Systems Management
1 2 (3.85%) Hadoop YARN
Vendors
1 9 (17.31%) Oracle
2 1 (1.92%) Cloudera
2 1 (1.92%) Hortonworks
2 1 (1.92%) MapR
Cheltenham, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £60000 - £80000 per annum
Posted: 15 hours ago
Cheltenham, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £50000 - £60000 per annum
Posted: 15 hours ago
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 3 days ago