The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop 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
Apache Hadoop
Rank 40 45 49
Rank change year-on-year
+5 +4
Permanent jobs citing Hadoop 25 10 2
As % of all permanent IT jobs located in Cheltenham 6.02% 3.10% 0.72%
As % of the Database & Business Intelligence category 15.06% 8.40% 2.08%
Number of salaries quoted 21 9 0
Median salary £52,500 £65,000 -
Median salary % change year-on-year
-19.23% -
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
Hadoop
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%

Hadoop
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Cheltenham

Hadoop
Salary Trend in Cheltenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop across the Cheltenham region.

Hadoop Salary Trend in Cheltenham

Hadoop
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Hadoop across the Cheltenham region over the 3 months to 27 August 2016.

Hadoop Salary Histogram in Cheltenham

Hadoop
Top 30 Related IT Skills in Cheltenham

For the 6 months to 27 August 2016, IT jobs citing Hadoop 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 Hadoop.

1 25 (75.76%) Security Cleared
2 24 (72.73%) Java
3 23 (69.70%) Software Engineering
4 21 (63.64%) Big Data
4 21 (63.64%) Apache Spark
5 20 (60.61%) Cybersecurity
6 17 (51.52%) C++
6 17 (51.52%) DV Cleared
7 16 (48.48%) Apache Hive
7 16 (48.48%) Apache Pig
8 14 (42.42%) C
8 14 (42.42%) C#
8 14 (42.42%) Python
9 13 (39.39%) Agile Software Development
9 13 (39.39%) MongoDB
10 12 (36.36%) Scala
10 12 (36.36%) Reverse Engineering
10 12 (36.36%) Ethical Hacking
10 12 (36.36%) Apache Accumulo
11 11 (33.33%) Linux
12 10 (30.30%) Scrum
12 10 (30.30%) Cyberthreat
13 8 (24.24%) Telecoms
13 8 (24.24%) JIRA
14 7 (21.21%) Java EE
14 7 (21.21%) SC Cleared
14 7 (21.21%) Open Source
14 7 (21.21%) NoSQL
14 7 (21.21%) Apache
14 7 (21.21%) Kafka

Hadoop
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 21 (63.64%) Apache Spark
2 16 (48.48%) Apache Pig
3 7 (21.21%) Apache
3 7 (21.21%) Elasticsearch
4 6 (18.18%) Confluence
5 2 (6.06%) SAS
Cloud Services
1 2 (6.06%) SaaS
Communications & Networking
1 6 (18.18%) Firewall
1 6 (18.18%) TCP/IP
2 2 (6.06%) Internet
Database & Business Intelligence
1 21 (63.64%) Big Data
2 16 (48.48%) Apache Hive
3 13 (39.39%) MongoDB
4 12 (36.36%) Apache Accumulo
5 7 (21.21%) NoSQL
6 6 (18.18%) Neo4j
7 4 (12.12%) Apache Cassandra
7 4 (12.12%) OrientDB
8 2 (6.06%) Data Warehouse
8 2 (6.06%) HBase
8 2 (6.06%) IBM InfoSphere
8 2 (6.06%) Redis
8 2 (6.06%) Relational Database
9 1 (3.03%) Cloudera CDH
9 1 (3.03%) Data Mining
9 1 (3.03%) GIS
9 1 (3.03%) Oracle Database
9 1 (3.03%) Oracle Database 11g
9 1 (3.03%) Pentaho
9 1 (3.03%) RDBMS
Development Applications
1 8 (24.24%) JIRA
2 3 (9.09%) Atlassian Bamboo
2 3 (9.09%) Jenkins
3 2 (6.06%) Git (software)
3 2 (6.06%) JMeter
3 2 (6.06%) Selenium
3 2 (6.06%) WATIR
4 1 (3.03%) Bitbucket
4 1 (3.03%) EasyMock
4 1 (3.03%) JUnit
4 1 (3.03%) Visual Studio
General
1 8 (24.24%) Telecoms
2 3 (9.09%) Manufacturing
Job Titles
1 19 (57.58%) Software Engineer
2 7 (21.21%) Big Data Engineer
3 6 (18.18%) Data Engineer
4 4 (12.12%) Developer
4 4 (12.12%) Systems Engineer
5 3 (9.09%) Software Developer
6 2 (6.06%) Architect
6 2 (6.06%) Big Data Architect
6 2 (6.06%) Big Data Developer
6 2 (6.06%) Data Architect
6 2 (6.06%) Data Scientist
6 2 (6.06%) Developer/Software Engineer
7 1 (3.03%) Automation Test Lead
7 1 (3.03%) C++ Consultant
7 1 (3.03%) Consultant
7 1 (3.03%) Hadoop Developer
7 1 (3.03%) Senior Big Data Developer
7 1 (3.03%) Senior Developer
7 1 (3.03%) Senior Hadoop Developer
7 1 (3.03%) Technical Consultant
Libraries, Frameworks & Software Standards
1 7 (21.21%) Java EE
1 7 (21.21%) Kafka
2 6 (18.18%) STL
3 2 (6.06%) .NET
3 2 (6.06%) AngularJS
3 2 (6.06%) Backbone.js
3 2 (6.06%) CSS
3 2 (6.06%) CSS3
3 2 (6.06%) D3.js
3 2 (6.06%) Express
3 2 (6.06%) HTML
3 2 (6.06%) HTML5
3 2 (6.06%) jQuery
3 2 (6.06%) lodash
3 2 (6.06%) MEAN Stack
3 2 (6.06%) Node.js
3 2 (6.06%) OpenCL
3 2 (6.06%) React
3 2 (6.06%) RESTful
3 2 (6.06%) ZeroMQ
Miscellaneous
1 10 (30.30%) Cyberthreat
2 6 (18.18%) Cyber Attack
2 6 (18.18%) Cybercrime
3 4 (12.12%) Wiki
4 3 (9.09%) Analytical Skills
4 3 (9.09%) User Experience
4 3 (9.09%) Visualisation
5 2 (6.06%) Algorithms
5 2 (6.06%) Internet of Things
5 2 (6.06%) Mathematics
5 2 (6.06%) VHDL
6 1 (3.03%) Computer Science
6 1 (3.03%) Data Integration
6 1 (3.03%) Data Structures
Operating Systems
1 11 (33.33%) Linux
2 6 (18.18%) Android
2 6 (18.18%) Apple iOS
3 5 (15.15%) Windows
4 2 (6.06%) Mac OS X
Processes & Methodologies
1 23 (69.70%) Software Engineering
2 20 (60.61%) Cybersecurity
3 13 (39.39%) Agile Software Development
4 12 (36.36%) Ethical Hacking
4 12 (36.36%) Reverse Engineering
5 10 (30.30%) Scrum
6 7 (21.21%) Open Source
7 6 (18.18%) Mobile Development
7 6 (18.18%) Multithreading
7 6 (18.18%) Penetration Testing
8 5 (15.15%) Analytics
9 4 (12.12%) OO
10 3 (9.09%) Data Analytics
10 3 (9.09%) DevOps
10 3 (9.09%) Integration Testing
10 3 (9.09%) MapReduce
10 3 (9.09%) Requirements Analysis
10 3 (9.09%) Waterfall
11 2 (6.06%) Continuous Integration
11 2 (6.06%) Test Automation
Programming Languages
1 24 (72.73%) Java
2 17 (51.52%) C++
3 14 (42.42%) C
3 14 (42.42%) C#
3 14 (42.42%) Python
4 12 (36.36%) Scala
5 6 (18.18%) Objective-C
6 5 (15.15%) Ruby
7 4 (12.12%) Perl
7 4 (12.12%) SQL
8 2 (6.06%) Bash Shell
9 1 (3.03%) Go
9 1 (3.03%) PL/SQL
9 1 (3.03%) SAS Macro
Qualifications
1 25 (75.76%) Security Cleared
2 17 (51.52%) DV Cleared
3 7 (21.21%) SC Cleared
4 6 (18.18%) CCNA
4 6 (18.18%) Cisco Certification
4 6 (18.18%) CISSP
4 6 (18.18%) GIAC
4 6 (18.18%) Linux+ Certification
4 6 (18.18%) MCSE
4 6 (18.18%) Microsoft Certification
4 6 (18.18%) Network+ Certification
4 6 (18.18%) SANS
4 6 (18.18%) SSCP
5 2 (6.06%) Degree
6 1 (3.03%) ISTQB
6 1 (3.03%) ISTQB Foundation Certification
System Software
1 6 (18.18%) Apache ZooKeeper
Systems Management
1 4 (12.12%) Hadoop YARN
2 2 (6.06%) Puppet
3 1 (3.03%) Opscode Chef
Vendors
1 4 (12.12%) Hortonworks
1 4 (12.12%) Oracle
2 3 (9.09%) Cloudera
3 2 (6.06%) Atlassian
3 2 (6.06%) IBM
3 2 (6.06%) Rally
4 1 (3.03%) i2
4 1 (3.03%) MapR
4 1 (3.03%) Platfora
4 1 (3.03%) VMware