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

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 35 28 -
Rank change year-on-year
-7 -
Permanent jobs citing Hadoop 23 22 0
As % of all permanent IT jobs located in Cheltenham 6.02% 6.59% -
As % of the Database & Business Intelligence category 15.65% 19.13% -
Number of salaries quoted 23 22 0
Median salary £55,000 £75,000 -
Median salary % change year-on-year
-26.66% -
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
147 115 98
As % of all permanent IT jobs located in Cheltenham 38.48% 34.43% 22.27%
Number of salaries quoted 138 97 81
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%

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 8 December 2016.

Hadoop Salary Histogram in Cheltenham

Hadoop
Top 30 Related IT Skills in Cheltenham

For the 6 months to 8 December 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 31 (67.39%) Java
2 30 (65.22%) Security Cleared
3 28 (60.87%) Software Engineering
4 27 (58.70%) Big Data
5 23 (50.00%) Cybersecurity
6 21 (45.65%) Apache Pig
6 21 (45.65%) Apache Hive
7 20 (43.48%) Linux
7 20 (43.48%) Python
7 20 (43.48%) Apache Spark
8 18 (39.13%) C#
8 18 (39.13%) C++
8 18 (39.13%) DV Cleared
9 17 (36.96%) MongoDB
9 17 (36.96%) Cybercrime
10 16 (34.78%) Apache Accumulo
10 16 (34.78%) Reverse Engineering
10 16 (34.78%) C
10 16 (34.78%) Ethical Hacking
11 13 (28.26%) Telecoms
12 12 (26.09%) Agile Software Development
12 12 (26.09%) Java EE
13 11 (23.91%) Multithreading
13 11 (23.91%) Android
13 11 (23.91%) SC Cleared
13 11 (23.91%) Elasticsearch
13 11 (23.91%) Apple iOS
13 11 (23.91%) Objective-C
13 11 (23.91%) Penetration Testing
13 11 (23.91%) Firewall

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 (45.65%) Apache Pig
2 20 (43.48%) Apache Spark
3 11 (23.91%) Elasticsearch
4 6 (13.04%) Apache
5 4 (8.70%) Confluence
Cloud Services
1 2 (4.35%) SaaS
Communications & Networking
1 11 (23.91%) Firewall
1 11 (23.91%) TCP/IP
2 6 (13.04%) LAN
2 6 (13.04%) WAN
Database & Business Intelligence
1 27 (58.70%) Big Data
2 21 (45.65%) Apache Hive
3 17 (36.96%) MongoDB
4 16 (34.78%) Apache Accumulo
5 7 (15.22%) NoSQL
6 4 (8.70%) Neo4j
6 4 (8.70%) OrientDB
7 3 (6.52%) Apache Cassandra
8 2 (4.35%) HBase
8 2 (4.35%) Redis
9 1 (2.17%) MySQL
9 1 (2.17%) Oracle Database
9 1 (2.17%) Oracle Database 11g
9 1 (2.17%) Relational Database
Development Applications
1 7 (15.22%) JIRA
2 4 (8.70%) Atlassian Bamboo
2 4 (8.70%) Jenkins
3 3 (6.52%) Git (software)
3 3 (6.52%) JMeter
3 3 (6.52%) Selenium
3 3 (6.52%) WATIR
4 1 (2.17%) Bitbucket
4 1 (2.17%) EasyMock
4 1 (2.17%) JUnit
General
1 13 (28.26%) Telecoms
2 4 (8.70%) Manufacturing
3 1 (2.17%) Advertising
Job Titles
1 23 (50.00%) Software Engineer
2 6 (13.04%) Big Data Engineer
2 6 (13.04%) Consultant
2 6 (13.04%) Technical Consultant
3 5 (10.87%) Data Engineer
3 5 (10.87%) Java Engineer
4 4 (8.70%) Senior Java Engineer
4 4 (8.70%) Systems Engineer
5 3 (6.52%) Developer
5 3 (6.52%) Software Developer
6 2 (4.35%) Architect
6 2 (4.35%) Data Architect
6 2 (4.35%) Data Manager
6 2 (4.35%) Developer/Software Engineer
6 2 (4.35%) Test Automation Engineer
6 2 (4.35%) Test Engineer
7 1 (2.17%) Automation Test Lead
7 1 (2.17%) Hadoop Developer
7 1 (2.17%) Senior Big Data Developer
7 1 (2.17%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 12 (26.09%) Java EE
2 11 (23.91%) STL
3 9 (19.57%) AngularJS
3 9 (19.57%) HTML
4 8 (17.39%) Node.js
5 5 (10.87%) Kafka
6 4 (8.70%) CSS
6 4 (8.70%) RESTful
7 3 (6.52%) Backbone.js
7 3 (6.52%) CSS3
7 3 (6.52%) Express
7 3 (6.52%) HTML5
7 3 (6.52%) jQuery
7 3 (6.52%) lodash
7 3 (6.52%) MEAN Stack
8 2 (4.35%) D3.js
8 2 (4.35%) React
9 1 (2.17%) .NET
9 1 (2.17%) EJB
9 1 (2.17%) Web Services
Miscellaneous
1 17 (36.96%) Cybercrime
2 7 (15.22%) Cyberthreat
2 7 (15.22%) Visualisation
3 5 (10.87%) Cyber Attack
4 4 (8.70%) Wiki
5 3 (6.52%) User Experience
6 1 (2.17%) Analytical Skills
6 1 (2.17%) Data Integration
Operating Systems
1 20 (43.48%) Linux
2 11 (23.91%) Android
2 11 (23.91%) Apple iOS
3 9 (19.57%) Windows
Processes & Methodologies
1 28 (60.87%) Software Engineering
2 23 (50.00%) Cybersecurity
3 16 (34.78%) Ethical Hacking
3 16 (34.78%) Reverse Engineering
4 12 (26.09%) Agile Software Development
5 11 (23.91%) Mobile Development
5 11 (23.91%) Multithreading
5 11 (23.91%) Penetration Testing
6 9 (19.57%) Scrum
7 4 (8.70%) DevOps
7 4 (8.70%) Open Source
8 3 (6.52%) Automation Testing
8 3 (6.52%) Capacity Planning
8 3 (6.52%) Continuous Integration
8 3 (6.52%) Defect Tracking
8 3 (6.52%) MapReduce
8 3 (6.52%) Performance Testing
8 3 (6.52%) Requirements Analysis
8 3 (6.52%) TDD
8 3 (6.52%) Test Automation
Programming Languages
1 31 (67.39%) Java
2 20 (43.48%) Python
3 18 (39.13%) C#
3 18 (39.13%) C++
4 16 (34.78%) C
5 11 (23.91%) Objective-C
6 9 (19.57%) SQL
7 8 (17.39%) Scala
8 4 (8.70%) Ruby
9 3 (6.52%) Bash Shell
9 3 (6.52%) Perl
10 1 (2.17%) Go
10 1 (2.17%) JavaScript
10 1 (2.17%) PL/SQL
10 1 (2.17%) R
Qualifications
1 30 (65.22%) Security Cleared
2 18 (39.13%) DV Cleared
3 11 (23.91%) CCNA
3 11 (23.91%) Cisco Certification
3 11 (23.91%) CISSP
3 11 (23.91%) GIAC
3 11 (23.91%) Linux+ Certification
3 11 (23.91%) MCSE
3 11 (23.91%) Microsoft Certification
3 11 (23.91%) Network+ Certification
3 11 (23.91%) SANS
3 11 (23.91%) SC Cleared
3 11 (23.91%) SSCP
4 2 (4.35%) ISTQB
4 2 (4.35%) ISTQB Foundation Certification
5 1 (2.17%) Degree
System Software
1 5 (10.87%) Apache ZooKeeper
Systems Management
1 5 (10.87%) Hadoop YARN
2 3 (6.52%) Puppet
3 1 (2.17%) Opscode Chef
Vendors
1 5 (10.87%) Hortonworks
2 3 (6.52%) CA Agile Central
3 1 (2.17%) Cloudera
3 1 (2.17%) MapR
3 1 (2.17%) Oracle