Period
to 22 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 22 June 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Gloucestershire
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 94 84 50
Rank change year-on-year -10 -34 +83
Permanent jobs citing Hadoop 35 68 116
As % of all permanent IT jobs advertised in Gloucestershire 2.17% 3.84% 5.65%
As % of the Database & Business Intelligence category 7.19% 11.09% 18.10%
Number of salaries quoted 28 45 57
Gloucestershire median annual salary £47,500 £45,000 £47,500
Median salary % change year-on-year +5.56% -5.26% -
10th Percentile £37,500 £31,250 £31,750
90th Percentile £97,500 £58,250 £73,500
South West median annual salary £50,000 £43,750 £47,500
% change year-on-year +14.29% -7.89% -

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucestershire
Permanent vacancies with a requirement for database or business intelligence skills 487 613 641
As % of all permanent IT jobs advertised in Gloucestershire 30.15% 34.63% 31.24%
Number of salaries quoted 415 534 478
Gloucestershire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,500 £27,575 £27,500
90th Percentile £61,250 £63,750 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Hadoop
Job Vacancy Trend in Gloucestershire

Job postings citing Hadoop as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Hadoop in Gloucestershire

Hadoop
Salary Trend in Gloucestershire

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

Salary trend for Hadoop in Gloucestershire

Hadoop
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Hadoop in Gloucestershire over the 6 months to 22 June 2018.

Salary histogram for Hadoop in Gloucestershire

Hadoop
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Gloucestershire region over the 6 months to 22 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucester +14 11 £66,250 +32.50% 2
Cheltenham -6 6 £47,500 +2.70% 1
Hadoop
South West

For the 6 months to 22 June 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Gloucestershire region with a requirement for Hadoop.

1 25 (71.43%) Python
2 22 (62.86%) Big Data
3 21 (60.00%) Security Cleared
4 20 (57.14%) DV Cleared
5 19 (54.29%) Linux
6 18 (51.43%) C
6 18 (51.43%) Java
6 18 (51.43%) Agile Software Development
7 16 (45.71%) Software Engineering
7 16 (45.71%) C++
7 16 (45.71%) Apache Hive
8 14 (40.00%) DevOps
9 13 (37.14%) JavaScript
9 13 (37.14%) JIRA
9 13 (37.14%) Apache Spark
10 12 (34.29%) Git (software)
10 12 (34.29%) Test Automation
10 12 (34.29%) Puppet
10 12 (34.29%) Java EE
10 12 (34.29%) Selenium
11 11 (31.43%) Atlassian Bamboo
11 11 (31.43%) TDD
11 11 (31.43%) C#
11 11 (31.43%) SQL
11 11 (31.43%) Windows
11 11 (31.43%) Microsoft
11 11 (31.43%) Bash Shell
12 10 (28.57%) Apache Pig
13 9 (25.71%) Continuous Integration
13 9 (25.71%) Firewall

Hadoop
Co-occurring IT Skills in Gloucestershire 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 13 (37.14%) Apache Spark
2 10 (28.57%) Apache Pig
3 9 (25.71%) Elasticsearch
4 5 (14.29%) Apache
5 4 (11.43%) JBoss
5 4 (11.43%) SAS
6 1 (2.86%) Confluence
6 1 (2.86%) Tomcat
6 1 (2.86%) WebLogic
6 1 (2.86%) WebSphere
Cloud Services
1 7 (20.00%) Amazon AWS
2 4 (11.43%) Microsoft Azure
3 1 (2.86%) Azure Data Factory
Communications & Networking
1 9 (25.71%) Firewall
2 6 (17.14%) HTTP
2 6 (17.14%) SSL
2 6 (17.14%) TCP/IP
3 3 (8.57%) Ethernet
3 3 (8.57%) Intrusion Detection
3 3 (8.57%) MPLS
3 3 (8.57%) VLAN
3 3 (8.57%) VPN
4 1 (2.86%) Internet
Database & Business Intelligence
1 22 (62.86%) Big Data
2 16 (45.71%) Apache Hive
3 9 (25.71%) MySQL
4 8 (22.86%) Apache Cassandra
5 7 (20.00%) SQL Server
6 6 (17.14%) Apache Accumulo
6 6 (17.14%) MongoDB
7 5 (14.29%) NoSQL
8 2 (5.71%) Amazon Redshift
8 2 (5.71%) OrientDB
8 2 (5.71%) Presto
9 1 (2.86%) Azure SQL Data Warehouse
9 1 (2.86%) Azure SQL Database
9 1 (2.86%) Data Lake
9 1 (2.86%) HDInsight
9 1 (2.86%) Neo4j
9 1 (2.86%) Power BI
9 1 (2.86%) Relational Database
9 1 (2.86%) SQL Server 2012
9 1 (2.86%) SQL Server 2014
Development Applications
1 13 (37.14%) JIRA
2 12 (34.29%) Git (software)
2 12 (34.29%) Selenium
3 11 (31.43%) Atlassian Bamboo
4 6 (17.14%) Bitbucket
4 6 (17.14%) CodeSonar
4 6 (17.14%) git-flow
4 6 (17.14%) Jenkins
4 6 (17.14%) Robot Framework
5 5 (14.29%) JMeter
5 5 (14.29%) WATIR
6 3 (8.57%) EasyMock
7 2 (5.71%) Maven
7 2 (5.71%) Subversion
8 1 (2.86%) Cucumber
8 1 (2.86%) Hudson
General
1 4 (11.43%) Banking
1 4 (11.43%) Finance
1 4 (11.43%) Financial Institution
1 4 (11.43%) Retail
2 1 (2.86%) Advertising
Job Titles
1 14 (40.00%) Software Engineer
2 10 (28.57%) Java Engineer
2 10 (28.57%) Java Software Engineer
3 8 (22.86%) Developer
4 7 (20.00%) Java Developer
5 6 (17.14%) Developer/Software Engineer
5 6 (17.14%) Java Software Developer
5 6 (17.14%) Software Tester
5 6 (17.14%) Tester
6 5 (14.29%) Architect
6 5 (14.29%) Software Developer
7 4 (11.43%) C# Software Engineer
7 4 (11.43%) C++ Software Engineer
7 4 (11.43%) Domain Architect
7 4 (11.43%) Information Architect
8 3 (8.57%) DV Cleared Java Developer
8 3 (8.57%) DV Cleared Software Engineer
8 3 (8.57%) Network Security Engineer
8 3 (8.57%) Security Engineer
9 2 (5.71%) Consultant
Libraries, Frameworks & Software Standards
1 12 (34.29%) Java EE
2 9 (25.71%) Node.js
3 8 (22.86%) Kafka
4 7 (20.00%) Hibernate
4 7 (20.00%) REST
5 6 (17.14%) .NET
5 6 (17.14%) .NET Framework
5 6 (17.14%) ASP.NET
5 6 (17.14%) Django
5 6 (17.14%) HTML
5 6 (17.14%) LAMP
5 6 (17.14%) RabbitMQ
5 6 (17.14%) SOAP
5 6 (17.14%) Spring MVC
5 6 (17.14%) STL
6 5 (14.29%) CSS
6 5 (14.29%) Spring
6 5 (14.29%) Web Services
7 4 (11.43%) jQuery
7 4 (11.43%) XML
Miscellaneous
1 5 (14.29%) Analytical Skills
1 5 (14.29%) Self-Motivation
2 2 (5.71%) Algorithms
3 1 (2.86%) Computer Science
3 1 (2.86%) Driving Licence
3 1 (2.86%) Internet of Things
3 1 (2.86%) User Experience
3 1 (2.86%) Wiki
Operating Systems
1 19 (54.29%) Linux
2 11 (31.43%) Windows
3 6 (17.14%) Android
3 6 (17.14%) Apple iOS
3 6 (17.14%) Mac OS X
4 4 (11.43%) Unix
5 1 (2.86%) Fedora
5 1 (2.86%) Oracle Linux
5 1 (2.86%) Ubuntu
Processes & Methodologies
1 18 (51.43%) Agile Software Development
2 16 (45.71%) Software Engineering
3 14 (40.00%) DevOps
4 12 (34.29%) Test Automation
5 11 (31.43%) TDD
6 9 (25.71%) Continuous Integration
7 8 (22.86%) Cybersecurity
7 8 (22.86%) Scrum
8 7 (20.00%) Analytics
8 7 (20.00%) Configuration Management
8 7 (20.00%) Machine Learning
8 7 (20.00%) Reverse Engineering
9 6 (17.14%) API Design
9 6 (17.14%) Ethical Hacking
9 6 (17.14%) Kanban
9 6 (17.14%) Multithreading
9 6 (17.14%) Penetration Testing
9 6 (17.14%) Performance Testing
9 6 (17.14%) SDLC
9 6 (17.14%) Visualisation
Programming Languages
1 25 (71.43%) Python
2 18 (51.43%) C
2 18 (51.43%) Java
3 16 (45.71%) C++
4 13 (37.14%) JavaScript
5 11 (31.43%) Bash Shell
5 11 (31.43%) C#
5 11 (31.43%) SQL
6 9 (25.71%) Perl
7 8 (22.86%) Ruby
8 6 (17.14%) Objective-C
8 6 (17.14%) R
9 5 (14.29%) PHP
9 5 (14.29%) PowerShell
10 1 (2.86%) PL/SQL
10 1 (2.86%) Scala
Qualifications
1 21 (60.00%) Security Cleared
2 20 (57.14%) DV Cleared
3 8 (22.86%) Cisco Certification
4 6 (17.14%) CISSP
5 5 (14.29%) CCNA
5 5 (14.29%) CompTIA Security+
5 5 (14.29%) GIAC
5 5 (14.29%) ISTQB
5 5 (14.29%) ISTQB Foundation Certification
5 5 (14.29%) Linux+ Certification
5 5 (14.29%) MCSE
5 5 (14.29%) Microsoft Certification
5 5 (14.29%) Network+ Certification
5 5 (14.29%) SANS
5 5 (14.29%) SSCP
6 2 (5.71%) SC Cleared
7 1 (2.86%) CEH
7 1 (2.86%) Computer Science Degree
7 1 (2.86%) Degree
7 1 (2.86%) Master's Degree
System Software
1 6 (17.14%) Docker
1 6 (17.14%) vSphere
2 1 (2.86%) Apache ZooKeeper
2 1 (2.86%) HDFS
Systems Management
1 12 (34.29%) Puppet
2 6 (17.14%) Salt
3 1 (2.86%) Ambari
3 1 (2.86%) Ansible
3 1 (2.86%) Hadoop YARN
3 1 (2.86%) Opscode Chef
3 1 (2.86%) QRadar
Vendors
1 11 (31.43%) Microsoft
2 6 (17.14%) Hortonworks
3 5 (14.29%) CA Agile Central
3 5 (14.29%) Oracle
4 4 (11.43%) Google
4 4 (11.43%) IBM
4 4 (11.43%) Tableau
4 4 (11.43%) Teradata
5 3 (8.57%) Cisco
5 3 (8.57%) Dell
6 1 (2.86%) ArcSight
6 1 (2.86%) Atlassian
6 1 (2.86%) Cloudera
6 1 (2.86%) LogRhythm
6 1 (2.86%) Red Hat