Period
to 24 February 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 24 February 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Gloucestershire
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 70 62 70
Rank change year-on-year -8 +8 +55
Permanent jobs citing Hadoop 53 114 76
As % of all permanent IT jobs advertised in Gloucestershire 3.72% 5.35% 3.80%
As % of the Database & Business Intelligence category 11.23% 17.43% 12.46%
Number of salaries quoted 33 73 55
Gloucestershire median annual salary £45,000 £50,000 £55,000
Median salary % change year-on-year -10.00% -9.09% +15.79%
10th Percentile £19,750 £31,250 £28,450
90th Percentile £92,000 £67,500 £82,500
South West median annual salary £42,000 £50,000 £50,000
% change year-on-year -16.00% - -9.09%

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 472 654 610
As % of all permanent IT jobs advertised in Gloucestershire 33.12% 30.70% 30.47%
Number of salaries quoted 402 542 483
Gloucestershire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £26,250 £31,250 £26,250
90th Percentile £60,000 £62,375 £65,000
South West median annual salary £40,000 £42,500 £39,500
% change year-on-year -5.88% +7.59% +5.33%

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 24 February 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 24 February 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 +21 11 £55,000 +10.00% 1
Cheltenham -2 11 £21,500 -60.91%
Tewkesbury - 1 £47,500 -
Hadoop
South West

For the 6 months to 24 February 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 39 (73.58%) Agile Software Development
2 37 (69.81%) Java
3 35 (66.04%) Security Cleared
4 32 (60.38%) Big Data
5 30 (56.60%) Python
6 27 (50.94%) C
7 25 (47.17%) DV Cleared
8 21 (39.62%) C++
9 20 (37.74%) Linux
9 20 (37.74%) Amazon AWS
10 19 (35.85%) Apache Spark
10 19 (35.85%) Software Engineering
11 18 (33.96%) JIRA
11 18 (33.96%) JavaScript
12 17 (32.08%) Git (software)
13 16 (30.19%) Puppet
14 15 (28.30%) Node.js
14 15 (28.30%) DevOps
15 14 (26.42%) Apache Hive
15 14 (26.42%) Test Automation
15 14 (26.42%) Bash Shell
15 14 (26.42%) Atlassian Bamboo
15 14 (26.42%) Continuous Integration
15 14 (26.42%) SQL
15 14 (26.42%) Windows
15 14 (26.42%) Java EE
15 14 (26.42%) Selenium
16 12 (22.64%) HTML
16 12 (22.64%) C#
16 12 (22.64%) Microsoft

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 19 (35.85%) Apache Spark
2 9 (16.98%) Apache Pig
3 7 (13.21%) Elasticsearch
4 4 (7.55%) SAS
5 2 (3.77%) Apache
5 2 (3.77%) JBoss
5 2 (3.77%) Tomcat
6 1 (1.89%) Confluence
Applications
1 1 (1.89%) GNU Octave
Cloud Services
1 20 (37.74%) Amazon AWS
2 8 (15.09%) Amazon S3
3 2 (3.77%) Microsoft Azure
4 1 (1.89%) Azure Data Factory
4 1 (1.89%) Cloud Computing
4 1 (1.89%) SaaS
4 1 (1.89%) Serverless
Communications & Networking
1 8 (15.09%) Firewall
1 8 (15.09%) TCP/IP
2 6 (11.32%) HTTP
2 6 (11.32%) SSL
3 2 (3.77%) Internet
4 1 (1.89%) Ethernet
4 1 (1.89%) Intrusion Detection
4 1 (1.89%) MPLS
4 1 (1.89%) VLAN
4 1 (1.89%) VPN
Database & Business Intelligence
1 32 (60.38%) Big Data
2 14 (26.42%) Apache Hive
3 9 (16.98%) Apache Accumulo
4 8 (15.09%) MongoDB
4 8 (15.09%) NoSQL
4 8 (15.09%) SQL Server
5 7 (13.21%) MySQL
6 6 (11.32%) Apache Cassandra
7 2 (3.77%) SQL Server 2014
8 1 (1.89%) Azure SQL Data Warehouse
8 1 (1.89%) Azure SQL Database
8 1 (1.89%) Data Lake
8 1 (1.89%) EDRMS
8 1 (1.89%) HDInsight
8 1 (1.89%) Neo4j
8 1 (1.89%) OrientDB
8 1 (1.89%) Power BI
8 1 (1.89%) RDBMS
8 1 (1.89%) Relational Database
8 1 (1.89%) SQL Server Reporting Services
Development Applications
1 18 (33.96%) JIRA
2 17 (32.08%) Git (software)
3 14 (26.42%) Atlassian Bamboo
3 14 (26.42%) Selenium
4 10 (18.87%) Jenkins
5 8 (15.09%) JMeter
5 8 (15.09%) Rational DOORS
5 8 (15.09%) WATIR
6 6 (11.32%) Bitbucket
6 6 (11.32%) CodeSonar
6 6 (11.32%) git-flow
6 6 (11.32%) Robot Framework
7 2 (3.77%) Hudson
8 1 (1.89%) Cucumber
8 1 (1.89%) EasyMock
8 1 (1.89%) JUnit
8 1 (1.89%) Maven
8 1 (1.89%) Team Foundation Server
General
1 5 (9.43%) Finance
2 4 (7.55%) Banking
2 4 (7.55%) Financial Institution
2 4 (7.55%) Retail
3 1 (1.89%) Advertising
3 1 (1.89%) Law
3 1 (1.89%) Military
3 1 (1.89%) Telecoms
Job Titles
1 18 (33.96%) Software Engineer
2 14 (26.42%) Developer
3 11 (20.75%) Consultant
3 11 (20.75%) Java Developer
4 8 (15.09%) Senior Consultant
4 8 (15.09%) Software Tester
4 8 (15.09%) Tester
5 6 (11.32%) Architect
5 6 (11.32%) Developer/Software Engineer
5 6 (11.32%) Software Developer
6 5 (9.43%) DV Cleared Java Developer
6 5 (9.43%) Graduate
6 5 (9.43%) Graduate Developer
6 5 (9.43%) Graduate Java Developer
6 5 (9.43%) Java Engineer
7 4 (7.55%) Domain Architect
7 4 (7.55%) DV Cleared Software Engineer
7 4 (7.55%) Information Architect
7 4 (7.55%) Java Software Developer
7 4 (7.55%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 15 (28.30%) Node.js
2 14 (26.42%) Java EE
3 12 (22.64%) HTML
4 11 (20.75%) Kafka
4 11 (20.75%) Spring
5 10 (18.87%) CSS
5 10 (18.87%) HTML5
6 9 (16.98%) CSS3
6 9 (16.98%) Hibernate
6 9 (16.98%) jQuery
7 8 (15.09%) AngularJS
8 7 (13.21%) .NET
8 7 (13.21%) ASP.NET
8 7 (13.21%) LAMP
8 7 (13.21%) STL
9 6 (11.32%) .NET Framework
9 6 (11.32%) React
9 6 (11.32%) SOAP
9 6 (11.32%) Spring MVC
9 6 (11.32%) Twitter Bootstrap
Miscellaneous
1 8 (15.09%) Analytical Skills
1 8 (15.09%) Management Information System
2 2 (3.77%) Internet of Things
2 2 (3.77%) User Experience
3 1 (1.89%) Computer Science
3 1 (1.89%) Cybercrime
3 1 (1.89%) Driving Licence
3 1 (1.89%) PKI
3 1 (1.89%) Wiki
Operating Systems
1 20 (37.74%) Linux
2 14 (26.42%) Windows
3 7 (13.21%) Android
3 7 (13.21%) Apple iOS
4 6 (11.32%) Mac OS X
5 2 (3.77%) Oracle Linux
5 2 (3.77%) Unix
Processes & Methodologies
1 39 (73.58%) Agile Software Development
2 19 (35.85%) Software Engineering
3 15 (28.30%) DevOps
4 14 (26.42%) Continuous Integration
4 14 (26.42%) Test Automation
5 11 (20.75%) TDD
6 10 (18.87%) Cybersecurity
6 10 (18.87%) Integration Testing
6 10 (18.87%) Machine Learning
6 10 (18.87%) Scrum
6 10 (18.87%) UML
7 9 (16.98%) Analytics
7 9 (16.98%) SDLC
8 8 (15.09%) Defect Tracking
8 8 (15.09%) ITIL
8 8 (15.09%) Mathematics
8 8 (15.09%) Risk Analysis
8 8 (15.09%) Root Cause Analysis
8 8 (15.09%) Scenario Testing
8 8 (15.09%) Test Strategy
Programming Languages
1 37 (69.81%) Java
2 30 (56.60%) Python
3 27 (50.94%) C
4 21 (39.62%) C++
5 18 (33.96%) JavaScript
6 14 (26.42%) Bash Shell
6 14 (26.42%) SQL
7 12 (22.64%) C#
8 11 (20.75%) Perl
9 9 (16.98%) Ruby
10 7 (13.21%) Objective-C
11 4 (7.55%) PHP
11 4 (7.55%) PowerShell
11 4 (7.55%) R
12 2 (3.77%) PL/SQL
13 1 (1.89%) Fortran
13 1 (1.89%) MATLAB
13 1 (1.89%) Scala
Qualifications
1 35 (66.04%) Security Cleared
2 25 (47.17%) DV Cleared
3 10 (18.87%) SC Cleared
4 9 (16.98%) Degree
5 8 (15.09%) ISTQB
5 8 (15.09%) ISTQB Foundation Certification
6 6 (11.32%) Cisco Certification
7 5 (9.43%) CCNA
7 5 (9.43%) CISSP
7 5 (9.43%) GIAC
7 5 (9.43%) Linux+ Certification
7 5 (9.43%) MCSE
7 5 (9.43%) Microsoft Certification
7 5 (9.43%) Network+ Certification
7 5 (9.43%) SANS
7 5 (9.43%) SSCP
8 4 (7.55%) CompTIA Security+
9 1 (1.89%) Numerate Degree
9 1 (1.89%) PhD
System Software
1 6 (11.32%) Docker
1 6 (11.32%) vSphere
2 1 (1.89%) Apache ZooKeeper
2 1 (1.89%) HDFS
2 1 (1.89%) Hyper-V
2 1 (1.89%) VMware Infrastructure
Systems Management
1 16 (30.19%) Puppet
2 6 (11.32%) Salt
3 2 (3.77%) Opscode Chef
4 1 (1.89%) Hadoop YARN
Vendors
1 12 (22.64%) Microsoft
2 10 (18.87%) Oracle
3 9 (16.98%) Google
4 8 (15.09%) CA Agile Central
5 5 (9.43%) Hortonworks
6 4 (7.55%) IBM
6 4 (7.55%) Tableau
6 4 (7.55%) Teradata
7 2 (3.77%) Red Hat
7 2 (3.77%) Twitter
8 1 (1.89%) Cisco
8 1 (1.89%) Dell
8 1 (1.89%) VMware