Period
to 18 December 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
South West > Gloucestershire
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 81 90 49
Rank change year-on-year +9 -41 +34
Permanent jobs citing Hadoop 43 45 131
As % of all permanent IT jobs advertised in Gloucestershire 2.83% 3.14% 5.80%
As % of the Database & Business Intelligence category 10.97% 9.13% 19.58%
Number of salaries quoted 33 28 91
Gloucestershire median annual salary £47,500 £45,000 £52,000
Median salary % change year-on-year +5.56% -13.46% -13.33%
10th Percentile £37,500 £19,750 £33,750
90th Percentile £60,750 £62,500 £67,500
South West median annual salary £55,250 £41,000 £50,000
% change year-on-year +34.76% -18.00% -4.76%

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 392 493 669
As % of all permanent IT jobs advertised in Gloucestershire 25.79% 34.40% 29.64%
Number of salaries quoted 310 417 559
Gloucestershire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £30,000 £25,000 £30,000
90th Percentile £65,000 £58,750 £63,750
South West median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% +6.41%

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 18 December 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 18 December 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
Cheltenham +15 17 £47,500 +120.93% 1
Gloucester -4 3 £55,000 +2.33% 1
Cirencester - 1 £60,000 -
Hadoop
South West

For the 6 months to 18 December 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 38 (88.37%) Java
2 37 (86.05%) Python
2 37 (86.05%) Software Engineering
3 36 (83.72%) C++
4 35 (81.40%) Big Data
5 31 (72.09%) C#
5 31 (72.09%) Apache Hive
6 29 (67.44%) Linux
6 29 (67.44%) Security Cleared
7 27 (62.79%) C
8 26 (60.47%) JavaScript
9 24 (55.81%) DV Cleared
10 22 (51.16%) Git (software)
11 21 (48.84%) DevOps
12 20 (46.51%) Docker
12 20 (46.51%) Apple iOS
12 20 (46.51%) Android
12 20 (46.51%) Java EE
12 20 (46.51%) Windows
12 20 (46.51%) Objective-C
13 19 (44.19%) Selenium
13 19 (44.19%) Apache Pig
14 17 (39.53%) Elasticsearch
14 17 (39.53%) Bitbucket
14 17 (39.53%) RabbitMQ
14 17 (39.53%) JIRA
14 17 (39.53%) Test Automation
14 17 (39.53%) Atlassian Bamboo
14 17 (39.53%) Scrum
14 17 (39.53%) MySQL

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 (44.19%) Apache Pig
2 17 (39.53%) Elasticsearch
3 16 (37.21%) Apache
4 14 (32.56%) Apache Spark
5 5 (11.63%) GlassFish
5 5 (11.63%) Tomcat
6 3 (6.98%) JBoss
7 2 (4.65%) Confluence
Cloud Services
1 5 (11.63%) GitHub
2 3 (6.98%) Amazon AWS
3 1 (2.33%) Microsoft Azure
Communications & Networking
1 15 (34.88%) TCP/IP
2 13 (30.23%) Firewall
2 13 (30.23%) HTTP
2 13 (30.23%) SSL
Database & Business Intelligence
1 35 (81.40%) Big Data
2 31 (72.09%) Apache Hive
3 17 (39.53%) MySQL
4 15 (34.88%) SQL Server
5 12 (27.91%) Apache Cassandra
6 5 (11.63%) Data Mining
6 5 (11.63%) Text Mining
7 4 (9.30%) MongoDB
8 2 (4.65%) Data Lake
8 2 (4.65%) Neo4j
9 1 (2.33%) Amazon Redshift
9 1 (2.33%) Presto
Development Applications
1 22 (51.16%) Git (software)
2 19 (44.19%) Selenium
3 17 (39.53%) Atlassian Bamboo
3 17 (39.53%) Bitbucket
3 17 (39.53%) JIRA
4 15 (34.88%) CodeSonar
4 15 (34.88%) git-flow
4 15 (34.88%) Robot Framework
5 9 (20.93%) EasyMock
5 9 (20.93%) Jenkins
6 5 (11.63%) Visual Studio
7 4 (9.30%) Cucumber
8 2 (4.65%) Eclipse
8 2 (4.65%) JMeter
8 2 (4.65%) JUnit
8 2 (4.65%) Mercurial
8 2 (4.65%) Zephyr
9 1 (2.33%) Maven
9 1 (2.33%) Subversion
General
1 2 (4.65%) Retail
Job Titles
1 32 (74.42%) Software Engineer
2 17 (39.53%) Java Engineer
2 17 (39.53%) Java Software Engineer
3 15 (34.88%) Developer
4 13 (30.23%) Software Developer
5 12 (27.91%) C# Software Engineer
5 12 (27.91%) C++ Software Engineer
5 12 (27.91%) Developer/Software Engineer
6 6 (13.95%) Data Scientist
6 6 (13.95%) Java Developer
7 4 (9.30%) Java Software Developer
8 3 (6.98%) DV Cleared Software Engineer
9 2 (4.65%) Data Engineer
9 2 (4.65%) JavaScript Engineer
9 2 (4.65%) Objective-C Engineer
9 2 (4.65%) Python Engineer
9 2 (4.65%) Security Engineer
9 2 (4.65%) Technical Developer
9 2 (4.65%) Technical Engineer
9 2 (4.65%) Tester
Libraries, Frameworks & Software Standards
1 20 (46.51%) Java EE
2 17 (39.53%) RabbitMQ
3 16 (37.21%) LAMP
3 16 (37.21%) Node.js
4 15 (34.88%) .NET
4 15 (34.88%) .NET Framework
4 15 (34.88%) ASP.NET
4 15 (34.88%) Django
4 15 (34.88%) Kafka
4 15 (34.88%) REST
4 15 (34.88%) SOAP
4 15 (34.88%) Spring MVC
4 15 (34.88%) STL
5 11 (25.58%) Spring
6 10 (23.26%) Hibernate
7 6 (13.95%) CSS
7 6 (13.95%) HTML
8 5 (11.63%) CSS3
8 5 (11.63%) HTML5
9 3 (6.98%) JSON
Miscellaneous
1 10 (23.26%) Social Media
2 8 (18.60%) Algorithms
3 5 (11.63%) Analytical Skills
3 5 (11.63%) Data Structures
3 5 (11.63%) Management Information System
4 2 (4.65%) Cybercrime
4 2 (4.65%) Wiki
5 1 (2.33%) Cyberattack
5 1 (2.33%) Greenfield Project
Operating Systems
1 29 (67.44%) Linux
2 20 (46.51%) Android
2 20 (46.51%) Apple iOS
2 20 (46.51%) Windows
3 15 (34.88%) Mac OS X
4 4 (9.30%) CentOS
5 3 (6.98%) Unix
6 2 (4.65%) Red Hat Enterprise Linux
6 2 (4.65%) Ubuntu
Processes & Methodologies
1 37 (86.05%) Software Engineering
2 21 (48.84%) DevOps
3 17 (39.53%) Scrum
3 17 (39.53%) Test Automation
4 16 (37.21%) Reverse Engineering
5 15 (34.88%) Agile Software Development
5 15 (34.88%) API Design
5 15 (34.88%) Cybersecurity
5 15 (34.88%) Ethical Hacking
5 15 (34.88%) Kanban
5 15 (34.88%) Multithreading
5 15 (34.88%) Penetration Testing
6 14 (32.56%) Data Science
6 14 (32.56%) Systems Engineering
7 13 (30.23%) Machine Learning
7 13 (30.23%) User Stories
8 12 (27.91%) Data Analysis
8 12 (27.91%) Visualisation
9 10 (23.26%) TDD
10 9 (20.93%) Analytics
Programming Languages
1 38 (88.37%) Java
2 37 (86.05%) Python
3 36 (83.72%) C++
4 31 (72.09%) C#
5 27 (62.79%) C
6 26 (60.47%) JavaScript
7 20 (46.51%) Objective-C
8 13 (30.23%) Bash Shell
8 13 (30.23%) PHP
8 13 (30.23%) PowerShell
9 5 (11.63%) Apple Swift
10 3 (6.98%) Scala
10 3 (6.98%) SQL
11 2 (4.65%) Clojure
11 2 (4.65%) Cypher
11 2 (4.65%) Shell Script
12 1 (2.33%) Perl
12 1 (2.33%) R
12 1 (2.33%) Ruby
Qualifications
1 29 (67.44%) Security Cleared
2 24 (55.81%) DV Cleared
3 13 (30.23%) CCNA
3 13 (30.23%) Cisco Certification
3 13 (30.23%) CISSP
3 13 (30.23%) CompTIA Security+
3 13 (30.23%) GIAC
3 13 (30.23%) Linux+ Certification
3 13 (30.23%) MCSE
3 13 (30.23%) Microsoft Certification
3 13 (30.23%) Network+ Certification
3 13 (30.23%) SANS
3 13 (30.23%) SSCP
4 11 (25.58%) SC Cleared
5 5 (11.63%) Degree
Quality Assurance & Compliance
1 2 (4.65%) Data Quality
System Software
1 20 (46.51%) Docker
2 15 (34.88%) vSphere
Systems Management
1 15 (34.88%) Puppet
1 15 (34.88%) Salt
2 5 (11.63%) Opscode Chef
Vendors
1 15 (34.88%) Microsoft
2 4 (9.30%) Red Hat
3 3 (6.98%) Oracle
4 2 (4.65%) Atlassian