Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South West
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 187 205 137
Rank change year-on-year +18 -68 +139
Permanent jobs citing Hadoop 163 144 260
As % of all permanent IT jobs advertised in the South West 1.57% 1.39% 2.39%
As % of the Database & Business Intelligence category 5.25% 4.47% 7.53%
Number of salaries quoted 147 120 171
South West median annual salary £47,500 £42,000 £50,000
Median salary % change year-on-year +13.10% -16.00% -
10th Percentile £37,500 £31,000 £32,500
90th Percentile £79,250 £62,500 £73,750
England median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - -3.85%

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 3,103 3,218 3,451
As % of all permanent IT jobs advertised in the South West 29.86% 31.15% 31.71%
Number of salaries quoted 2,693 2,780 2,904
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £63,750 £62,500 £62,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Hadoop
Job Vacancy Trend in the South West

Job postings citing Hadoop as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Hadoop in the South West

Hadoop
Salary Trend in the South West

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

Salary trend for Hadoop in the South West

Hadoop
Salary Histogram in the South West

The salary distribution of IT jobs citing Hadoop in the South West over the 6 months to 21 August 2018.

Salary histogram for Hadoop in the South West

Hadoop
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South West region over the 6 months to 21 August 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
Bristol +61 84 £52,500 +5.00% 10
Gloucestershire +12 41 £46,750 +3.89% 1
Somerset +20 25 £42,028 +5.07% 8
Wiltshire -12 10 £57,500 +4.55% 2
Dorset - 2 £36,250 - 1
Hadoop
England

For the 6 months to 21 August 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 South West region with a requirement for Hadoop.

1 120 (73.62%) Java
2 106 (65.03%) Big Data
3 85 (52.15%) Python
3 85 (52.15%) Agile Software Development
4 79 (48.47%) Software Engineering
5 75 (46.01%) C#
6 64 (39.26%) DevOps
7 59 (36.20%) Apache Spark
8 58 (35.58%) JavaScript
9 55 (33.74%) Amazon AWS
10 50 (30.67%) SQL
10 50 (30.67%) Docker
11 48 (29.45%) Apache Hive
11 48 (29.45%) Scrum
12 47 (28.83%) C++
12 47 (28.83%) Microsoft Azure
13 44 (26.99%) Security Cleared
14 38 (23.31%) HTML
15 36 (22.09%) HTML5
16 34 (20.86%) NoSQL
16 34 (20.86%) .NET
17 33 (20.25%) Test Automation
17 33 (20.25%) Apache Pig
18 32 (19.63%) Elasticsearch
19 31 (19.02%) TDD
20 30 (18.40%) Spring
20 30 (18.40%) Selenium
20 30 (18.40%) Linux
20 30 (18.40%) AngularJS
21 29 (17.79%) Node.js

Hadoop
Co-occurring IT Skills in the South West 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 59 (36.20%) Apache Spark
2 33 (20.25%) Apache Pig
3 32 (19.63%) Elasticsearch
4 19 (11.66%) JBoss
5 16 (9.82%) Tomcat
6 15 (9.20%) Apache
6 15 (9.20%) WebLogic
7 14 (8.59%) Jetty
8 2 (1.23%) GlassFish
9 1 (0.61%) Confluence
9 1 (0.61%) SAS
9 1 (0.61%) SharePoint
9 1 (0.61%) WebSphere
Applications
1 11 (6.75%) Chatbot
Cloud Services
1 55 (33.74%) Amazon AWS
2 47 (28.83%) Microsoft Azure
3 20 (12.27%) Amazon Kinesis
4 13 (7.98%) GitHub
5 12 (7.36%) Cloud Computing
6 11 (6.75%) Amazon EMR
6 11 (6.75%) Google Cloud Platform
7 9 (5.52%) Amazon EC2
7 9 (5.52%) Amazon S3
8 1 (0.61%) Azure Data Factory
Communications & Networking
1 16 (9.82%) Firewall
2 12 (7.36%) TCP/IP
3 11 (6.75%) HTTP
3 11 (6.75%) SSL
4 9 (5.52%) SMS
5 3 (1.84%) Ethernet
5 3 (1.84%) Intrusion Detection
5 3 (1.84%) MPLS
5 3 (1.84%) VLAN
5 3 (1.84%) VPN
6 2 (1.23%) Internet
6 2 (1.23%) Kerberos
6 2 (1.23%) Network Security
7 1 (0.61%) SSH
Database & Business Intelligence
1 106 (65.03%) Big Data
2 48 (29.45%) Apache Hive
3 34 (20.86%) NoSQL
4 28 (17.18%) MongoDB
5 25 (15.34%) Amazon Redshift
6 23 (14.11%) Redis
7 22 (13.50%) SQL Server
8 18 (11.04%) Power BI
9 17 (10.43%) Apache Cassandra
9 17 (10.43%) MySQL
10 16 (9.82%) Presto
11 14 (8.59%) Couchbase
11 14 (8.59%) Riak
12 12 (7.36%) Impala
13 11 (6.75%) Amazon Athena
13 11 (6.75%) BigQuery
13 11 (6.75%) Spotfire
14 9 (5.52%) Amazon DynamoDB
15 8 (4.91%) SQL Server Integration Services
16 6 (3.68%) SQL Server Reporting Services
Development Applications
1 30 (18.40%) Selenium
2 24 (14.72%) JIRA
3 18 (11.04%) Cucumber
3 18 (11.04%) Jenkins
4 16 (9.82%) Git (software)
5 14 (8.59%) Atlassian Bamboo
6 13 (7.98%) JMeter
7 11 (6.75%) Bitbucket
7 11 (6.75%) CodeSonar
7 11 (6.75%) git-flow
7 11 (6.75%) Robot Framework
7 11 (6.75%) Visual Studio
8 10 (6.13%) SoapUI
9 9 (5.52%) EasyMock
9 9 (5.52%) Octopus Deploy
9 9 (5.52%) TeamCity
10 8 (4.91%) SpecFlow
11 4 (2.45%) FitNesse
11 4 (2.45%) Vagrant
12 3 (1.84%) Eclipse
General
1 10 (6.13%) Law
2 7 (4.29%) Electronics
3 6 (3.68%) Finance
4 5 (3.07%) Marketing
4 5 (3.07%) Telecoms
5 4 (2.45%) Manufacturing
6 1 (0.61%) Advertising
Job Titles
1 51 (31.29%) Software Engineer
2 38 (23.31%) Developer
3 26 (15.95%) Java Developer
4 24 (14.72%) Architect
5 23 (14.11%) Java Engineer
6 19 (11.66%) Java Software Engineer
7 17 (10.43%) AWS Engineer
8 16 (9.82%) C# Software Engineer
8 16 (9.82%) Security Engineer
9 15 (9.20%) Data Scientist
10 14 (8.59%) Software Developer
11 13 (7.98%) Data Engineer
11 13 (7.98%) Developer/Software Engineer
11 13 (7.98%) Technical Architect
12 12 (7.36%) Senior Data Engineer
13 11 (6.75%) Cybersecurity Engineer
13 11 (6.75%) Data Architect
13 11 (6.75%) Hadoop Engineer
13 11 (6.75%) Senior Data Scientist
13 11 (6.75%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 38 (23.31%) HTML
2 36 (22.09%) HTML5
3 34 (20.86%) .NET
4 30 (18.40%) AngularJS
4 30 (18.40%) Spring
5 29 (17.79%) Node.js
6 26 (15.95%) Hibernate
7 22 (13.50%) Kafka
8 21 (12.88%) REST
9 20 (12.27%) Java EE
10 16 (9.82%) ASP.NET
10 16 (9.82%) React
11 14 (8.59%) JPA
12 13 (7.98%) KnockoutJS
12 13 (7.98%) RabbitMQ
12 13 (7.98%) SOAP
13 12 (7.36%) LAMP
14 11 (6.75%) .NET Framework
14 11 (6.75%) Django
14 11 (6.75%) STL
Miscellaneous
1 15 (9.20%) Algorithms
2 14 (8.59%) Computer Science
3 11 (6.75%) Clustering
4 6 (3.68%) Greenfield Project
5 4 (2.45%) Analytical Skills
6 3 (1.84%) User Experience
7 2 (1.23%) Social Media
8 1 (0.61%) Cyberattack
8 1 (0.61%) Digital Media
8 1 (0.61%) Driving Licence
8 1 (0.61%) Internet of Things
8 1 (0.61%) Linked Data
8 1 (0.61%) Linux Command Line
8 1 (0.61%) Management Information System
8 1 (0.61%) Mobile App
8 1 (0.61%) Self-Motivation
8 1 (0.61%) Wiki
Operating Systems
1 30 (18.40%) Linux
2 14 (8.59%) Windows
3 13 (7.98%) Android
3 13 (7.98%) Apple iOS
4 11 (6.75%) Mac OS X
5 4 (2.45%) Ubuntu
5 4 (2.45%) Unix
6 3 (1.84%) CentOS
7 1 (0.61%) Debian
7 1 (0.61%) Fedora
7 1 (0.61%) Red Hat Enterprise Linux
Processes & Methodologies
1 85 (52.15%) Agile Software Development
2 79 (48.47%) Software Engineering
3 64 (39.26%) DevOps
4 48 (29.45%) Scrum
5 33 (20.25%) Test Automation
6 31 (19.02%) TDD
7 29 (17.79%) Artificial Intelligence
8 28 (17.18%) Data Science
9 25 (15.34%) Cybersecurity
9 25 (15.34%) Kanban
9 25 (15.34%) Multithreading
10 24 (14.72%) Analytics
10 24 (14.72%) Business Intelligence
10 24 (14.72%) Continuous Integration
11 23 (14.11%) Machine Learning
12 22 (13.50%) Mentoring
13 21 (12.88%) ETL
14 20 (12.27%) BDD
15 18 (11.04%) Visualisation
16 15 (9.20%) Software Testing
Programming Languages
1 120 (73.62%) Java
2 85 (52.15%) Python
3 75 (46.01%) C#
4 58 (35.58%) JavaScript
5 50 (30.67%) SQL
6 47 (28.83%) C++
7 27 (16.56%) C
8 24 (14.72%) Scala
9 19 (11.66%) R
10 14 (8.59%) Ruby
11 13 (7.98%) Bash Shell
11 13 (7.98%) Objective-C
12 11 (6.75%) PHP
12 11 (6.75%) PowerShell
12 11 (6.75%) TypeScript
13 4 (2.45%) Perl
14 2 (1.23%) Apple Swift
14 2 (1.23%) Embedded C++
14 2 (1.23%) T-SQL
15 1 (0.61%) Java 8
Qualifications
1 44 (26.99%) Security Cleared
2 26 (15.95%) DV Cleared
3 18 (11.04%) Degree
4 14 (8.59%) Cisco Certification
5 12 (7.36%) CISSP
5 12 (7.36%) Computer Science Degree
5 12 (7.36%) MCSE
5 12 (7.36%) Microsoft Certification
5 12 (7.36%) SC Cleared
6 11 (6.75%) CCNA
6 11 (6.75%) CompTIA Security+
6 11 (6.75%) GIAC
6 11 (6.75%) Linux+ Certification
6 11 (6.75%) Network+ Certification
6 11 (6.75%) SANS
6 11 (6.75%) SSCP
7 3 (1.84%) PhD
8 2 (1.23%) ISTQB
8 2 (1.23%) Master's Degree
9 1 (0.61%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 14 (8.59%) QA
2 2 (1.23%) GCP
System Software
1 50 (30.67%) Docker
2 11 (6.75%) vSphere
3 3 (1.84%) HDFS
4 2 (1.23%) Hyper-V
5 1 (0.61%) Apache ZooKeeper
Systems Management
1 16 (9.82%) Puppet
2 15 (9.20%) Opscode Chef
3 11 (6.75%) Kubernetes
3 11 (6.75%) Salt
4 6 (3.68%) Ansible
5 4 (2.45%) Cobbler
6 2 (1.23%) Hadoop YARN
7 1 (0.61%) Ambari
7 1 (0.61%) Oozie
7 1 (0.61%) QRadar
7 1 (0.61%) Red Hat Spacewalk
Vendors
1 29 (17.79%) Microsoft
2 17 (10.43%) Tableau
3 14 (8.59%) Atlassian
4 10 (6.13%) Google
5 9 (5.52%) Oracle
6 8 (4.91%) Hortonworks
7 7 (4.29%) Informatica
8 6 (3.68%) Cloudera
9 5 (3.07%) SAP
9 5 (3.07%) Teradata
10 3 (1.84%) Cisco
10 3 (1.84%) Dell
10 3 (1.84%) MapR
10 3 (1.84%) Netezza
10 3 (1.84%) Xamarin
11 2 (1.23%) Red Hat
12 1 (0.61%) ArcSight
12 1 (0.61%) Capita
12 1 (0.61%) hybris
12 1 (0.61%) MicroStrategy