Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > South West
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 201 159 188
Rank change year-on-year -42 +29 +102
Permanent jobs citing Hadoop 156 196 174
As % of all permanent IT jobs advertised in the South West 1.45% 1.93% 1.56%
As % of the Database & Business Intelligence category 4.48% 6.24% 4.64%
Number of salaries quoted 122 147 114
South West median annual salary £50,000 £47,000 £47,500
Median salary % change year-on-year +6.38% -1.05% -
10th Percentile £35,250 £31,250 £31,750
90th Percentile £80,000 £70,000 £82,500
England median annual salary £67,500 £65,000 £63,000
% change year-on-year +3.85% +3.17% +0.80%

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 3,483 3,139 3,749
As % of all permanent IT jobs advertised in the South West 32.29% 30.85% 33.71%
Number of salaries quoted 2,960 2,721 3,166
South West median annual salary £42,500 £40,000 £39,500
Median salary % change year-on-year +6.25% +1.27% +5.33%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,500 £62,500 £60,000
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 25 May 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 25 May 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 +19 74 £50,000 -9.09% 9
Gloucestershire -9 37 £46,750 +3.89% 7
Somerset +5 30 £39,250 -1.88% 3
Wiltshire -5 14 £61,000 -0.41% 2
Hadoop
England

For the 6 months to 25 May 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 97 (62.18%) Java
2 93 (59.62%) Big Data
3 92 (58.97%) Agile Software Development
4 75 (48.08%) Python
5 73 (46.79%) SQL
6 65 (41.67%) Software Engineering
7 63 (40.38%) Apache Spark
8 60 (38.46%) C#
9 58 (37.18%) DevOps
10 56 (35.90%) Scrum
11 55 (35.26%) Amazon AWS
12 46 (29.49%) Docker
13 45 (28.85%) Microsoft Azure
14 44 (28.21%) Apache Hive
15 41 (26.28%) NoSQL
15 41 (26.28%) Analytics
16 38 (24.36%) Business Intelligence
17 37 (23.72%) Security Cleared
17 37 (23.72%) JIRA
17 37 (23.72%) Apache Pig
18 36 (23.08%) Scala
18 36 (23.08%) JavaScript
19 34 (21.79%) Test Automation
20 33 (21.15%) Microsoft
20 33 (21.15%) Elasticsearch
20 33 (21.15%) Data Analytics
20 33 (21.15%) Amazon Redshift
21 32 (20.51%) Amazon Kinesis
21 32 (20.51%) Power BI
21 32 (20.51%) HTML

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 63 (40.38%) Apache Spark
2 37 (23.72%) Apache Pig
3 33 (21.15%) Elasticsearch
4 20 (12.82%) JBoss
5 17 (10.90%) Tomcat
6 16 (10.26%) WebLogic
7 15 (9.62%) Jetty
8 7 (4.49%) Apache
8 7 (4.49%) SAS
9 2 (1.28%) Confluence
10 1 (0.64%) WebSphere
Applications
1 6 (3.85%) Chatbot
Cloud Services
1 55 (35.26%) Amazon AWS
2 45 (28.85%) Microsoft Azure
3 32 (20.51%) Amazon Kinesis
4 24 (15.38%) Amazon EMR
5 23 (14.74%) GitHub
6 12 (7.69%) Google Cloud Platform
7 11 (7.05%) Amazon S3
8 10 (6.41%) Azure Data Factory
8 10 (6.41%) Cloud Computing
9 9 (5.77%) Amazon EC2
10 2 (1.28%) IaaS
11 1 (0.64%) AWS Data Pipeline
Communications & Networking
1 19 (12.18%) Firewall
2 9 (5.77%) SMS
3 8 (5.13%) Kerberos
3 8 (5.13%) Network Security
4 7 (4.49%) HTTP
4 7 (4.49%) SSL
4 7 (4.49%) TCP/IP
5 3 (1.92%) Ethernet
5 3 (1.92%) Intrusion Detection
5 3 (1.92%) MPLS
5 3 (1.92%) VLAN
5 3 (1.92%) VPN
6 2 (1.28%) Internet
7 1 (0.64%) SSH
Database & Business Intelligence
1 93 (59.62%) Big Data
2 44 (28.21%) Apache Hive
3 41 (26.28%) NoSQL
4 33 (21.15%) Amazon Redshift
5 32 (20.51%) Power BI
6 30 (19.23%) MongoDB
7 24 (15.38%) BigQuery
7 24 (15.38%) Redis
8 23 (14.74%) Amazon Athena
9 22 (14.10%) Impala
10 21 (13.46%) Presto
10 21 (13.46%) Spotfire
11 19 (12.18%) SQL Server
12 16 (10.26%) Riak
13 15 (9.62%) Couchbase
14 13 (8.33%) MySQL
15 11 (7.05%) Apache Cassandra
15 11 (7.05%) SQL Server Analysis Services
15 11 (7.05%) SQL Server Integration Services
16 10 (6.41%) Data Lake
Development Applications
1 37 (23.72%) JIRA
2 24 (15.38%) Selenium
3 21 (13.46%) Jenkins
4 19 (12.18%) Git (software)
5 14 (8.97%) Atlassian Bamboo
6 13 (8.33%) JMeter
7 12 (7.69%) Cucumber
8 9 (5.77%) Octopus Deploy
8 9 (5.77%) TeamCity
9 8 (5.13%) SoapUI
10 7 (4.49%) Bitbucket
10 7 (4.49%) CodeSonar
10 7 (4.49%) git-flow
10 7 (4.49%) Robot Framework
11 5 (3.21%) SpecFlow
11 5 (3.21%) Visual Studio
11 5 (3.21%) WATIR
12 4 (2.56%) FitNesse
12 4 (2.56%) Vagrant
13 3 (1.92%) Team Foundation Server
General
1 15 (9.62%) Electronics
2 11 (7.05%) Law
3 8 (5.13%) Advertising
4 7 (4.49%) Finance
5 4 (2.56%) Banking
5 4 (2.56%) Financial Institution
5 4 (2.56%) Retail
6 2 (1.28%) Manufacturing
6 2 (1.28%) Marketing
6 2 (1.28%) Telecoms
Job Titles
1 27 (17.31%) AWS Engineer
1 27 (17.31%) Data Engineer
2 26 (16.67%) Software Engineer
3 25 (16.03%) Developer
4 24 (15.38%) Architect
4 24 (15.38%) Java Developer
5 23 (14.74%) Hadoop Engineer
6 21 (13.46%) Senior Data Engineer
6 21 (13.46%) Senior Hadoop Engineer
7 15 (9.62%) Java Engineer
8 13 (8.33%) Consultant
8 13 (8.33%) Data Architect
9 11 (7.05%) Java Software Engineer
10 10 (6.41%) Business Intelligence Consultant
10 10 (6.41%) C# Software Engineer
11 9 (5.77%) Administrator
11 9 (5.77%) Big Data Architect
11 9 (5.77%) Linux Administrator
11 9 (5.77%) Linux Systems Administrator
11 9 (5.77%) Systems Administrator
Libraries, Frameworks & Software Standards
1 32 (20.51%) HTML
2 28 (17.95%) HTML5
3 23 (14.74%) .NET
3 23 (14.74%) Hibernate
3 23 (14.74%) MLlib
3 23 (14.74%) Pandas
3 23 (14.74%) Spring
4 21 (13.46%) Kafka
5 18 (11.54%) Node.js
6 17 (10.90%) REST
7 15 (9.62%) JPA
8 11 (7.05%) Java EE
9 10 (6.41%) ASP.NET
10 9 (5.77%) .NET Core
10 9 (5.77%) Akka.NET
10 9 (5.77%) AngularJS
10 9 (5.77%) ASP.NET Web API
10 9 (5.77%) SOAP
11 8 (5.13%) CSS
11 8 (5.13%) React
Miscellaneous
1 23 (14.74%) Clustering
2 15 (9.62%) User Experience
3 8 (5.13%) Driving Licence
4 7 (4.49%) Algorithms
5 6 (3.85%) Analytical Skills
5 6 (3.85%) Self-Motivation
6 4 (2.56%) Internet of Things
7 2 (1.28%) Management Information System
7 2 (1.28%) Wiki
8 1 (0.64%) Computer Science
8 1 (0.64%) Linked Data
8 1 (0.64%) Linux Command Line
Operating Systems
1 31 (19.87%) Linux
2 12 (7.69%) Windows
3 7 (4.49%) Android
3 7 (4.49%) Apple iOS
3 7 (4.49%) Mac OS X
4 6 (3.85%) Unix
5 2 (1.28%) Oracle Linux
5 2 (1.28%) Ubuntu
6 1 (0.64%) CentOS
6 1 (0.64%) Debian
6 1 (0.64%) Fedora
6 1 (0.64%) Red Hat Enterprise Linux
Processes & Methodologies
1 92 (58.97%) Agile Software Development
2 65 (41.67%) Software Engineering
3 58 (37.18%) DevOps
4 56 (35.90%) Scrum
5 41 (26.28%) Analytics
6 38 (24.36%) Business Intelligence
7 34 (21.79%) Test Automation
8 33 (21.15%) Data Analytics
9 31 (19.87%) Artificial Intelligence
9 31 (19.87%) ETL
10 28 (17.95%) Continuous Integration
10 28 (17.95%) Visualisation
11 27 (17.31%) Deployment Automation
11 27 (17.31%) Kanban
11 27 (17.31%) MapReduce
11 27 (17.31%) Open Source
12 26 (16.67%) Data Visualisation
12 26 (16.67%) TDD
13 23 (14.74%) Coaching
13 23 (14.74%) Data Science
Programming Languages
1 97 (62.18%) Java
2 75 (48.08%) Python
3 73 (46.79%) SQL
4 60 (38.46%) C#
5 36 (23.08%) JavaScript
5 36 (23.08%) Scala
6 23 (14.74%) C
7 19 (12.18%) R
8 18 (11.54%) C++
8 18 (11.54%) Ruby
9 14 (8.97%) Bash Shell
10 10 (6.41%) Perl
11 7 (4.49%) Objective-C
12 6 (3.85%) PHP
12 6 (3.85%) PowerShell
13 2 (1.28%) Embedded C++
13 2 (1.28%) PL/SQL
14 1 (0.64%) T-SQL
Qualifications
1 37 (23.72%) Security Cleared
2 23 (14.74%) DV Cleared
3 16 (10.26%) SC Cleared
4 10 (6.41%) Degree
5 9 (5.77%) Cisco Certification
5 9 (5.77%) Microsoft Certification
6 7 (4.49%) CISSP
7 6 (3.85%) CCNA
7 6 (3.85%) CompTIA Security+
7 6 (3.85%) GIAC
7 6 (3.85%) Linux+ Certification
7 6 (3.85%) MCSE
7 6 (3.85%) Network+ Certification
7 6 (3.85%) SANS
7 6 (3.85%) SSCP
8 5 (3.21%) ISTQB
8 5 (3.21%) ISTQB Foundation Certification
9 1 (0.64%) CEH
9 1 (0.64%) Master's Degree
9 1 (0.64%) PhD
Quality Assurance & Compliance
1 14 (8.97%) QA
2 3 (1.92%) Data Quality
3 1 (0.64%) GCP
System Software
1 46 (29.49%) Docker
2 18 (11.54%) HDFS
3 7 (4.49%) vSphere
4 6 (3.85%) Hyper-V
5 2 (1.28%) Apache Flume
5 2 (1.28%) Apache ZooKeeper
Systems Management
1 19 (12.18%) Puppet
2 16 (10.26%) Opscode Chef
3 10 (6.41%) Ansible
4 7 (4.49%) Salt
5 4 (2.56%) Cobbler
5 4 (2.56%) Red Hat Spacewalk
6 3 (1.92%) Hadoop YARN
7 1 (0.64%) Ambari
7 1 (0.64%) QRadar
Vendors
1 33 (21.15%) Microsoft
2 28 (17.95%) Tableau
3 22 (14.10%) Atlassian
4 16 (10.26%) Google
5 11 (7.05%) Hortonworks
6 10 (6.41%) Oracle
7 7 (4.49%) Cloudera
7 7 (4.49%) Teradata
8 5 (3.21%) CA Agile Central
9 4 (2.56%) IBM
10 3 (1.92%) Capita
10 3 (1.92%) Cisco
10 3 (1.92%) Dataiku
10 3 (1.92%) Dell
10 3 (1.92%) MicroStrategy
10 3 (1.92%) Xamarin
11 2 (1.28%) Birst
11 2 (1.28%) Red Hat
11 2 (1.28%) SAP
11 2 (1.28%) VMware