Period
to 22 September 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 September 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
22 Sep 2017
Same period 2016 Same period 2015
Rank 253 207 275
Rank change year-on-year -46 +68 +58
Permanent jobs citing Hadoop 70 137 101
As % of all permanent IT jobs advertised in Yorkshire 0.70% 1.21% 0.74%
As % of the Database & Business Intelligence category 2.23% 4.04% 2.24%
Number of salaries quoted 54 111 85
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +11.76%
10th Percentile £38,750 £35,000 £33,500
90th Percentile £70,000 £62,500 £83,000
England median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% +8.33%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 3142 3395 4517
As % of all permanent IT jobs advertised in Yorkshire 31.22% 29.90% 33.30%
Number of salaries quoted 2686 2839 3858
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £26,375 £26,250
90th Percentile £60,000 £57,500 £58,750
England median annual salary £49,000 £47,500 £45,000
% change year-on-year +3.16% +5.56% -

Hadoop
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Hadoop in Yorkshire

Hadoop
Salary Trend in Yorkshire

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

Salary trend for Hadoop in Yorkshire

Hadoop
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Hadoop in Yorkshire over the 6 months to 22 September 2017.

Salary histogram for Hadoop in Yorkshire

Hadoop
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Yorkshire region over the 6 months to 22 September 2017. 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
West Yorkshire -50 52 £50,000 - 5
South Yorkshire +14 15 £55,000 +18.92% 2
North Yorkshire +2 3 £37,500 -16.67%
Hadoop
England

For the 6 months to 22 September 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Hadoop.

1 45 (64.29%) Java
1 45 (64.29%) SQL
2 43 (61.43%) Agile Software Development
3 33 (47.14%) Big Data
4 32 (45.71%) NoSQL
5 31 (44.29%) Apache Spark
6 28 (40.00%) Apache Cassandra
7 26 (37.14%) MongoDB
8 25 (35.71%) Git (software)
8 25 (35.71%) Test Automation
9 24 (34.29%) Scrum
9 24 (34.29%) Python
10 23 (32.86%) Node.js
11 22 (31.43%) Amazon AWS
12 21 (30.00%) Kafka
12 21 (30.00%) Couchbase
13 20 (28.57%) Web Services
14 19 (27.14%) Hibernate
14 19 (27.14%) Spring
14 19 (27.14%) RUP
14 19 (27.14%) DSDM
14 19 (27.14%) Jenkins
14 19 (27.14%) Redis
14 19 (27.14%) Riak
14 19 (27.14%) Microsoft Azure
14 19 (27.14%) Kanban
15 18 (25.71%) BDD
15 18 (25.71%) TDD
15 18 (25.71%) Spring Boot
16 17 (24.29%) Docker

Hadoop
Co-occurring IT Skills in Yorkshire 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 31 (44.29%) Apache Spark
2 14 (20.00%) Tomcat
3 13 (18.57%) JBoss
3 13 (18.57%) WebLogic
4 12 (17.14%) Elasticsearch
5 10 (14.29%) Jetty
6 9 (12.86%) Apache Solr
7 8 (11.43%) Tornado
8 4 (5.71%) SharePoint
9 3 (4.29%) Apache
9 3 (4.29%) Apache Pig
9 3 (4.29%) SAS
10 1 (1.43%) IBM Notes
10 1 (1.43%) WebSphere
Applications
1 1 (1.43%) Microsoft Excel
1 1 (1.43%) Microsoft PowerPoint
1 1 (1.43%) Microsoft Project
1 1 (1.43%) MS Visio
1 1 (1.43%) SPSS
Business Applications
1 2 (2.86%) Dynamics CRM
Cloud Services
1 22 (31.43%) Amazon AWS
2 19 (27.14%) Microsoft Azure
3 8 (11.43%) Google Cloud Platform
4 2 (2.86%) Cortana Intelligence Suite
5 1 (1.43%) Bluemix
5 1 (1.43%) GitHub
5 1 (1.43%) IBM Cloud
Communications & Networking
1 8 (11.43%) AMQP
2 1 (1.43%) Internet
Database & Business Intelligence
1 33 (47.14%) Big Data
2 32 (45.71%) NoSQL
3 28 (40.00%) Apache Cassandra
4 26 (37.14%) MongoDB
5 21 (30.00%) Couchbase
6 19 (27.14%) Redis
6 19 (27.14%) Riak
7 14 (20.00%) SQL Server
8 11 (15.71%) Data Warehouse
9 8 (11.43%) SQL Server Analysis Services
9 8 (11.43%) SQL Server Integration Services
9 8 (11.43%) SQL Server Reporting Services
10 7 (10.00%) Apache Hive
10 7 (10.00%) MySQL
11 4 (5.71%) HBase
12 3 (4.29%) Data Mining
12 3 (4.29%) Power BI
12 3 (4.29%) Relational Database
12 3 (4.29%) SQL Server 2014
12 3 (4.29%) SQL Server 2016
Development Applications
1 25 (35.71%) Git (software)
2 19 (27.14%) Jenkins
3 16 (22.86%) Maven
4 11 (15.71%) Vagrant
5 9 (12.86%) Cucumber
5 9 (12.86%) JUnit
5 9 (12.86%) Selenium
5 9 (12.86%) Subversion
6 8 (11.43%) Eclipse
6 8 (11.43%) FitNesse
6 8 (11.43%) Gatling
6 8 (11.43%) JBehave
6 8 (11.43%) JMeter
6 8 (11.43%) LoadRunner
7 7 (10.00%) Gradle
7 7 (10.00%) IntelliJ
8 3 (4.29%) Octopus Deploy
9 2 (2.86%) Mercurial
9 2 (2.86%) Talend Open Studio
9 2 (2.86%) Team Foundation Server
General
1 13 (18.57%) Finance
2 7 (10.00%) Electronics
3 1 (1.43%) Banking
3 1 (1.43%) Private Banking
3 1 (1.43%) Retail
3 1 (1.43%) Retail Banking
Job Titles
1 29 (41.43%) Developer
2 20 (28.57%) Java Developer
3 12 (17.14%) Senior Developer
4 11 (15.71%) Senior Java Developer
5 7 (10.00%) Java Engineer
6 6 (8.57%) Analyst
6 6 (8.57%) Automation Tester
6 6 (8.57%) Tester
7 5 (7.14%) Data Analyst
8 4 (5.71%) Data Engineer
8 4 (5.71%) DevOps Engineer
9 3 (4.29%) Agile Developer
9 3 (4.29%) Agile Java Developer
9 3 (4.29%) Business Intelligence Developer
9 3 (4.29%) Data Scientist
9 3 (4.29%) ETL Developer
9 3 (4.29%) JavaScript Developer
9 3 (4.29%) SSIS Developer
10 2 (2.86%) Business Consultant
10 2 (2.86%) Head of Technology
Libraries, Frameworks & Software Standards
1 23 (32.86%) Node.js
2 21 (30.00%) Kafka
3 20 (28.57%) Web Services
4 19 (27.14%) Hibernate
4 19 (27.14%) Spring
5 18 (25.71%) Spring Boot
6 17 (24.29%) AngularJS
7 15 (21.43%) JMS
8 10 (14.29%) Elastic Stack
8 10 (14.29%) SOAP
8 10 (14.29%) XML
9 9 (12.86%) HTML
9 9 (12.86%) JPA
9 9 (12.86%) Lucene
9 9 (12.86%) RabbitMQ
9 9 (12.86%) RESTful
10 8 (11.43%) ActiveMQ
10 8 (11.43%) Apache Camel
10 8 (11.43%) HTML5
10 8 (11.43%) JSON
Miscellaneous
1 7 (10.00%) Greenfield Project
1 7 (10.00%) User Experience
2 3 (4.29%) Algorithms
3 2 (2.86%) Data Structures
4 1 (1.43%) Analytical Skills
4 1 (1.43%) Enterprise Software
4 1 (1.43%) Industrial Internet of Things
4 1 (1.43%) Internet of Things
4 1 (1.43%) Management Information System
4 1 (1.43%) SCADA
Operating Systems
1 17 (24.29%) Linux
2 3 (4.29%) Red Hat Enterprise Linux
3 2 (2.86%) Android
3 2 (2.86%) Apple iOS
3 2 (2.86%) Unix
4 1 (1.43%) Ubuntu
4 1 (1.43%) Windows
Processes & Methodologies
1 43 (61.43%) Agile Software Development
2 25 (35.71%) Test Automation
3 24 (34.29%) Scrum
4 19 (27.14%) DSDM
4 19 (27.14%) Kanban
4 19 (27.14%) RUP
5 18 (25.71%) BDD
5 18 (25.71%) TDD
6 17 (24.29%) DevOps
7 15 (21.43%) ETL
7 15 (21.43%) Integration Testing
8 13 (18.57%) Analytics
8 13 (18.57%) Continuous Integration
9 11 (15.71%) Business Intelligence
9 11 (15.71%) Machine Learning
10 10 (14.29%) Data Modelling
10 10 (14.29%) Performance Testing
11 9 (12.86%) Microservices
11 9 (12.86%) OO
11 9 (12.86%) OOD
Programming Languages
1 45 (64.29%) Java
1 45 (64.29%) SQL
2 24 (34.29%) Python
3 17 (24.29%) JavaScript
4 12 (17.14%) Scala
5 11 (15.71%) Bash Shell
6 8 (11.43%) Ruby
7 7 (10.00%) R
8 3 (4.29%) C#
8 3 (4.29%) PHP
8 3 (4.29%) T-SQL
9 2 (2.86%) MATLAB
10 1 (1.43%) C++
10 1 (1.43%) ES6
10 1 (1.43%) Shell Script
Qualifications
1 17 (24.29%) Degree
2 4 (5.71%) SC Cleared
2 4 (5.71%) Security Cleared
3 2 (2.86%) Microsoft Certification
3 2 (2.86%) PhD
Quality Assurance & Compliance
1 6 (8.57%) QA
2 2 (2.86%) SLA
3 1 (1.43%) Actionable Recommendations
3 1 (1.43%) Data Quality
System Software
1 17 (24.29%) Docker
2 2 (2.86%) Apache Flume
3 1 (1.43%) HDFS
Systems Management
1 16 (22.86%) Ansible
2 14 (20.00%) Opscode Chef
2 14 (20.00%) Puppet
3 9 (12.86%) Kibana
3 9 (12.86%) logstash
4 3 (4.29%) Kubernetes
5 2 (2.86%) Capistrano
5 2 (2.86%) Nagios
5 2 (2.86%) ZABBIX
6 1 (1.43%) Mesos
6 1 (1.43%) Rancher
Vendors
1 12 (17.14%) Oracle
2 8 (11.43%) Google
2 8 (11.43%) Microsoft
2 8 (11.43%) Rackspace
3 7 (10.00%) Apple
4 3 (4.29%) Red Hat
4 3 (4.29%) Splunk
4 3 (4.29%) Tableau
5 2 (2.86%) New Relic
5 2 (2.86%) SaltStack
5 2 (2.86%) Talend
6 1 (1.43%) Black Duck
6 1 (1.43%) IBM
6 1 (1.43%) Informatica
6 1 (1.43%) Lotus
6 1 (1.43%) MuleSoft
6 1 (1.43%) SAP
6 1 (1.43%) TIBCO
6 1 (1.43%) Veracode
6 1 (1.43%) WSO2