Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Yorkshire > West Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 210 196 212
Rank change year-on-year -14 +16 +80
Permanent jobs citing Hadoop 50 85 96
As % of all permanent IT jobs advertised in West Yorkshire 0.75% 1.12% 1.04%
As % of the Database & Business Intelligence category 2.63% 3.67% 3.05%
Number of salaries quoted 49 86 74
West Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -20.83%
10th Percentile £40,000 £36,250 £37,500
90th Percentile £70,250 £62,500 £75,500
Yorkshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -20.83%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1904 2316 3150
As % of all permanent IT jobs advertised in West Yorkshire 28.39% 30.44% 34.06%
Number of salaries quoted 1683 2061 2561
West Yorkshire median annual salary £44,471 £40,000 £40,000
Median salary % change year-on-year +11.18% - +3.90%
10th Percentile £28,550 £27,500 £27,500
90th Percentile £60,000 £57,500 £59,750
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Hadoop
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Hadoop in West Yorkshire

Hadoop
Salary Trend in West Yorkshire

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

Salary trend for Hadoop in West Yorkshire

Hadoop
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Hadoop in West Yorkshire over the 6 months to 19 November 2017.

Salary histogram for Hadoop in West Yorkshire

Hadoop
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the West Yorkshire region over the 6 months to 19 November 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
Leeds -12 47 £50,000 - 7
Bradford +3 3 £42,500 -19.05% 1
Hadoop
Yorkshire

For the 6 months to 19 November 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 West Yorkshire region with a requirement for Hadoop.

1 32 (64.00%) SQL
2 29 (58.00%) Java
2 29 (58.00%) Agile Software Development
3 21 (42.00%) MongoDB
4 20 (40.00%) Git (software)
5 19 (38.00%) Test Automation
5 19 (38.00%) Kafka
5 19 (38.00%) Tomcat
6 18 (36.00%) JBoss
6 18 (36.00%) WebLogic
6 18 (36.00%) Scrum
6 18 (36.00%) NoSQL
6 18 (36.00%) Docker
7 17 (34.00%) Apache Spark
7 17 (34.00%) Couchbase
7 17 (34.00%) Python
8 15 (30.00%) Big Data
8 15 (30.00%) DevOps
9 14 (28.00%) Ansible
9 14 (28.00%) Opscode Chef
9 14 (28.00%) Puppet
9 14 (28.00%) Oracle
10 13 (26.00%) DSDM
10 13 (26.00%) RUP
10 13 (26.00%) ETL
10 13 (26.00%) TDD
10 13 (26.00%) Software Engineering
10 13 (26.00%) Jetty
10 13 (26.00%) Kanban
10 13 (26.00%) Redis

Hadoop
Co-occurring IT Skills in West 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 19 (38.00%) Tomcat
2 18 (36.00%) JBoss
2 18 (36.00%) WebLogic
3 17 (34.00%) Apache Spark
4 13 (26.00%) Jetty
5 8 (16.00%) Tornado
6 4 (8.00%) SAS
6 4 (8.00%) SharePoint
7 3 (6.00%) Apache Pig
7 3 (6.00%) Elasticsearch
8 1 (2.00%) Apache
8 1 (2.00%) WebSphere
Applications
1 3 (6.00%) Microsoft Project
2 1 (2.00%) SPSS
Business Applications
1 2 (4.00%) Dynamics CRM
Cloud Services
1 12 (24.00%) Microsoft Azure
2 11 (22.00%) Amazon AWS
3 5 (10.00%) Google Cloud Platform
4 2 (4.00%) Cortana Intelligence Suite
5 1 (2.00%) Bluemix
5 1 (2.00%) GitHub
5 1 (2.00%) IBM Cloud
Communications & Networking
1 8 (16.00%) AMQP
Database & Business Intelligence
1 21 (42.00%) MongoDB
2 18 (36.00%) NoSQL
3 17 (34.00%) Couchbase
4 15 (30.00%) Big Data
5 13 (26.00%) Redis
5 13 (26.00%) Riak
6 11 (22.00%) SQL Server
7 10 (20.00%) Data Warehouse
8 9 (18.00%) Apache Cassandra
9 8 (16.00%) SQL Server Analysis Services
9 8 (16.00%) SQL Server Reporting Services
10 6 (12.00%) Apache Hive
11 5 (10.00%) Power BI
11 5 (10.00%) SQL Server Integration Services
12 4 (8.00%) QlikView
13 3 (6.00%) Data Mining
13 3 (6.00%) Oracle BI EE
13 3 (6.00%) Relational Database
13 3 (6.00%) SAS EBI
14 2 (4.00%) Data Lake
Development Applications
1 20 (40.00%) Git (software)
2 12 (24.00%) Jenkins
3 10 (20.00%) Maven
4 9 (18.00%) Cucumber
4 9 (18.00%) Selenium
4 9 (18.00%) Vagrant
5 8 (16.00%) FitNesse
5 8 (16.00%) JBehave
5 8 (16.00%) Mercurial
6 5 (10.00%) Gatling
6 5 (10.00%) JMeter
6 5 (10.00%) LoadRunner
7 4 (8.00%) Subversion
7 4 (8.00%) Talend Open Studio
8 1 (2.00%) Eclipse
8 1 (2.00%) gulp
8 1 (2.00%) JIRA
8 1 (2.00%) Octopus Deploy
8 1 (2.00%) webpack
General
1 3 (6.00%) Finance
Job Titles
1 16 (32.00%) Developer
2 12 (24.00%) Java Developer
3 7 (14.00%) Java Engineer
4 6 (12.00%) Automation Tester
4 6 (12.00%) Tester
5 5 (10.00%) Senior Developer
6 4 (8.00%) Analyst
6 4 (8.00%) Data Analyst
6 4 (8.00%) Data Engineer
6 4 (8.00%) Java Software Developer
6 4 (8.00%) Senior Java Developer
6 4 (8.00%) Software Developer
7 3 (6.00%) DevOps Engineer
8 2 (4.00%) Head of Technology
8 2 (4.00%) Java Software Engineer
8 2 (4.00%) Lead Software Engineer
8 2 (4.00%) Microsoft BI Consultant
8 2 (4.00%) Senior Java Engineer
8 2 (4.00%) Senior Java Software Engineer
8 2 (4.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 19 (38.00%) Kafka
2 12 (24.00%) Hibernate
3 10 (20.00%) Spring
3 10 (20.00%) Spring Boot
4 9 (18.00%) Node.js
5 8 (16.00%) ActiveMQ
5 8 (16.00%) AngularJS
5 8 (16.00%) Apache Camel
5 8 (16.00%) Flask
5 8 (16.00%) Gherkin
5 8 (16.00%) JMS
5 8 (16.00%) RabbitMQ
5 8 (16.00%) Web Services
6 6 (12.00%) JRuby
7 2 (4.00%) JSON
7 2 (4.00%) REST
7 2 (4.00%) SOAP
7 2 (4.00%) XML
8 1 (2.00%) Entity Framework
8 1 (2.00%) Sass
Miscellaneous
1 2 (4.00%) Data Structures
2 1 (2.00%) Algorithms
2 1 (2.00%) Analytical Skills
2 1 (2.00%) Enterprise Software
Operating Systems
1 5 (10.00%) Linux
2 3 (6.00%) Red Hat Enterprise Linux
3 2 (4.00%) Android
3 2 (4.00%) Apple iOS
4 1 (2.00%) Unix
Processes & Methodologies
1 29 (58.00%) Agile Software Development
2 19 (38.00%) Test Automation
3 18 (36.00%) Scrum
4 15 (30.00%) DevOps
5 13 (26.00%) DSDM
5 13 (26.00%) ETL
5 13 (26.00%) Kanban
5 13 (26.00%) RUP
5 13 (26.00%) Software Engineering
5 13 (26.00%) TDD
6 10 (20.00%) Analytics
6 10 (20.00%) Continuous Integration
7 9 (18.00%) BDD
7 9 (18.00%) Business Intelligence
8 8 (16.00%) Integration Testing
8 8 (16.00%) Visualisation
9 7 (14.00%) Coaching
9 7 (14.00%) Machine Learning
9 7 (14.00%) Performance Testing
9 7 (14.00%) SDLC
Programming Languages
1 32 (64.00%) SQL
2 29 (58.00%) Java
3 17 (34.00%) Python
4 11 (22.00%) Bash Shell
4 11 (22.00%) Scala
5 8 (16.00%) Ruby
6 5 (10.00%) R
7 4 (8.00%) JavaScript
8 1 (2.00%) C#
8 1 (2.00%) ES6
8 1 (2.00%) MATLAB
8 1 (2.00%) Shell Script
8 1 (2.00%) T-SQL
Qualifications
1 4 (8.00%) SC Cleared
1 4 (8.00%) Security Cleared
2 2 (4.00%) Microsoft Certification
3 1 (2.00%) Degree
Quality Assurance & Compliance
1 3 (6.00%) QA
2 2 (4.00%) SLA
3 1 (2.00%) Data Quality
System Software
1 18 (36.00%) Docker
2 1 (2.00%) Apache Flume
Systems Management
1 14 (28.00%) Ansible
1 14 (28.00%) Opscode Chef
1 14 (28.00%) Puppet
2 3 (6.00%) Kubernetes
3 1 (2.00%) Mesos
Vendors
1 14 (28.00%) Oracle
2 6 (12.00%) Microsoft
3 5 (10.00%) Google
3 5 (10.00%) Rackspace
4 4 (8.00%) Tableau
4 4 (8.00%) Talend
5 3 (6.00%) Red Hat
6 1 (2.00%) Black Duck
6 1 (2.00%) IBM
6 1 (2.00%) Informatica
6 1 (2.00%) MuleSoft
6 1 (2.00%) SAP
6 1 (2.00%) Splunk
6 1 (2.00%) TIBCO
6 1 (2.00%) Veracode
6 1 (2.00%) WSO2