Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 260 243 270
Rank change year-on-year -17 +27 +89
Permanent jobs citing Hadoop 39 88 92
As % of all permanent IT jobs advertised in Yorkshire 0.41% 0.82% 0.74%
As % of the Database & Business Intelligence category 1.48% 2.73% 2.17%
Number of salaries quoted 38 86 69
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -26.92%
10th Percentile £39,925 £36,875 £38,500
90th Percentile £61,625 £62,500 £75,000
England median annual salary £65,000 £62,500 £65,000
% change year-on-year +4.00% -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 2,639 3,224 4,242
As % of all permanent IT jobs advertised in Yorkshire 27.53% 30.00% 33.96%
Number of salaries quoted 2,295 2,803 3,463
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £26,300
90th Percentile £58,750 £57,500 £58,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 16 January 2018.

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 16 January 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
West Yorkshire -36 34 £50,000 - 14
South Yorkshire +9 4 £46,250 -11.90%
North Yorkshire +17 1 - - 1
Hadoop
England

For the 6 months to 16 January 2018, 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 21 (53.85%) SQL
2 20 (51.28%) Java
3 15 (38.46%) Tomcat
3 15 (38.46%) Agile Software Development
3 15 (38.46%) Git (software)
4 14 (35.90%) MongoDB
4 14 (35.90%) NoSQL
4 14 (35.90%) Docker
4 14 (35.90%) Apache Spark
5 13 (33.33%) Couchbase
5 13 (33.33%) Test Automation
5 13 (33.33%) JBoss
5 13 (33.33%) Python
5 13 (33.33%) WebLogic
6 12 (30.77%) TDD
6 12 (30.77%) Software Engineering
6 12 (30.77%) Puppet
7 11 (28.21%) Opscode Chef
8 10 (25.64%) DevOps
8 10 (25.64%) Hibernate
8 10 (25.64%) Scrum
9 9 (23.08%) Oracle
9 9 (23.08%) RUP
9 9 (23.08%) DSDM
9 9 (23.08%) Continuous Integration
9 9 (23.08%) Jetty
9 9 (23.08%) Kanban
9 9 (23.08%) Kafka
9 9 (23.08%) Analytics
9 9 (23.08%) Redis

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 15 (38.46%) Tomcat
2 14 (35.90%) Apache Spark
3 13 (33.33%) JBoss
3 13 (33.33%) WebLogic
4 9 (23.08%) Jetty
5 5 (12.82%) Tornado
6 3 (7.69%) SharePoint
7 2 (5.13%) Apache Pig
7 2 (5.13%) SAS
8 1 (2.56%) Apache Solr
8 1 (2.56%) Elasticsearch
Applications
1 2 (5.13%) Microsoft Project
Business Applications
1 2 (5.13%) Dynamics CRM
Cloud Services
1 6 (15.38%) Amazon AWS
2 4 (10.26%) Microsoft Azure
3 2 (5.13%) Google Cloud Platform
4 1 (2.56%) AWS CloudFormation
4 1 (2.56%) Cortana Intelligence Suite
Communications & Networking
1 5 (12.82%) AMQP
Database & Business Intelligence
1 14 (35.90%) MongoDB
1 14 (35.90%) NoSQL
2 13 (33.33%) Couchbase
3 9 (23.08%) Redis
3 9 (23.08%) Riak
4 8 (20.51%) Big Data
5 7 (17.95%) Apache Cassandra
5 7 (17.95%) SQL Server
6 5 (12.82%) Data Warehouse
6 5 (12.82%) SQL Server Analysis Services
6 5 (12.82%) SQL Server Reporting Services
7 3 (7.69%) Apache Hive
7 3 (7.69%) Power BI
7 3 (7.69%) SQL Server Integration Services
8 2 (5.13%) Data Mining
8 2 (5.13%) Oracle BI EE
8 2 (5.13%) QlikView
8 2 (5.13%) Relational Database
8 2 (5.13%) SAS EBI
8 2 (5.13%) SQL Server 2012
Development Applications
1 15 (38.46%) Git (software)
2 8 (20.51%) Maven
2 8 (20.51%) Mercurial
3 7 (17.95%) Jenkins
4 6 (15.38%) Cucumber
4 6 (15.38%) Selenium
5 5 (12.82%) FitNesse
5 5 (12.82%) JBehave
5 5 (12.82%) Subversion
5 5 (12.82%) Vagrant
6 2 (5.13%) Gatling
6 2 (5.13%) JMeter
6 2 (5.13%) LoadRunner
6 2 (5.13%) Octopus Deploy
7 1 (2.56%) Eclipse
7 1 (2.56%) Gradle
7 1 (2.56%) IntelliJ
7 1 (2.56%) JUnit
General
1 1 (2.56%) Electronics
1 1 (2.56%) Finance
Job Titles
1 16 (41.03%) Developer
2 12 (30.77%) Java Developer
3 5 (12.82%) Data Scientist
3 5 (12.82%) Senior Developer
4 4 (10.26%) Java Engineer
4 4 (10.26%) Java Software Developer
4 4 (10.26%) Senior Java Developer
4 4 (10.26%) Software Developer
5 3 (7.69%) Analyst
6 2 (5.13%) C# Developer
6 2 (5.13%) Data Analyst
6 2 (5.13%) Data Warehouse Developer
6 2 (5.13%) Delivery Manager
6 2 (5.13%) Java Software Engineer
6 2 (5.13%) Lead Software Engineer
6 2 (5.13%) Senior Java Engineer
6 2 (5.13%) Senior Java Software Engineer
6 2 (5.13%) Senior Software Engineer
6 2 (5.13%) Software Engineer
6 2 (5.13%) Tester
Libraries, Frameworks & Software Standards
1 10 (25.64%) Hibernate
2 9 (23.08%) Kafka
3 8 (20.51%) Node.js
3 8 (20.51%) Spring
3 8 (20.51%) Spring Boot
4 7 (17.95%) AngularJS
5 6 (15.38%) JMS
6 5 (12.82%) ActiveMQ
6 5 (12.82%) Apache Camel
6 5 (12.82%) Flask
6 5 (12.82%) Gherkin
6 5 (12.82%) RabbitMQ
6 5 (12.82%) Web Services
7 3 (7.69%) JSON
7 3 (7.69%) SOAP
7 3 (7.69%) XML
8 2 (5.13%) ASP.NET MVC
8 2 (5.13%) Entity Framework
8 2 (5.13%) JRuby
8 2 (5.13%) RESTful
Miscellaneous
1 4 (10.26%) Greenfield Project
1 4 (10.26%) Social Media
2 2 (5.13%) Data Structures
2 2 (5.13%) Enterprise Software
3 1 (2.56%) Algorithms
3 1 (2.56%) Analytical Skills
3 1 (2.56%) User Experience
Operating Systems
1 4 (10.26%) Linux
2 2 (5.13%) Android
2 2 (5.13%) Apple iOS
2 2 (5.13%) Ubuntu
3 1 (2.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 15 (38.46%) Agile Software Development
2 13 (33.33%) Test Automation
3 12 (30.77%) Software Engineering
3 12 (30.77%) TDD
4 10 (25.64%) DevOps
4 10 (25.64%) Scrum
5 9 (23.08%) Analytics
5 9 (23.08%) Continuous Integration
5 9 (23.08%) DSDM
5 9 (23.08%) Kanban
5 9 (23.08%) RUP
6 8 (20.51%) BDD
6 8 (20.51%) Machine Learning
7 7 (17.95%) ETL
8 6 (15.38%) Integration Testing
8 6 (15.38%) Mathematics
9 5 (12.82%) OO
10 4 (10.26%) MVC
10 4 (10.26%) Performance Testing
10 4 (10.26%) Statistics
Programming Languages
1 21 (53.85%) SQL
2 20 (51.28%) Java
3 13 (33.33%) Python
4 8 (20.51%) JavaScript
5 6 (15.38%) Bash Shell
5 6 (15.38%) Ruby
6 5 (12.82%) Scala
7 2 (5.13%) C#
7 2 (5.13%) PHP
7 2 (5.13%) R
Qualifications
1 4 (10.26%) PhD
2 2 (5.13%) Microsoft Certification
3 1 (2.56%) Degree
3 1 (2.56%) SC Cleared
3 1 (2.56%) Security Cleared
Quality Assurance & Compliance
1 3 (7.69%) QA
2 2 (5.13%) SLA
System Software
1 14 (35.90%) Docker
Systems Management
1 12 (30.77%) Puppet
2 11 (28.21%) Opscode Chef
3 8 (20.51%) Ansible
4 2 (5.13%) Rancher
5 1 (2.56%) Kubernetes
Vendors
1 9 (23.08%) Oracle
2 5 (12.82%) Microsoft
3 4 (10.26%) Facebook
3 4 (10.26%) Twitter
4 2 (5.13%) Google
4 2 (5.13%) Rackspace
4 2 (5.13%) Tableau
4 2 (5.13%) Talend
5 1 (2.56%) Red Hat