Period
to 19 November 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 255 240 258
Rank change year-on-year -15 +18 +91
Permanent jobs citing Hadoop 59 99 106
As % of all permanent IT jobs advertised in Yorkshire 0.61% 0.89% 0.80%
As % of the Database & Business Intelligence category 2.06% 3.01% 2.39%
Number of salaries quoted 55 100 84
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -20.83%
10th Percentile £40,000 £35,875 £35,300
90th Percentile £70,750 £62,500 £75,500
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 2860 3287 4439
As % of all permanent IT jobs advertised in Yorkshire 29.48% 29.64% 33.66%
Number of salaries quoted 2477 2859 3692
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £27,140 £26,250
90th Percentile £60,000 £57,500 £58,975
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 19 November 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 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
West Yorkshire -14 50 £50,000 - 8
South Yorkshire +26 9 £50,000 -4.76% 1
Hadoop
England

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 Yorkshire region with a requirement for Hadoop.

1 36 (61.02%) SQL
2 34 (57.63%) Java
3 32 (54.24%) Agile Software Development
4 24 (40.68%) Git (software)
5 23 (38.98%) Test Automation
6 22 (37.29%) NoSQL
7 21 (35.59%) MongoDB
8 20 (33.90%) Docker
8 20 (33.90%) Python
9 19 (32.20%) Tomcat
9 19 (32.20%) Apache Spark
9 19 (32.20%) Kafka
10 18 (30.51%) Big Data
10 18 (30.51%) JBoss
10 18 (30.51%) WebLogic
10 18 (30.51%) Scrum
11 17 (28.81%) TDD
11 17 (28.81%) Couchbase
11 17 (28.81%) DevOps
12 16 (27.12%) Hibernate
13 15 (25.42%) Jenkins
13 15 (25.42%) Node.js
14 14 (23.73%) Puppet
14 14 (23.73%) Amazon AWS
14 14 (23.73%) Continuous Integration
14 14 (23.73%) Ansible
14 14 (23.73%) Opscode Chef
14 14 (23.73%) Spring
14 14 (23.73%) Oracle
14 14 (23.73%) ETL

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 19 (32.20%) Apache Spark
1 19 (32.20%) Tomcat
2 18 (30.51%) JBoss
2 18 (30.51%) WebLogic
3 13 (22.03%) Jetty
4 8 (13.56%) Tornado
5 5 (8.47%) SAS
6 4 (6.78%) SharePoint
7 3 (5.08%) Apache Pig
7 3 (5.08%) Elasticsearch
8 1 (1.69%) Apache
8 1 (1.69%) IBM Notes
8 1 (1.69%) WebSphere
Applications
1 3 (5.08%) Microsoft Project
2 1 (1.69%) Microsoft Excel
2 1 (1.69%) Microsoft PowerPoint
2 1 (1.69%) MS Visio
2 1 (1.69%) SPSS
Business Applications
1 2 (3.39%) Dynamics CRM
Cloud Services
1 14 (23.73%) Amazon AWS
2 12 (20.34%) Microsoft Azure
3 5 (8.47%) Google Cloud Platform
4 2 (3.39%) Cortana Intelligence Suite
5 1 (1.69%) Bluemix
5 1 (1.69%) GitHub
5 1 (1.69%) IBM Cloud
Communications & Networking
1 8 (13.56%) AMQP
Database & Business Intelligence
1 22 (37.29%) NoSQL
2 21 (35.59%) MongoDB
3 18 (30.51%) Big Data
4 17 (28.81%) Couchbase
5 13 (22.03%) Apache Cassandra
5 13 (22.03%) Redis
5 13 (22.03%) Riak
6 11 (18.64%) Data Warehouse
6 11 (18.64%) SQL Server
7 8 (13.56%) SQL Server Analysis Services
7 8 (13.56%) SQL Server Reporting Services
8 6 (10.17%) Apache Hive
9 5 (8.47%) Power BI
9 5 (8.47%) SQL Server Integration Services
10 4 (6.78%) Data Mining
10 4 (6.78%) QlikView
11 3 (5.08%) Oracle BI EE
11 3 (5.08%) Relational Database
11 3 (5.08%) SAS EBI
11 3 (5.08%) Spotfire
Development Applications
1 24 (40.68%) Git (software)
2 15 (25.42%) Jenkins
3 13 (22.03%) Maven
4 9 (15.25%) Cucumber
4 9 (15.25%) Selenium
4 9 (15.25%) Vagrant
5 8 (13.56%) FitNesse
5 8 (13.56%) JBehave
5 8 (13.56%) Mercurial
6 7 (11.86%) Subversion
7 5 (8.47%) Gatling
7 5 (8.47%) JMeter
7 5 (8.47%) LoadRunner
8 4 (6.78%) Eclipse
8 4 (6.78%) JUnit
8 4 (6.78%) Talend Open Studio
9 3 (5.08%) Gradle
9 3 (5.08%) IntelliJ
10 1 (1.69%) JIRA
10 1 (1.69%) Octopus Deploy
General
1 7 (11.86%) Finance
2 3 (5.08%) Electronics
3 1 (1.69%) Banking
3 1 (1.69%) Private Banking
3 1 (1.69%) Retail Banking
Job Titles
1 19 (32.20%) Developer
2 15 (25.42%) Java Developer
3 8 (13.56%) Senior Developer
4 7 (11.86%) Java Engineer
4 7 (11.86%) Senior Java Developer
5 6 (10.17%) Automation Tester
5 6 (10.17%) Tester
6 5 (8.47%) Analyst
6 5 (8.47%) Data Analyst
7 4 (6.78%) Data Engineer
7 4 (6.78%) DevOps Engineer
7 4 (6.78%) Java Software Developer
7 4 (6.78%) Software Developer
8 2 (3.39%) Business Intelligence Manager
8 2 (3.39%) Data Scientist
8 2 (3.39%) Head of Technology
8 2 (3.39%) Lead Software Engineer
8 2 (3.39%) Microsoft BI Consultant
8 2 (3.39%) Microsoft Consultant
8 2 (3.39%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 19 (32.20%) Kafka
2 16 (27.12%) Hibernate
3 15 (25.42%) Node.js
4 14 (23.73%) Spring
4 14 (23.73%) Spring Boot
5 12 (20.34%) AngularJS
5 12 (20.34%) Web Services
6 11 (18.64%) JMS
7 8 (13.56%) ActiveMQ
7 8 (13.56%) Apache Camel
7 8 (13.56%) Flask
7 8 (13.56%) Gherkin
7 8 (13.56%) RabbitMQ
8 6 (10.17%) JRuby
8 6 (10.17%) SOAP
9 5 (8.47%) JSON
9 5 (8.47%) XML
10 4 (6.78%) JPA
10 4 (6.78%) RESTful
11 3 (5.08%) HTML5
Miscellaneous
1 3 (5.08%) User Experience
2 2 (3.39%) Algorithms
2 2 (3.39%) Analytical Skills
2 2 (3.39%) Data Structures
3 1 (1.69%) Enterprise Software
3 1 (1.69%) Management Information System
Operating Systems
1 11 (18.64%) Linux
2 3 (5.08%) Red Hat Enterprise Linux
3 2 (3.39%) Android
3 2 (3.39%) Apple iOS
3 2 (3.39%) Ubuntu
4 1 (1.69%) Unix
Processes & Methodologies
1 32 (54.24%) Agile Software Development
2 23 (38.98%) Test Automation
3 18 (30.51%) Scrum
4 17 (28.81%) DevOps
4 17 (28.81%) TDD
5 14 (23.73%) Continuous Integration
5 14 (23.73%) ETL
6 13 (22.03%) BDD
6 13 (22.03%) DSDM
6 13 (22.03%) Kanban
6 13 (22.03%) RUP
6 13 (22.03%) Software Engineering
7 12 (20.34%) Analytics
8 11 (18.64%) Integration Testing
9 9 (15.25%) Business Intelligence
9 9 (15.25%) Visualisation
10 8 (13.56%) Machine Learning
10 8 (13.56%) OO
11 7 (11.86%) Data Modelling
11 7 (11.86%) Performance Testing
Programming Languages
1 36 (61.02%) SQL
2 34 (57.63%) Java
3 20 (33.90%) Python
4 12 (20.34%) Scala
5 11 (18.64%) Bash Shell
6 10 (16.95%) JavaScript
7 8 (13.56%) Ruby
8 6 (10.17%) R
9 2 (3.39%) PHP
10 1 (1.69%) C#
10 1 (1.69%) ES6
10 1 (1.69%) MATLAB
10 1 (1.69%) Shell Script
10 1 (1.69%) T-SQL
Qualifications
1 4 (6.78%) Degree
1 4 (6.78%) SC Cleared
1 4 (6.78%) Security Cleared
2 2 (3.39%) Microsoft Certification
3 1 (1.69%) PhD
Quality Assurance & Compliance
1 3 (5.08%) QA
2 2 (3.39%) SLA
3 1 (1.69%) Actionable Recommendations
3 1 (1.69%) Data Quality
System Software
1 20 (33.90%) Docker
2 1 (1.69%) Apache Flume
Systems Management
1 14 (23.73%) Ansible
1 14 (23.73%) Opscode Chef
1 14 (23.73%) Puppet
2 3 (5.08%) Kubernetes
3 2 (3.39%) Rancher
4 1 (1.69%) Mesos
Vendors
1 14 (23.73%) Oracle
2 6 (10.17%) Microsoft
3 5 (8.47%) Google
3 5 (8.47%) Rackspace
3 5 (8.47%) Tableau
4 4 (6.78%) Talend
5 3 (5.08%) Red Hat
6 1 (1.69%) Black Duck
6 1 (1.69%) IBM
6 1 (1.69%) Informatica
6 1 (1.69%) Lotus
6 1 (1.69%) MuleSoft
6 1 (1.69%) SAP
6 1 (1.69%) Splunk
6 1 (1.69%) TIBCO
6 1 (1.69%) Veracode
6 1 (1.69%) WSO2