Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 January 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 186 171 191
Rank change year-on-year -15 +20 +64
Permanent jobs citing Hadoop 31 63 79
As % of all permanent IT jobs advertised in Leeds 0.65% 1.18% 1.16%
As % of the Database & Business Intelligence category 2.44% 3.75% 3.31%
Number of salaries quoted 31 66 57
Leeds median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -20.83%
10th Percentile £40,000 £36,875 £39,400
90th Percentile £58,750 £57,500 £75,000
West Yorkshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -23.39%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1,271 1,680 2,390
As % of all permanent IT jobs advertised in Leeds 26.71% 31.59% 35.07%
Number of salaries quoted 1,112 1,528 1,888
Leeds median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% +6.25%
10th Percentile £30,000 £28,175 £27,500
90th Percentile £60,000 £57,500 £62,000
West Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Hadoop
Job Vacancy Trend in Leeds

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

Job vacancy trend for Hadoop in Leeds

Hadoop
Salary Trend in Leeds

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

Salary trend for Hadoop in Leeds

Hadoop
Salary Histogram in Leeds

The salary distribution of IT jobs citing Hadoop in Leeds over the 6 months to 19 January 2018.

Salary histogram for Hadoop in Leeds

For the 6 months to 19 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 Leeds region with a requirement for Hadoop.

1 19 (61.29%) SQL
2 17 (54.84%) Java
3 14 (45.16%) Tomcat
4 13 (41.94%) Software Engineering
5 12 (38.71%) Agile Software Development
5 12 (38.71%) JBoss
5 12 (38.71%) WebLogic
5 12 (38.71%) Git (software)
5 12 (38.71%) MongoDB
5 12 (38.71%) NoSQL
5 12 (38.71%) Couchbase
6 11 (35.48%) Opscode Chef
6 11 (35.48%) Apache Spark
6 11 (35.48%) Puppet
6 11 (35.48%) TDD
7 10 (32.26%) Test Automation
8 9 (29.03%) Python
8 9 (29.03%) Docker
9 8 (25.81%) Kafka
9 8 (25.81%) Analytics
9 8 (25.81%) Redis
9 8 (25.81%) Riak
9 8 (25.81%) RUP
9 8 (25.81%) DSDM
9 8 (25.81%) Hibernate
9 8 (25.81%) Scrum
9 8 (25.81%) Mercurial
9 8 (25.81%) Kanban
9 8 (25.81%) Continuous Integration
9 8 (25.81%) Jetty

Hadoop
Co-occurring IT Skills in Leeds 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 14 (45.16%) Tomcat
2 12 (38.71%) JBoss
2 12 (38.71%) WebLogic
3 11 (35.48%) Apache Spark
4 8 (25.81%) Jetty
5 4 (12.90%) Tornado
6 3 (9.68%) SharePoint
7 2 (6.45%) Apache Pig
Business Applications
1 2 (6.45%) Dynamics CRM
Cloud Services
1 2 (6.45%) Amazon AWS
1 2 (6.45%) Microsoft Azure
2 1 (3.23%) Cortana Intelligence Suite
2 1 (3.23%) Google Cloud Platform
Communications & Networking
1 4 (12.90%) AMQP
Database & Business Intelligence
1 12 (38.71%) Couchbase
1 12 (38.71%) MongoDB
1 12 (38.71%) NoSQL
2 8 (25.81%) Redis
2 8 (25.81%) Riak
3 6 (19.35%) SQL Server
4 5 (16.13%) Apache Cassandra
4 5 (16.13%) Big Data
5 3 (9.68%) Apache Hive
5 3 (9.68%) Data Warehouse
5 3 (9.68%) SQL Server Analysis Services
5 3 (9.68%) SQL Server Integration Services
5 3 (9.68%) SQL Server Reporting Services
6 2 (6.45%) Data Mining
6 2 (6.45%) Relational Database
6 2 (6.45%) SQL Server 2012
7 1 (3.23%) Amazon Redshift
7 1 (3.23%) Data Lake
7 1 (3.23%) Power BI
7 1 (3.23%) Presto
Development Applications
1 12 (38.71%) Git (software)
2 8 (25.81%) Mercurial
3 6 (19.35%) Maven
4 4 (12.90%) Cucumber
4 4 (12.90%) FitNesse
4 4 (12.90%) JBehave
4 4 (12.90%) Jenkins
4 4 (12.90%) Selenium
4 4 (12.90%) Subversion
4 4 (12.90%) Vagrant
5 3 (9.68%) Octopus Deploy
6 1 (3.23%) Gatling
6 1 (3.23%) JMeter
6 1 (3.23%) LoadRunner
Job Titles
1 16 (51.61%) Developer
2 11 (35.48%) Java Developer
3 5 (16.13%) Data Scientist
4 4 (12.90%) Java Software Developer
4 4 (12.90%) Senior Developer
4 4 (12.90%) Software Developer
5 3 (9.68%) C# Developer
5 3 (9.68%) Java Engineer
5 3 (9.68%) Senior Java Developer
6 2 (6.45%) Automation Tester
6 2 (6.45%) Data Analyst
6 2 (6.45%) Data Engineer
6 2 (6.45%) Data Warehouse Developer
6 2 (6.45%) Java Software Engineer
6 2 (6.45%) Lead Software Engineer
6 2 (6.45%) Senior Java Engineer
6 2 (6.45%) Senior Java Software Engineer
6 2 (6.45%) Senior Software Engineer
6 2 (6.45%) Software Engineer
6 2 (6.45%) Tester
Libraries, Frameworks & Software Standards
1 8 (25.81%) Hibernate
1 8 (25.81%) Kafka
2 6 (19.35%) Spring
2 6 (19.35%) Spring Boot
3 4 (12.90%) ActiveMQ
3 4 (12.90%) AngularJS
3 4 (12.90%) Apache Camel
3 4 (12.90%) Flask
3 4 (12.90%) Gherkin
3 4 (12.90%) JMS
3 4 (12.90%) Node.js
3 4 (12.90%) RabbitMQ
4 3 (9.68%) .NET
4 3 (9.68%) .NET Framework
4 3 (9.68%) ASP.NET
4 3 (9.68%) ASP.NET MVC
4 3 (9.68%) Entity Framework
4 3 (9.68%) Web Services
5 2 (6.45%) JRuby
5 2 (6.45%) JSON
Miscellaneous
1 4 (12.90%) Greenfield Project
1 4 (12.90%) Social Media
2 3 (9.68%) Enterprise Software
3 2 (6.45%) Data Structures
4 1 (3.23%) Algorithms
4 1 (3.23%) Analytical Skills
Operating Systems
1 2 (6.45%) Android
1 2 (6.45%) Apple iOS
Processes & Methodologies
1 13 (41.94%) Software Engineering
2 12 (38.71%) Agile Software Development
3 11 (35.48%) TDD
4 10 (32.26%) Test Automation
5 8 (25.81%) Analytics
5 8 (25.81%) Continuous Integration
5 8 (25.81%) DSDM
5 8 (25.81%) Kanban
5 8 (25.81%) RUP
5 8 (25.81%) Scrum
6 7 (22.58%) BDD
6 7 (22.58%) Machine Learning
7 6 (19.35%) DevOps
8 5 (16.13%) ETL
8 5 (16.13%) Mathematics
8 5 (16.13%) MVC
9 4 (12.90%) Integration Testing
9 4 (12.90%) OO
9 4 (12.90%) Statistics
10 3 (9.68%) Informatics
Programming Languages
1 19 (61.29%) SQL
2 17 (54.84%) Java
3 9 (29.03%) Python
4 5 (16.13%) Scala
5 4 (12.90%) Bash Shell
5 4 (12.90%) JavaScript
5 4 (12.90%) Ruby
6 3 (9.68%) C#
7 2 (6.45%) R
Qualifications
1 4 (12.90%) PhD
2 2 (6.45%) Microsoft Certification
3 1 (3.23%) SC Cleared
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 2 (6.45%) QA
1 2 (6.45%) SLA
System Software
1 9 (29.03%) Docker
Systems Management
1 11 (35.48%) Opscode Chef
1 11 (35.48%) Puppet
2 7 (22.58%) Ansible
Vendors
1 6 (19.35%) Microsoft
1 6 (19.35%) Oracle
2 4 (12.90%) Facebook
2 4 (12.90%) Twitter
3 1 (3.23%) Google
3 1 (3.23%) Rackspace