Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Nottinghamshire > Nottingham
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 131 124 134
Rank change year-on-year -7 +10 0
Permanent jobs citing Hadoop 7 17 13
As % of all permanent IT jobs advertised in Nottingham 0.38% 0.83% 0.56%
As % of the Database & Business Intelligence category 1.17% 2.60% 1.77%
Number of salaries quoted 6 17 13
Nottingham median annual salary £52,000 £52,500 £70,000
Median salary % change year-on-year -0.95% -25.00% +33.33%
10th Percentile £38,750 £39,500 £36,750
90th Percentile £58,125 £65,000 £90,500
Nottinghamshire median annual salary £51,500 £52,500 £70,000
% change year-on-year -1.90% -25.00% +40.00%

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 Nottingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottingham
Permanent vacancies with a requirement for database or business intelligence skills 597 655 735
As % of all permanent IT jobs advertised in Nottingham 32.27% 32.16% 31.76%
Number of salaries quoted 533 550 537
Nottingham median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% +6.67%
10th Percentile £27,500 £30,250 £25,400
90th Percentile £65,000 £78,750 £60,750
Nottinghamshire median annual salary £42,500 £44,000 £37,500
% change year-on-year -3.41% +17.33% -

Hadoop
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Hadoop in Nottingham

Hadoop
Salary Trend in Nottingham

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

Salary trend for Hadoop in Nottingham

Hadoop
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Hadoop in Nottingham over the 6 months to 18 November 2017.

Salary histogram for Hadoop in Nottingham

For the 6 months to 18 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 Nottingham region with a requirement for Hadoop.

1 6 (85.71%) Big Data
2 5 (71.43%) Apache Spark
2 5 (71.43%) Scrum
2 5 (71.43%) Agile Software Development
3 4 (57.14%) Multithreading
3 4 (57.14%) Python
3 4 (57.14%) Java
3 4 (57.14%) MongoDB
4 3 (42.86%) NoSQL
4 3 (42.86%) Redis
4 3 (42.86%) Riak
4 3 (42.86%) Couchbase
4 3 (42.86%) Puppet
4 3 (42.86%) Opscode Chef
4 3 (42.86%) Ansible
4 3 (42.86%) Analytical Skills
4 3 (42.86%) WebLogic
4 3 (42.86%) JBoss
4 3 (42.86%) RUP
4 3 (42.86%) Tomcat
4 3 (42.86%) DSDM
4 3 (42.86%) Oracle
4 3 (42.86%) Kanban
4 3 (42.86%) Jetty
4 3 (42.86%) WebSphere
4 3 (42.86%) Integration Testing
4 3 (42.86%) TDD
5 2 (28.57%) Lucene
5 2 (28.57%) Web Development
5 2 (28.57%) Continuous Integration

Hadoop
Co-occurring IT Skills in Nottingham 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 5 (71.43%) Apache Spark
2 3 (42.86%) JBoss
2 3 (42.86%) Jetty
2 3 (42.86%) Tomcat
2 3 (42.86%) WebLogic
2 3 (42.86%) WebSphere
3 2 (28.57%) Apache Solr
3 2 (28.57%) Elasticsearch
3 2 (28.57%) OpenStack
3 2 (28.57%) WebSphere Application Server
Applications
1 1 (14.29%) Microsoft Excel
1 1 (14.29%) Microsoft PowerPoint
Cloud Services
1 2 (28.57%) Amazon AWS
1 2 (28.57%) Microsoft Azure
Communications & Networking
1 1 (14.29%) AMQP
Database & Business Intelligence
1 6 (85.71%) Big Data
2 4 (57.14%) MongoDB
3 3 (42.86%) Couchbase
3 3 (42.86%) NoSQL
3 3 (42.86%) Redis
3 3 (42.86%) Riak
4 2 (28.57%) Apache Cassandra
4 2 (28.57%) HBase
4 2 (28.57%) MySQL
4 2 (28.57%) PostgreSQL
4 2 (28.57%) SQL Server
5 1 (14.29%) QlikView
5 1 (14.29%) Spotfire
Development Applications
1 1 (14.29%) Cucumber
1 1 (14.29%) FitNesse
1 1 (14.29%) Selenium
1 1 (14.29%) Vagrant
General
1 2 (28.57%) Finance
Job Titles
1 5 (71.43%) Developer
2 3 (42.86%) Java Developer
3 1 (14.29%) .NET Developer
3 1 (14.29%) Agile Developer
3 1 (14.29%) Agile Java Developer
3 1 (14.29%) Big Data Developer
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Data Scientist
3 1 (14.29%) Java Engineer
3 1 (14.29%) Java Scala Developer
3 1 (14.29%) Java Software Engineer
3 1 (14.29%) JavaScript Engineer
3 1 (14.29%) Lead Developer
3 1 (14.29%) Lead Java Developer
3 1 (14.29%) Research Scientist
3 1 (14.29%) Scala Developer
3 1 (14.29%) Software Engineer
3 1 (14.29%) Spotfire Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) AngularJS
1 2 (28.57%) Elastic Stack
1 2 (28.57%) Lucene
1 2 (28.57%) React
2 1 (14.29%) .NET
2 1 (14.29%) Hibernate
2 1 (14.29%) HTML
2 1 (14.29%) HTML5
2 1 (14.29%) JMS
2 1 (14.29%) JPA
2 1 (14.29%) Kafka
2 1 (14.29%) RabbitMQ
2 1 (14.29%) Spring
2 1 (14.29%) TIBCO EMS
2 1 (14.29%) WebSphere MQ
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Enterprise Software
3 1 (14.29%) Algorithms
3 1 (14.29%) Computer Science
3 1 (14.29%) Data Structures
Operating Systems
1 2 (28.57%) Linux
Processes & Methodologies
1 5 (71.43%) Agile Software Development
1 5 (71.43%) Scrum
2 4 (57.14%) Multithreading
3 3 (42.86%) DSDM
3 3 (42.86%) Integration Testing
3 3 (42.86%) Kanban
3 3 (42.86%) RUP
3 3 (42.86%) TDD
4 2 (28.57%) Analytics
4 2 (28.57%) Coaching
4 2 (28.57%) Concurrent Programming
4 2 (28.57%) Continuous Integration
4 2 (28.57%) MapReduce
4 2 (28.57%) Mentoring
4 2 (28.57%) Multithreaded Programming
4 2 (28.57%) OO
4 2 (28.57%) Performance Testing
4 2 (28.57%) UML
4 2 (28.57%) Unit Testing
4 2 (28.57%) Web Development
Programming Languages
1 4 (57.14%) Java
1 4 (57.14%) Python
2 2 (28.57%) Bash Shell
2 2 (28.57%) C#
2 2 (28.57%) JavaScript
2 2 (28.57%) R
2 2 (28.57%) Scala
2 2 (28.57%) SQL
3 1 (14.29%) C++
3 1 (14.29%) Go
3 1 (14.29%) Perl
3 1 (14.29%) PHP
3 1 (14.29%) Ruby
3 1 (14.29%) Shell Script
Qualifications
1 1 (14.29%) Computer Science Degree
1 1 (14.29%) Degree
1 1 (14.29%) Master's Degree
1 1 (14.29%) PhD
System Software
1 1 (14.29%) Docker
Systems Management
1 3 (42.86%) Ansible
1 3 (42.86%) Opscode Chef
1 3 (42.86%) Puppet
2 2 (28.57%) Kibana
2 2 (28.57%) logstash
2 2 (28.57%) Salt
3 1 (14.29%) Cobbler
Vendors
1 3 (42.86%) Oracle
2 2 (28.57%) Tableau
3 1 (14.29%) IBM
3 1 (14.29%) Microsoft
3 1 (14.29%) TIBCO