Period
to 17 January 2018

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

Apache Hadoop
Nottinghamshire > Nottingham
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 126 132 123
Rank change year-on-year +6 -9 +8
Permanent jobs citing Hadoop 11 12 18
As % of all permanent IT jobs advertised in Nottingham 0.62% 0.59% 0.86%
As % of the Database & Business Intelligence category 1.98% 1.85% 2.49%
Number of salaries quoted 10 12 18
Nottingham median annual salary £55,000 £52,500 £61,250
Median salary % change year-on-year +4.76% -14.29% -
10th Percentile £47,425 £40,063 £33,750
90th Percentile £61,500 £62,500 £78,750
Nottinghamshire median annual salary £55,000 £52,500 £53,750
% change year-on-year +4.76% -2.33% -

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 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 555 650 724
As % of all permanent IT jobs advertised in Nottingham 31.14% 31.97% 34.54%
Number of salaries quoted 504 535 535
Nottingham median annual salary £42,500 £42,500 £38,500
Median salary % change year-on-year - +10.39% +2.67%
10th Percentile £27,500 £31,250 £25,875
90th Percentile £65,875 £80,000 £66,500
Nottinghamshire median annual salary £41,625 £42,500 £37,500
% change year-on-year -2.06% +13.33% -

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 17 January 2018.

Salary histogram for Hadoop in Nottingham

For the 6 months to 17 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 Nottingham region with a requirement for Hadoop.

1 10 (90.91%) Java
1 10 (90.91%) Agile Software Development
1 10 (90.91%) Big Data
2 9 (81.82%) Apache Spark
2 9 (81.82%) Scrum
2 9 (81.82%) Multithreading
3 8 (72.73%) Scala
3 8 (72.73%) Integration Testing
3 8 (72.73%) HBase
4 7 (63.64%) MapReduce
4 7 (63.64%) Performance Testing
4 7 (63.64%) Unit Testing
4 7 (63.64%) Finance
4 7 (63.64%) Linux
4 7 (63.64%) Analytical Skills
4 7 (63.64%) Multithreaded Programming
5 6 (54.55%) Shell Script
6 5 (45.45%) Hadoop YARN
7 3 (27.27%) Python
8 2 (18.18%) JBoss
8 2 (18.18%) RUP
8 2 (18.18%) Tomcat
8 2 (18.18%) DSDM
8 2 (18.18%) JavaScript
8 2 (18.18%) Oracle
8 2 (18.18%) WebLogic
8 2 (18.18%) TDD
8 2 (18.18%) WebSphere
8 2 (18.18%) Kanban
8 2 (18.18%) NoSQL

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 9 (81.82%) Apache Spark
2 2 (18.18%) JBoss
2 2 (18.18%) Jetty
2 2 (18.18%) Tomcat
2 2 (18.18%) WebLogic
2 2 (18.18%) WebSphere
3 1 (9.09%) Apache Solr
3 1 (9.09%) Elasticsearch
3 1 (9.09%) OpenStack
3 1 (9.09%) WebSphere Application Server
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Microsoft Azure
Communications & Networking
1 1 (9.09%) AMQP
Database & Business Intelligence
1 10 (90.91%) Big Data
2 8 (72.73%) HBase
3 2 (18.18%) Couchbase
3 2 (18.18%) MongoDB
3 2 (18.18%) NoSQL
3 2 (18.18%) Redis
3 2 (18.18%) Riak
4 1 (9.09%) Apache Cassandra
4 1 (9.09%) MySQL
4 1 (9.09%) PostgreSQL
4 1 (9.09%) QlikView
4 1 (9.09%) Spotfire
4 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) Cucumber
1 1 (9.09%) FitNesse
1 1 (9.09%) Selenium
1 1 (9.09%) Vagrant
General
1 7 (63.64%) Finance
Job Titles
1 10 (90.91%) Developer
2 9 (81.82%) Java Developer
3 7 (63.64%) Big Data Developer
4 5 (45.45%) Hadoop Developer
4 5 (45.45%) Java Hadoop Developer
5 1 (9.09%) Agile Developer
5 1 (9.09%) Agile Java Developer
5 1 (9.09%) Business Intelligence Developer
5 1 (9.09%) Java Engineer
5 1 (9.09%) Java Scala Developer
5 1 (9.09%) Java Software Engineer
5 1 (9.09%) JavaScript Engineer
5 1 (9.09%) Lead Developer
5 1 (9.09%) Lead Java Developer
5 1 (9.09%) Scala Developer
5 1 (9.09%) Software Engineer
5 1 (9.09%) Spotfire Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) AngularJS
1 1 (9.09%) Elastic Stack
1 1 (9.09%) Hibernate
1 1 (9.09%) HTML
1 1 (9.09%) HTML5
1 1 (9.09%) JMS
1 1 (9.09%) JPA
1 1 (9.09%) Kafka
1 1 (9.09%) Lucene
1 1 (9.09%) RabbitMQ
1 1 (9.09%) React
1 1 (9.09%) Spring
1 1 (9.09%) TIBCO EMS
1 1 (9.09%) WebSphere MQ
Miscellaneous
1 7 (63.64%) Analytical Skills
2 1 (9.09%) Enterprise Software
Operating Systems
1 7 (63.64%) Linux
Processes & Methodologies
1 10 (90.91%) Agile Software Development
2 9 (81.82%) Multithreading
2 9 (81.82%) Scrum
3 8 (72.73%) Integration Testing
4 7 (63.64%) MapReduce
4 7 (63.64%) Multithreaded Programming
4 7 (63.64%) Performance Testing
4 7 (63.64%) Unit Testing
5 2 (18.18%) DSDM
5 2 (18.18%) Kanban
5 2 (18.18%) RUP
5 2 (18.18%) TDD
6 1 (9.09%) BDD
6 1 (9.09%) Business Intelligence
6 1 (9.09%) Continuous Integration
6 1 (9.09%) OO
6 1 (9.09%) Software Engineering
6 1 (9.09%) Test Automation
6 1 (9.09%) UML
6 1 (9.09%) Web Development
Programming Languages
1 10 (90.91%) Java
2 8 (72.73%) Scala
3 6 (54.55%) Shell Script
4 3 (27.27%) Python
5 2 (18.18%) Bash Shell
5 2 (18.18%) JavaScript
6 1 (9.09%) Go
6 1 (9.09%) Perl
6 1 (9.09%) PHP
6 1 (9.09%) R
6 1 (9.09%) Ruby
6 1 (9.09%) SQL
System Software
1 1 (9.09%) Docker
Systems Management
1 5 (45.45%) Hadoop YARN
2 2 (18.18%) Ansible
2 2 (18.18%) Opscode Chef
2 2 (18.18%) Puppet
3 1 (9.09%) Cobbler
3 1 (9.09%) Kibana
3 1 (9.09%) logstash
3 1 (9.09%) Salt
Vendors
1 2 (18.18%) Oracle
2 1 (9.09%) IBM
2 1 (9.09%) Tableau
2 1 (9.09%) TIBCO