Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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
East Midlands > Nottinghamshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 126 142 132
Rank change year-on-year +16 -10 +13
Permanent jobs citing Hadoop 13 13 21
As % of all permanent IT jobs advertised in Nottinghamshire 0.65% 0.57% 0.86%
As % of the Database & Business Intelligence category 2.03% 1.81% 2.48%
Number of salaries quoted 12 13 21
Nottinghamshire median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - -
10th Percentile £45,325 £39,000 £33,750
90th Percentile £60,000 £62,500 £75,000
East Midlands median annual salary £42,500 £52,500 £67,500
% change year-on-year -19.05% -22.22% +12.50%

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 Nottinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Nottinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 641 719 847
As % of all permanent IT jobs advertised in Nottinghamshire 32.29% 31.59% 34.54%
Number of salaries quoted 585 594 631
Nottinghamshire median annual salary £40,000 £42,500 £37,500
Median salary % change year-on-year -5.88% +13.33% -
10th Percentile £26,250 £30,250 £25,000
90th Percentile £65,000 £78,000 £61,250
East Midlands median annual salary £40,000 £40,000 £40,000

Hadoop
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Hadoop in Nottinghamshire

Hadoop
Salary Trend in Nottinghamshire

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

Salary trend for Hadoop in Nottinghamshire

Hadoop
Salary Histogram in Nottinghamshire

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

Salary histogram for Hadoop in Nottinghamshire

Hadoop
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Nottinghamshire region over the 6 months to 19 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
Nottingham +5 12 £55,000 +4.76% 8
Hadoop
East Midlands

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 Nottinghamshire region with a requirement for Hadoop.

1 12 (92.31%) Agile Software Development
2 11 (84.62%) Big Data
3 10 (76.92%) Apache Spark
3 10 (76.92%) Java
4 9 (69.23%) Scrum
4 9 (69.23%) Multithreading
5 8 (61.54%) Scala
5 8 (61.54%) Integration Testing
5 8 (61.54%) HBase
6 7 (53.85%) MapReduce
6 7 (53.85%) Multithreaded Programming
6 7 (53.85%) Analytical Skills
6 7 (53.85%) Finance
6 7 (53.85%) Performance Testing
6 7 (53.85%) Unit Testing
6 7 (53.85%) Linux
7 6 (46.15%) Shell Script
8 5 (38.46%) Hadoop YARN
9 4 (30.77%) MongoDB
10 3 (23.08%) Redis
10 3 (23.08%) NoSQL
10 3 (23.08%) Opscode Chef
10 3 (23.08%) AngularJS
10 3 (23.08%) Tomcat
10 3 (23.08%) Python
10 3 (23.08%) Jetty
10 3 (23.08%) Microsoft Azure
11 2 (15.38%) Amazon AWS
11 2 (15.38%) Kanban
11 2 (15.38%) Continuous Integration

Hadoop
Co-occurring IT Skills in Nottinghamshire 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 10 (76.92%) Apache Spark
2 3 (23.08%) Jetty
2 3 (23.08%) Tomcat
3 2 (15.38%) JBoss
3 2 (15.38%) WebLogic
3 2 (15.38%) WebSphere
4 1 (7.69%) Apache Solr
4 1 (7.69%) Elasticsearch
4 1 (7.69%) OpenStack
4 1 (7.69%) WebSphere Application Server
Cloud Services
1 3 (23.08%) Microsoft Azure
2 2 (15.38%) Amazon AWS
Communications & Networking
1 1 (7.69%) AMQP
Database & Business Intelligence
1 11 (84.62%) Big Data
2 8 (61.54%) HBase
3 4 (30.77%) MongoDB
4 3 (23.08%) NoSQL
4 3 (23.08%) Redis
5 2 (15.38%) Apache Cassandra
5 2 (15.38%) Couchbase
5 2 (15.38%) Riak
5 2 (15.38%) SQL Server
6 1 (7.69%) MySQL
6 1 (7.69%) PostgreSQL
6 1 (7.69%) QlikView
6 1 (7.69%) Spotfire
Development Applications
1 1 (7.69%) Cucumber
1 1 (7.69%) FitNesse
1 1 (7.69%) Jenkins
1 1 (7.69%) Octopus Deploy
1 1 (7.69%) Selenium
1 1 (7.69%) Vagrant
General
1 7 (53.85%) Finance
Job Titles
1 11 (84.62%) Developer
2 9 (69.23%) Java Developer
3 7 (53.85%) Big Data Developer
4 5 (38.46%) Hadoop Developer
4 5 (38.46%) Java Hadoop Developer
5 1 (7.69%) .NET Developer
5 1 (7.69%) .NET Programmer
5 1 (7.69%) Agile Developer
5 1 (7.69%) Business Intelligence Developer
5 1 (7.69%) C# .NET Developer
5 1 (7.69%) C# Developer
5 1 (7.69%) DevOps Engineer
5 1 (7.69%) Java Scala Developer
5 1 (7.69%) Java Software Engineer
5 1 (7.69%) JavaScript Engineer
5 1 (7.69%) Lead Developer
5 1 (7.69%) Lead Java Developer
5 1 (7.69%) Programmer
5 1 (7.69%) Software Engineer
5 1 (7.69%) Spotfire Developer
Libraries, Frameworks & Software Standards
1 3 (23.08%) AngularJS
2 2 (15.38%) .NET
2 2 (15.38%) Kafka
2 2 (15.38%) React
3 1 (7.69%) .NET Framework
3 1 (7.69%) ASP.NET
3 1 (7.69%) ASP.NET MVC
3 1 (7.69%) ASP.NET MVC 5
3 1 (7.69%) Elastic Stack
3 1 (7.69%) Hibernate
3 1 (7.69%) HTML
3 1 (7.69%) HTML5
3 1 (7.69%) JMS
3 1 (7.69%) JPA
3 1 (7.69%) Lucene
3 1 (7.69%) Node.js
3 1 (7.69%) RabbitMQ
3 1 (7.69%) Spring
3 1 (7.69%) TIBCO EMS
3 1 (7.69%) WebSphere MQ
Miscellaneous
1 7 (53.85%) Analytical Skills
2 1 (7.69%) Data Centre
2 1 (7.69%) Enterprise Software
2 1 (7.69%) Greenfield Project
Operating Systems
1 7 (53.85%) Linux
2 1 (7.69%) Windows
2 1 (7.69%) Windows Server
2 1 (7.69%) Windows Server 2012
Processes & Methodologies
1 12 (92.31%) Agile Software Development
2 9 (69.23%) Multithreading
2 9 (69.23%) Scrum
3 8 (61.54%) Integration Testing
4 7 (53.85%) MapReduce
4 7 (53.85%) Multithreaded Programming
4 7 (53.85%) Performance Testing
4 7 (53.85%) Unit Testing
5 2 (15.38%) Continuous Integration
5 2 (15.38%) DSDM
5 2 (15.38%) Kanban
5 2 (15.38%) RUP
5 2 (15.38%) TDD
5 2 (15.38%) Web Development
6 1 (7.69%) Analytics
6 1 (7.69%) Coaching
6 1 (7.69%) Concurrent Programming
6 1 (7.69%) Continuous Delivery
6 1 (7.69%) DevOps
6 1 (7.69%) Mentoring
Programming Languages
1 10 (76.92%) Java
2 8 (61.54%) Scala
3 6 (46.15%) Shell Script
4 3 (23.08%) Python
5 2 (15.38%) Bash Shell
5 2 (15.38%) C#
5 2 (15.38%) JavaScript
6 1 (7.69%) C
6 1 (7.69%) Go
6 1 (7.69%) Perl
6 1 (7.69%) PHP
6 1 (7.69%) PowerShell
6 1 (7.69%) R
6 1 (7.69%) Ruby
6 1 (7.69%) SQL
System Software
1 2 (15.38%) Docker
2 1 (7.69%) Virtual Machines
Systems Management
1 5 (38.46%) Hadoop YARN
2 3 (23.08%) Opscode Chef
3 2 (15.38%) Ansible
3 2 (15.38%) Puppet
4 1 (7.69%) Cobbler
4 1 (7.69%) Kibana
4 1 (7.69%) Kubernetes
4 1 (7.69%) logstash
4 1 (7.69%) Salt
4 1 (7.69%) Terraform
Vendors
1 2 (15.38%) Oracle
2 1 (7.69%) IBM
2 1 (7.69%) Microsoft
2 1 (7.69%) Tableau
2 1 (7.69%) TIBCO