Period
to 21 September 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 21 September 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East Midlands
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 200 228 234
Rank change year-on-year +28 +6 +22
Permanent jobs citing Hadoop 23 28 37
As % of all permanent IT jobs advertised in the East Midlands 0.45% 0.43% 0.49%
As % of the Database & Business Intelligence category 1.44% 1.36% 1.42%
Number of salaries quoted 21 23 38
East Midlands median annual salary £50,000 £42,500 £62,500
Median salary % change year-on-year +17.65% -32.00% +45.35%
10th Percentile £36,250 £37,500 £33,375
90th Percentile £60,000 £66,000 £81,250
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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1593 2052 2611
As % of all permanent IT jobs advertised in the East Midlands 30.88% 31.51% 34.69%
Number of salaries quoted 1363 1649 2195
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £22,850
90th Percentile £62,250 £57,500 £55,000
England median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Hadoop
Job Vacancy Trend in the East Midlands

Job postings citing Hadoop as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Hadoop in the East Midlands

Hadoop
Salary Trend in the East Midlands

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

Salary trend for Hadoop in the East Midlands

Hadoop
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Hadoop in the East Midlands over the 6 months to 21 September 2017.

Salary histogram for Hadoop in the East Midlands

Hadoop
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the East Midlands region over the 6 months to 21 September 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
Nottinghamshire +1 12 £52,500 +31.25% 1
Northamptonshire +1 4 £45,000 -
Derbyshire -2 2 £37,500 -42.31%
Leicestershire - 2 £45,750 -
Lincolnshire - 1 £60,000 -
Hadoop
England

For the 6 months to 21 September 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 East Midlands region with a requirement for Hadoop.

1 17 (73.91%) MongoDB
2 15 (65.22%) Agile Software Development
2 15 (65.22%) Big Data
3 13 (56.52%) Apache Spark
4 11 (47.83%) Redis
4 11 (47.83%) AngularJS
4 11 (47.83%) Scrum
4 11 (47.83%) Microsoft Azure
5 10 (43.48%) Amazon AWS
5 10 (43.48%) NoSQL
5 10 (43.48%) C#
5 10 (43.48%) React
6 9 (39.13%) Riak
6 9 (39.13%) MySQL
6 9 (39.13%) TDD
6 9 (39.13%) Apache Cassandra
7 8 (34.78%) Apache Solr
7 8 (34.78%) Jetty
7 8 (34.78%) Lucene
7 8 (34.78%) Oracle
7 8 (34.78%) .NET
7 8 (34.78%) OO
7 8 (34.78%) Tomcat
7 8 (34.78%) OpenStack
7 8 (34.78%) Mentoring
8 7 (30.43%) Couchbase
8 7 (30.43%) Enterprise Software
8 7 (30.43%) Elasticsearch
8 7 (30.43%) Opscode Chef
8 7 (30.43%) Ansible

Hadoop
Co-occurring IT Skills in the East Midlands 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 13 (56.52%) Apache Spark
2 8 (34.78%) Apache Solr
2 8 (34.78%) Jetty
2 8 (34.78%) OpenStack
2 8 (34.78%) Tomcat
3 7 (30.43%) Elasticsearch
3 7 (30.43%) JBoss
3 7 (30.43%) WebLogic
3 7 (30.43%) WebSphere
4 6 (26.09%) WebSphere Application Server
Applications
1 2 (8.70%) Microsoft Excel
1 2 (8.70%) Microsoft PowerPoint
2 1 (4.35%) Spreadsheet
Cloud Services
1 11 (47.83%) Microsoft Azure
2 10 (43.48%) Amazon AWS
Communications & Networking
1 1 (4.35%) AMQP
1 1 (4.35%) Internet
Database & Business Intelligence
1 17 (73.91%) MongoDB
2 15 (65.22%) Big Data
3 11 (47.83%) Redis
4 10 (43.48%) NoSQL
5 9 (39.13%) Apache Cassandra
5 9 (39.13%) MySQL
5 9 (39.13%) Riak
6 7 (30.43%) Couchbase
7 6 (26.09%) PostgreSQL
7 6 (26.09%) SQL Server
8 2 (8.70%) Apache Hive
8 2 (8.70%) SQL Server Integration Services
9 1 (4.35%) Data Lake
9 1 (4.35%) Data Warehouse
9 1 (4.35%) DataStage
9 1 (4.35%) Hazelcast
9 1 (4.35%) HBase
9 1 (4.35%) QlikView
9 1 (4.35%) Spotfire
Development Applications
1 1 (4.35%) Cucumber
1 1 (4.35%) FitNesse
1 1 (4.35%) JUnit
1 1 (4.35%) Selenium
1 1 (4.35%) Vagrant
General
1 4 (17.39%) Retail
2 2 (8.70%) Banking
3 1 (4.35%) Legal
3 1 (4.35%) Manufacturing
3 1 (4.35%) Marketing
Job Titles
1 17 (73.91%) Developer
2 8 (34.78%) .NET Developer
3 5 (21.74%) Senior .NET Developer
3 5 (21.74%) Senior Developer
4 4 (17.39%) C# .NET Developer
4 4 (17.39%) C# Developer
4 4 (17.39%) JavaScript Developer
4 4 (17.39%) Node.js Developer
5 2 (8.70%) Analyst
5 2 (8.70%) Big Data Analyst
5 2 (8.70%) Data Analyst
5 2 (8.70%) Data Scientist
5 2 (8.70%) Java Developer
5 2 (8.70%) Senior C# .NET Developer
5 2 (8.70%) Senior C# Developer
6 1 (4.35%) Architect
6 1 (4.35%) Data Architect
6 1 (4.35%) Java Software Engineer
6 1 (4.35%) Programmer
6 1 (4.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (47.83%) AngularJS
2 10 (43.48%) React
3 8 (34.78%) .NET
3 8 (34.78%) Lucene
4 6 (26.09%) Elastic Stack
5 5 (21.74%) Node.js
6 3 (13.04%) Ember.js
6 3 (13.04%) HTML
6 3 (13.04%) HTML5
6 3 (13.04%) Meteor
7 2 (8.70%) Hibernate
7 2 (8.70%) JPA
7 2 (8.70%) RabbitMQ
7 2 (8.70%) Spring
8 1 (4.35%) .NET Framework
8 1 (4.35%) Ajax
8 1 (4.35%) CSS
8 1 (4.35%) jQuery
8 1 (4.35%) TIBCO EMS
8 1 (4.35%) WebSphere MQ
Miscellaneous
1 7 (30.43%) Enterprise Software
2 4 (17.39%) Computer Science
3 2 (8.70%) Analytical Skills
3 2 (8.70%) Data Structures
3 2 (8.70%) Greenfield Project
4 1 (4.35%) Algorithms
4 1 (4.35%) Internet of Things
4 1 (4.35%) Social Media
4 1 (4.35%) User Experience
Operating Systems
1 2 (8.70%) Android
1 2 (8.70%) Apple iOS
Processes & Methodologies
1 15 (65.22%) Agile Software Development
2 11 (47.83%) Scrum
3 9 (39.13%) TDD
4 8 (34.78%) Mentoring
4 8 (34.78%) OO
5 7 (30.43%) DSDM
5 7 (30.43%) Kanban
5 7 (30.43%) Multithreading
5 7 (30.43%) RUP
5 7 (30.43%) Web Development
6 6 (26.09%) Coaching
6 6 (26.09%) Concurrent Programming
6 6 (26.09%) Continuous Integration
6 6 (26.09%) UML
7 5 (21.74%) Project Management
7 5 (21.74%) Technical Architecture
8 3 (13.04%) BDD
8 3 (13.04%) Mathematics
8 3 (13.04%) Statistics
8 3 (13.04%) Waterfall
Programming Languages
1 10 (43.48%) C#
2 7 (30.43%) Java
2 7 (30.43%) Python
3 6 (26.09%) JavaScript
3 6 (26.09%) SQL
4 3 (13.04%) Go
4 3 (13.04%) Perl
4 3 (13.04%) R
4 3 (13.04%) Ruby
5 2 (8.70%) Bash Shell
5 2 (8.70%) C
5 2 (8.70%) C++
6 1 (4.35%) PHP
6 1 (4.35%) Scala
6 1 (4.35%) Shell Script
6 1 (4.35%) TypeScript
Qualifications
1 4 (17.39%) Degree
2 2 (8.70%) Computer Science Degree
2 2 (8.70%) Master's Degree
3 1 (4.35%) Numerate Degree
3 1 (4.35%) PhD
System Software
1 1 (4.35%) Docker
1 1 (4.35%) HDFS
Systems Management
1 7 (30.43%) Ansible
1 7 (30.43%) Opscode Chef
1 7 (30.43%) Puppet
2 6 (26.09%) Kibana
2 6 (26.09%) logstash
2 6 (26.09%) Salt
3 1 (4.35%) Cobbler
Vendors
1 8 (34.78%) Oracle
2 4 (17.39%) Microsoft
3 3 (13.04%) Tableau
4 2 (8.70%) IBM
4 2 (8.70%) TIBCO
5 1 (4.35%) Hortonworks
5 1 (4.35%) Splunk