Period
to 23 November 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > East Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 188 234 238
Rank change year-on-year +46 +4 +1
Permanent jobs citing Hadoop 41 27 37
As % of all permanent IT jobs advertised in the East Midlands 0.78% 0.41% 0.50%
As % of the Database & Business Intelligence category 2.48% 1.31% 1.42%
Number of salaries quoted 38 25 44
East Midlands median annual salary £42,500 £60,000 £70,000
Median salary % change year-on-year -29.17% -14.29% +59.09%
10th Percentile £32,350 £38,750 £45,000
90th Percentile £54,825 £70,000 £120,000
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 1653 2066 2605
As % of all permanent IT jobs advertised in the East Midlands 31.44% 31.47% 35.06%
Number of salaries quoted 1419 1689 2147
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,500 £23,750
90th Percentile £61,000 £62,500 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 23 November 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 23 November 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
Leicestershire +45 23 £42,500 -29.17% 1
Nottinghamshire -2 8 £51,500 -1.90%
Derbyshire 0 4 £37,500 -42.31%
Northamptonshire +17 3 £45,000 -25.00% 1
Hadoop
England

For the 6 months to 23 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 East Midlands region with a requirement for Hadoop.

1 28 (68.29%) Python
2 23 (56.10%) SQL
3 21 (51.22%) Java
4 17 (41.46%) Degree
4 17 (41.46%) Apache Spark
5 15 (36.59%) Analytics
6 14 (34.15%) Big Data
7 13 (31.71%) Business Intelligence
8 12 (29.27%) Predictive Modelling
8 12 (29.27%) MongoDB
8 12 (29.27%) R
8 12 (29.27%) Business Transformation
9 11 (26.83%) Data Mining
10 10 (24.39%) JavaScript
10 10 (24.39%) Agile Software Development
11 9 (21.95%) Scrum
11 9 (21.95%) Data Analytics
11 9 (21.95%) Analytical Skills
12 7 (17.07%) Machine Learning
12 7 (17.07%) ETL
12 7 (17.07%) Data Modelling
12 7 (17.07%) NoSQL
13 6 (14.63%) Multithreading
13 6 (14.63%) SAP
13 6 (14.63%) SAP HANA
13 6 (14.63%) SnapLogic
13 6 (14.63%) Birst
14 5 (12.20%) Algorithms
14 5 (12.20%) Redis
14 5 (12.20%) Tableau

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 17 (41.46%) Apache Spark
2 3 (7.32%) Elasticsearch
2 3 (7.32%) JBoss
2 3 (7.32%) Jetty
2 3 (7.32%) Tomcat
2 3 (7.32%) WebLogic
2 3 (7.32%) WebSphere
3 2 (4.88%) Apache Solr
3 2 (4.88%) OpenStack
3 2 (4.88%) WebSphere Application Server
Applications
1 2 (4.88%) Microsoft Excel
1 2 (4.88%) Microsoft PowerPoint
2 1 (2.44%) Spreadsheet
Cloud Services
1 4 (9.76%) Amazon AWS
1 4 (9.76%) Microsoft Azure
Communications & Networking
1 1 (2.44%) AMQP
Database & Business Intelligence
1 14 (34.15%) Big Data
2 12 (29.27%) MongoDB
3 11 (26.83%) Data Mining
4 7 (17.07%) NoSQL
5 6 (14.63%) SAP HANA
6 5 (12.20%) MySQL
6 5 (12.20%) Redis
7 4 (9.76%) Apache Cassandra
7 4 (9.76%) Apache Hive
7 4 (9.76%) HBase
8 3 (7.32%) Couchbase
8 3 (7.32%) PostgreSQL
8 3 (7.32%) Riak
8 3 (7.32%) SQL Server
9 2 (4.88%) Data Warehouse
9 2 (4.88%) Hazelcast
9 2 (4.88%) QlikView
9 2 (4.88%) Spotfire
10 1 (2.44%) Impala
10 1 (2.44%) Relational Database
Development Applications
1 1 (2.44%) Cucumber
1 1 (2.44%) FitNesse
1 1 (2.44%) JUnit
1 1 (2.44%) Selenium
1 1 (2.44%) Vagrant
General
1 4 (9.76%) Finance
2 1 (2.44%) Legal
2 1 (2.44%) Marketing
Job Titles
1 18 (43.90%) Developer
2 15 (36.59%) Data Scientist
3 7 (17.07%) Business Intelligence Developer
4 5 (12.20%) Java Developer
5 4 (9.76%) Analyst
5 4 (9.76%) Business Developer
6 3 (7.32%) Big Data Developer
6 3 (7.32%) Data Analyst
6 3 (7.32%) Data Engineer
6 3 (7.32%) JavaScript Developer
6 3 (7.32%) Node.js Developer
6 3 (7.32%) Research Scientist
7 2 (4.88%) Analyst Developer
7 2 (4.88%) Big Data Analyst
7 2 (4.88%) Business Intelligence Analyst
7 2 (4.88%) Software Engineer
7 2 (4.88%) Spotfire Developer
8 1 (2.44%) Architect
8 1 (2.44%) Software Developer
8 1 (2.44%) SQL DBA
Libraries, Frameworks & Software Standards
1 4 (9.76%) AngularJS
2 3 (7.32%) Ember.js
2 3 (7.32%) Hibernate
2 3 (7.32%) HTML
2 3 (7.32%) HTML5
2 3 (7.32%) JPA
2 3 (7.32%) Meteor
2 3 (7.32%) Node.js
2 3 (7.32%) RabbitMQ
2 3 (7.32%) Spring
3 2 (4.88%) CSS
3 2 (4.88%) Elastic Stack
3 2 (4.88%) Kafka
3 2 (4.88%) Lucene
3 2 (4.88%) React
3 2 (4.88%) Twitter Bootstrap
4 1 (2.44%) .NET
4 1 (2.44%) Akka
4 1 (2.44%) JMS
4 1 (2.44%) Spring Boot
Miscellaneous
1 9 (21.95%) Analytical Skills
2 5 (12.20%) Algorithms
2 5 (12.20%) Computer Science
3 3 (7.32%) Enterprise Software
4 2 (4.88%) Data Structures
4 2 (4.88%) User Experience
5 1 (2.44%) Data Centre
Operating Systems
1 4 (9.76%) Linux
2 1 (2.44%) Unix
Processes & Methodologies
1 15 (36.59%) Analytics
2 13 (31.71%) Business Intelligence
3 12 (29.27%) Business Transformation
3 12 (29.27%) Predictive Modelling
4 10 (24.39%) Agile Software Development
5 9 (21.95%) Data Analytics
5 9 (21.95%) Scrum
6 7 (17.07%) Data Modelling
6 7 (17.07%) ETL
6 7 (17.07%) Machine Learning
7 6 (14.63%) Multithreading
8 5 (12.20%) Use Case
9 4 (9.76%) Integration Testing
9 4 (9.76%) MapReduce
9 4 (9.76%) Mathematics
9 4 (9.76%) OO
9 4 (9.76%) Operations Research
9 4 (9.76%) Statistical Modelling
9 4 (9.76%) Statistics
9 4 (9.76%) Unit Testing
Programming Languages
1 28 (68.29%) Python
2 23 (56.10%) SQL
3 21 (51.22%) Java
4 12 (29.27%) R
5 10 (24.39%) JavaScript
6 5 (12.20%) Scala
7 3 (7.32%) C#
7 3 (7.32%) Shell Script
8 2 (4.88%) Bash Shell
8 2 (4.88%) C++
8 2 (4.88%) TypeScript
9 1 (2.44%) C
9 1 (2.44%) Go
9 1 (2.44%) Perl
9 1 (2.44%) PHP
9 1 (2.44%) Ruby
Qualifications
1 17 (41.46%) Degree
2 2 (4.88%) Computer Science Degree
2 2 (4.88%) Master's Degree
2 2 (4.88%) PhD
3 1 (2.44%) Numerate Degree
System Software
1 1 (2.44%) Docker
1 1 (2.44%) HDFS
Systems Management
1 3 (7.32%) Ansible
1 3 (7.32%) Opscode Chef
1 3 (7.32%) Puppet
2 2 (4.88%) Kibana
2 2 (4.88%) logstash
2 2 (4.88%) Salt
3 1 (2.44%) Cobbler
3 1 (2.44%) Hadoop YARN
Vendors
1 6 (14.63%) Birst
1 6 (14.63%) SAP
1 6 (14.63%) SnapLogic
2 5 (12.20%) Tableau
3 4 (9.76%) Cloudera
3 4 (9.76%) Oracle
4 3 (7.32%) Microsoft
5 2 (4.88%) IBM
5 2 (4.88%) TIBCO
6 1 (2.44%) Teradata