Period
to 21 February 2018

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

Apache Hadoop
England > East Midlands
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 181 222 209
Rank change year-on-year +41 -13 -10
Permanent jobs citing Hadoop 63 21 50
As % of all permanent IT jobs advertised in the East Midlands 1.18% 0.35% 0.74%
As % of the Database & Business Intelligence category 3.51% 1.07% 2.15%
Number of salaries quoted 58 21 61
East Midlands median annual salary £43,750 £52,500 £45,000
Median salary % change year-on-year -16.67% +16.67% -25.00%
10th Percentile £35,125 £40,000 £33,750
90th Percentile £60,000 £70,000 £120,000
England median annual salary £65,000 £65,000 £65,000

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 1,797 1,958 2,330
As % of all permanent IT jobs advertised in the East Midlands 33.67% 32.25% 34.35%
Number of salaries quoted 1,588 1,610 1,841
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £25,000
90th Percentile £57,500 £65,000 £55,000
England median annual salary £50,000 £47,500 £47,500
% 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 21 February 2018.

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 February 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
Leicestershire +43 26 £42,500 -29.17% 3
Nottinghamshire +11 22 £53,750 +2.38% 11
Derbyshire - 5 £40,000 - 1
Northamptonshire +15 4 £75,000 +25.00%
Lincolnshire - 2 £35,000 -
Hadoop
England

For the 6 months to 21 February 2018, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for Hadoop.

1 32 (50.79%) Java
2 30 (47.62%) Agile Software Development
2 30 (47.62%) Big Data
2 30 (47.62%) Apache Spark
3 29 (46.03%) SQL
4 28 (44.44%) Python
5 21 (33.33%) Business Intelligence
5 21 (33.33%) Analytical Skills
6 19 (30.16%) Scrum
7 17 (26.98%) Analytics
7 17 (26.98%) Scala
8 16 (25.40%) Finance
8 16 (25.40%) Linux
9 15 (23.81%) Multithreading
9 15 (23.81%) HBase
10 14 (22.22%) MongoDB
10 14 (22.22%) SQL Server
10 14 (22.22%) Data Science
11 13 (20.63%) Data Mining
11 13 (20.63%) Degree
12 12 (19.05%) Business Transformation
12 12 (19.05%) MapReduce
12 12 (19.05%) Performance Testing
12 12 (19.05%) Unit Testing
12 12 (19.05%) Integration Testing
12 12 (19.05%) Multithreaded Programming
13 11 (17.46%) Shell Script
13 11 (17.46%) R
13 11 (17.46%) Hadoop YARN
14 10 (15.87%) Predictive Modelling

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 30 (47.62%) Apache Spark
2 3 (4.76%) Tomcat
3 2 (3.17%) JBoss
3 2 (3.17%) Jetty
3 2 (3.17%) SAS
3 2 (3.17%) WebLogic
4 1 (1.59%) Apache
4 1 (1.59%) Apache Solr
4 1 (1.59%) Elasticsearch
4 1 (1.59%) OpenStack
4 1 (1.59%) WebSphere
4 1 (1.59%) WebSphere Application Server
Cloud Services
1 8 (12.70%) Microsoft Azure
2 6 (9.52%) Amazon AWS
3 2 (3.17%) AWS Lambda
3 2 (3.17%) Serverless
4 1 (1.59%) Bluemix
4 1 (1.59%) Google Cloud Platform
4 1 (1.59%) IBM Cloud
Communications & Networking
1 1 (1.59%) Kerberos
Database & Business Intelligence
1 30 (47.62%) Big Data
2 15 (23.81%) HBase
3 14 (22.22%) MongoDB
3 14 (22.22%) SQL Server
4 13 (20.63%) Data Mining
5 9 (14.29%) NoSQL
6 8 (12.70%) MySQL
7 7 (11.11%) Apache Cassandra
7 7 (11.11%) Data Warehouse
8 6 (9.52%) SAP HANA
9 5 (7.94%) Power BI
10 4 (6.35%) Apache Hive
10 4 (6.35%) Impala
10 4 (6.35%) Redis
10 4 (6.35%) Relational Database
11 3 (4.76%) SQL Server Analysis Services
11 3 (4.76%) SQL Server Integration Services
11 3 (4.76%) SQL Server Reporting Services
12 2 (3.17%) QlikView
12 2 (3.17%) Spotfire
Development Applications
1 4 (6.35%) Jenkins
1 4 (6.35%) Octopus Deploy
2 2 (3.17%) Team Foundation Server
2 2 (3.17%) Visual Studio
3 1 (1.59%) JUnit
3 1 (1.59%) tSQLt
General
1 16 (25.40%) Finance
2 3 (4.76%) Retail
3 1 (1.59%) Banking
3 1 (1.59%) Investment Banking
3 1 (1.59%) Law
Job Titles
1 32 (50.79%) Developer
2 15 (23.81%) Java Developer
3 14 (22.22%) Big Data Developer
4 13 (20.63%) Data Scientist
5 10 (15.87%) Business Intelligence Developer
5 10 (15.87%) Hadoop Developer
6 9 (14.29%) Java Hadoop Developer
7 6 (9.52%) DevOps Engineer
8 5 (7.94%) Business Developer
9 3 (4.76%) Administrator
9 3 (4.76%) Data Engineer
9 3 (4.76%) DBA
9 3 (4.76%) Scala Developer
9 3 (4.76%) SQL DBA
9 3 (4.76%) SQL Server DBA
10 2 (3.17%) Apache Spark Developer
10 2 (3.17%) AWS DevOps
10 2 (3.17%) AWS Engineer
10 2 (3.17%) Java Scala Developer
10 2 (3.17%) Spotfire Developer
Libraries, Frameworks & Software Standards
1 8 (12.70%) AngularJS
2 6 (9.52%) Kafka
3 5 (7.94%) .NET
4 4 (6.35%) ASP.NET
4 4 (6.35%) ASP.NET MVC
4 4 (6.35%) ASP.NET MVC 5
4 4 (6.35%) Node.js
5 3 (4.76%) CSS
5 3 (4.76%) Hibernate
5 3 (4.76%) HTML
5 3 (4.76%) HTML5
5 3 (4.76%) Spring
6 2 (3.17%) ASP.NET Web API
6 2 (3.17%) JPA
6 2 (3.17%) jQuery
6 2 (3.17%) MDX
6 2 (3.17%) RabbitMQ
6 2 (3.17%) React
6 2 (3.17%) Spark Streaming
6 2 (3.17%) Twitter Bootstrap
Miscellaneous
1 21 (33.33%) Analytical Skills
2 6 (9.52%) Algorithms
3 3 (4.76%) Data Centre
4 2 (3.17%) Enterprise Software
4 2 (3.17%) Greenfield Project
4 2 (3.17%) Private Cloud
4 2 (3.17%) User Experience
5 1 (1.59%) Bitcoin
5 1 (1.59%) Computer Science
5 1 (1.59%) Digital Currency
5 1 (1.59%) Foreign Exchange (FX)
Operating Systems
1 16 (25.40%) Linux
2 6 (9.52%) Windows
3 4 (6.35%) Unix
3 4 (6.35%) Windows Server
3 4 (6.35%) Windows Server 2012
Processes & Methodologies
1 30 (47.62%) Agile Software Development
2 21 (33.33%) Business Intelligence
3 19 (30.16%) Scrum
4 17 (26.98%) Analytics
5 15 (23.81%) Multithreading
6 14 (22.22%) Data Science
7 12 (19.05%) Business Transformation
7 12 (19.05%) Integration Testing
7 12 (19.05%) MapReduce
7 12 (19.05%) Multithreaded Programming
7 12 (19.05%) Performance Testing
7 12 (19.05%) Unit Testing
8 10 (15.87%) ETL
8 10 (15.87%) Predictive Modelling
9 7 (11.11%) Data Analytics
10 6 (9.52%) Continuous Integration
10 6 (9.52%) DevOps
10 6 (9.52%) Machine Learning
10 6 (9.52%) Use Case
10 6 (9.52%) Visualisation
Programming Languages
1 32 (50.79%) Java
2 29 (46.03%) SQL
3 28 (44.44%) Python
4 17 (26.98%) Scala
5 11 (17.46%) R
5 11 (17.46%) Shell Script
6 8 (12.70%) JavaScript
7 5 (7.94%) C#
8 4 (6.35%) PowerShell
9 3 (4.76%) T-SQL
10 2 (3.17%) Data Analysis Expressions (DAX)
10 2 (3.17%) PL/SQL
10 2 (3.17%) Ruby
10 2 (3.17%) TypeScript
11 1 (1.59%) Bash Shell
11 1 (1.59%) C
11 1 (1.59%) Go
11 1 (1.59%) Perl
11 1 (1.59%) PHP
Qualifications
1 13 (20.63%) Degree
2 1 (1.59%) PhD
Quality Assurance & Compliance
1 2 (3.17%) GDPR
System Software
1 6 (9.52%) Docker
2 4 (6.35%) Virtual Machines
3 1 (1.59%) Apache Flume
3 1 (1.59%) Apache ZooKeeper
Systems Management
1 11 (17.46%) Hadoop YARN
2 8 (12.70%) Opscode Chef
3 4 (6.35%) Kubernetes
3 4 (6.35%) Terraform
4 2 (3.17%) Ambari
4 2 (3.17%) Ansible
4 2 (3.17%) Puppet
5 1 (1.59%) Kibana
5 1 (1.59%) logstash
5 1 (1.59%) Oozie
5 1 (1.59%) Salt
Vendors
1 7 (11.11%) Cloudera
1 7 (11.11%) Oracle
1 7 (11.11%) Tableau
2 6 (9.52%) Birst
2 6 (9.52%) SAP
2 6 (9.52%) SnapLogic
3 4 (6.35%) Microsoft
4 3 (4.76%) Informatica
4 3 (4.76%) Talend
5 2 (3.17%) Teradata
6 1 (1.59%) Google
6 1 (1.59%) IBM
6 1 (1.59%) MapR
6 1 (1.59%) TIBCO