Period
to 19 September 2017

The following table provides summary statistics for permanent job vacancies advertised in the 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 19 September 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > Midlands
6 months to
19 Sep 2017
Same period 2016 Same period 2015
Rank 316 318 328
Rank change year-on-year +2 +10 +51
Permanent jobs citing Hadoop 79 109 91
As % of all permanent IT jobs advertised in the Midlands 0.52% 0.59% 0.49%
As % of the Database & Business Intelligence category 1.70% 2.11% 1.50%
Number of salaries quoted 72 71 82
Midlands median annual salary £49,250 £55,000 £55,000
Median salary % change year-on-year -10.45% - +12.82%
10th Percentile £36,250 £37,500 £30,000
90th Percentile £64,750 £72,500 £82,500
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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 4656 5165 6059
As % of all permanent IT jobs advertised in the Midlands 30.57% 27.89% 32.33%
Number of salaries quoted 4042 4235 5206
Midlands median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £26,000 £23,750 £23,500
90th Percentile £60,000 £58,750 £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 Midlands

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

Job vacancy trend for Hadoop in the Midlands

Hadoop
Salary Trend in the Midlands

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

Salary trend for Hadoop in the Midlands

Hadoop
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Hadoop in the Midlands over the 6 months to 19 September 2017.

Salary histogram for Hadoop in the Midlands

Hadoop
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the Midlands region over the 6 months to 19 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
West Midlands -7 55 £48,500 -19.17% 1
East Midlands +24 24 £50,000 +17.65% 1
Hadoop
England

For the 6 months to 19 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 Midlands region with a requirement for Hadoop.

1 42 (53.16%) Big Data
2 40 (50.63%) Agile Software Development
3 35 (44.30%) SQL
3 35 (44.30%) Apache Spark
4 28 (35.44%) Python
5 27 (34.18%) MongoDB
6 23 (29.11%) Business Intelligence
7 22 (27.85%) Analytics
8 21 (26.58%) MySQL
8 21 (26.58%) Java
9 20 (25.32%) SQL Server
10 19 (24.05%) NoSQL
11 18 (22.78%) Microsoft Azure
12 16 (20.25%) Scrum
13 15 (18.99%) Apache Cassandra
13 15 (18.99%) Degree
13 15 (18.99%) AngularJS
14 14 (17.72%) TDD
14 14 (17.72%) Oracle
14 14 (17.72%) .NET
15 13 (16.46%) ETL
15 13 (16.46%) Data Analysis
15 13 (16.46%) SQL Server Integration Services
15 13 (16.46%) Apache Hive
15 13 (16.46%) R
15 13 (16.46%) Tableau
15 13 (16.46%) React
16 12 (15.19%) Mentoring
16 12 (15.19%) Amazon AWS
16 12 (15.19%) Continuous Integration

Hadoop
Co-occurring IT Skills in the 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 35 (44.30%) Apache Spark
2 12 (15.19%) JBoss
3 10 (12.66%) Apache Solr
4 9 (11.39%) SAS
4 9 (11.39%) Tomcat
4 9 (11.39%) WebLogic
4 9 (11.39%) WebSphere
5 8 (10.13%) Elasticsearch
5 8 (10.13%) Jetty
5 8 (10.13%) OpenStack
6 6 (7.59%) WebSphere Application Server
7 5 (6.33%) Apache
7 5 (6.33%) ArcGIS
8 4 (5.06%) GlassFish
8 4 (5.06%) Oracle SOA Suite
9 3 (3.80%) WildFly
10 1 (1.27%) Apache Pig
Applications
1 4 (5.06%) Microsoft Excel
1 4 (5.06%) Microsoft PowerPoint
2 2 (2.53%) Microsoft Office
2 2 (2.53%) Microsoft Project
2 2 (2.53%) MS Visio
3 1 (1.27%) Spreadsheet
Cloud Services
1 18 (22.78%) Microsoft Azure
2 12 (15.19%) Amazon AWS
3 1 (1.27%) Bluemix
3 1 (1.27%) IaaS
3 1 (1.27%) IBM Cloud
3 1 (1.27%) PaaS
3 1 (1.27%) SaaS
Communications & Networking
1 6 (7.59%) NAS
1 6 (7.59%) SAN
2 5 (6.33%) Firewall
3 4 (5.06%) Ethernet
4 3 (3.80%) Network Security
5 1 (1.27%) AMQP
5 1 (1.27%) Internet
5 1 (1.27%) Wireshark
Database & Business Intelligence
1 42 (53.16%) Big Data
2 27 (34.18%) MongoDB
3 21 (26.58%) MySQL
4 20 (25.32%) SQL Server
5 19 (24.05%) NoSQL
6 15 (18.99%) Apache Cassandra
7 13 (16.46%) Apache Hive
7 13 (16.46%) SQL Server Integration Services
8 11 (13.92%) Redis
9 10 (12.66%) PostgreSQL
9 10 (12.66%) QlikView
9 10 (12.66%) SQL Server Reporting Services
10 9 (11.39%) Riak
11 8 (10.13%) BusinessObjects
11 8 (10.13%) SAP BW
12 7 (8.86%) Couchbase
13 6 (7.59%) Looker
13 6 (7.59%) Qlik Sense
14 5 (6.33%) Data Warehouse
14 5 (6.33%) Sqoop
Development Applications
1 6 (7.59%) Fiddler
2 4 (5.06%) Jenkins
2 4 (5.06%) JUnit
3 3 (3.80%) Hudson
3 3 (3.80%) JBehave
3 3 (3.80%) Talend Open Studio
4 2 (2.53%) Cucumber
4 2 (2.53%) Eclipse
4 2 (2.53%) Git (software)
4 2 (2.53%) Mercurial
4 2 (2.53%) Selenium
4 2 (2.53%) Vagrant
5 1 (1.27%) FitNesse
5 1 (1.27%) gulp
5 1 (1.27%) JIRA
5 1 (1.27%) Maven
5 1 (1.27%) webpack
General
1 9 (11.39%) Finance
2 8 (10.13%) Retail
3 6 (7.59%) Marketing
4 5 (6.33%) Games
4 5 (6.33%) Legal
5 4 (5.06%) Banking
6 2 (2.53%) Advertising
6 2 (2.53%) Aerospace
7 1 (1.27%) Investment Banking
7 1 (1.27%) Manufacturing
Job Titles
1 32 (40.51%) Developer
2 12 (15.19%) Analyst
3 10 (12.66%) Big Data Developer
3 10 (12.66%) Data Analyst
3 10 (12.66%) Senior Developer
4 8 (10.13%) .NET Developer
5 7 (8.86%) Data Scientist
5 7 (8.86%) Java Developer
6 6 (7.59%) Business Intelligence Manager
6 6 (7.59%) JavaScript Developer
6 6 (7.59%) Software Engineer
7 5 (6.33%) Customer Analyst
7 5 (6.33%) Customer Insight Analyst
7 5 (6.33%) Data Engineer
7 5 (6.33%) Data Insight Analyst
7 5 (6.33%) Head of Architecture
7 5 (6.33%) Head of Security
7 5 (6.33%) Insight Analyst
7 5 (6.33%) Insight Data Analyst
7 5 (6.33%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 15 (18.99%) AngularJS
2 14 (17.72%) .NET
3 13 (16.46%) React
4 10 (12.66%) Spring
5 9 (11.39%) Web Services
6 8 (10.13%) HTML
6 8 (10.13%) Lucene
6 8 (10.13%) Node.js
7 7 (8.86%) Elastic Stack
8 6 (7.59%) CSS
8 6 (7.59%) RESTful
9 5 (6.33%) Hibernate
9 5 (6.33%) Java EE
9 5 (6.33%) Kafka
10 4 (5.06%) Ember.js
10 4 (5.06%) JMS
11 3 (3.80%) Apache Flex
11 3 (3.80%) HTML5
11 3 (3.80%) Meteor
11 3 (3.80%) WireMock
Miscellaneous
1 7 (8.86%) Analytical Skills
1 7 (8.86%) Enterprise Software
2 6 (7.59%) Algorithms
2 6 (7.59%) Computer Science
3 5 (6.33%) BBC
3 5 (6.33%) Greenfield Project
3 5 (6.33%) Management Information System
4 3 (3.80%) Fintech
4 3 (3.80%) Mobile App
5 2 (2.53%) Data Structures
6 1 (1.27%) Fixed Income
6 1 (1.27%) Hedge funds
6 1 (1.27%) Internet of Things
6 1 (1.27%) Private Cloud
6 1 (1.27%) Social Media
6 1 (1.27%) User Experience
Operating Systems
1 9 (11.39%) Linux
2 5 (6.33%) Android
2 5 (6.33%) Apple iOS
3 4 (5.06%) Unix
4 3 (3.80%) Kali Linux
4 3 (3.80%) Windows
Processes & Methodologies
1 40 (50.63%) Agile Software Development
2 23 (29.11%) Business Intelligence
3 22 (27.85%) Analytics
4 16 (20.25%) Scrum
5 14 (17.72%) TDD
6 13 (16.46%) Data Analysis
6 13 (16.46%) ETL
7 12 (15.19%) Continuous Integration
7 12 (15.19%) Mentoring
8 11 (13.92%) Visualisation
9 10 (12.66%) Data Modelling
9 10 (12.66%) DSDM
9 10 (12.66%) Kanban
9 10 (12.66%) OO
10 9 (11.39%) Validation
10 9 (11.39%) Waterfall
11 8 (10.13%) Machine Learning
11 8 (10.13%) MapReduce
11 8 (10.13%) Software Engineering
11 8 (10.13%) Statistics
Programming Languages
1 35 (44.30%) SQL
2 28 (35.44%) Python
3 21 (26.58%) Java
4 13 (16.46%) R
5 11 (13.92%) C#
6 10 (12.66%) JavaScript
7 9 (11.39%) Perl
8 8 (10.13%) Scala
9 4 (5.06%) Ruby
9 4 (5.06%) T-SQL
10 3 (3.80%) Bash Shell
10 3 (3.80%) Go
10 3 (3.80%) PowerShell
11 2 (2.53%) C
11 2 (2.53%) C++
12 1 (1.27%) PHP
12 1 (1.27%) PL/SQL
12 1 (1.27%) Shell Script
12 1 (1.27%) VBA
12 1 (1.27%) XQuery
Qualifications
1 15 (18.99%) Degree
2 7 (8.86%) Master's Degree
3 5 (6.33%) CISSP
3 5 (6.33%) ISSEP
4 2 (2.53%) Computer Science Degree
4 2 (2.53%) Security Cleared
5 1 (1.27%) Numerate Degree
5 1 (1.27%) PhD
5 1 (1.27%) SC Cleared
Quality Assurance & Compliance
1 6 (7.59%) ISO/IEC 27001
2 5 (6.33%) NIST 800
System Software
1 5 (6.33%) Docker
1 5 (6.33%) VMware ESXi
2 3 (3.80%) HDFS
3 1 (1.27%) Apache ZooKeeper
Systems Management
1 8 (10.13%) Ansible
1 8 (10.13%) Opscode Chef
1 8 (10.13%) Puppet
2 6 (7.59%) HP Fortify
2 6 (7.59%) Kibana
2 6 (7.59%) logstash
2 6 (7.59%) Nessus
2 6 (7.59%) Salt
3 5 (6.33%) Oozie
4 1 (1.27%) Cobbler
4 1 (1.27%) Mesos
Vendors
1 14 (17.72%) Oracle
2 13 (16.46%) Tableau
3 11 (13.92%) Microsoft
4 9 (11.39%) SAP
5 7 (8.86%) Veracode
6 6 (7.59%) HP
6 6 (7.59%) NetApp
7 4 (5.06%) Zoomdata
8 3 (3.80%) IBM
8 3 (3.80%) Talend
8 3 (3.80%) TIBCO
9 2 (2.53%) Cloudera
9 2 (2.53%) MuleSoft
10 1 (1.27%) Black Duck
10 1 (1.27%) Hortonworks
10 1 (1.27%) Splunk
10 1 (1.27%) WSO2