Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 284 275 282
Rank change year-on-year -9 +7 +29
Permanent jobs citing Hadoop 45 62 48
As % of all permanent IT jobs advertised in the West Midlands 0.45% 0.55% 0.44%
As % of the Database & Business Intelligence category 1.51% 2.04% 1.49%
Number of salaries quoted 38 43 45
West Midlands median annual salary £47,500 £60,000 £50,000
Median salary % change year-on-year -20.83% +20.00% -37.50%
10th Percentile £33,250 £36,900 £30,000
90th Percentile £75,750 £72,500 £83,250
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 West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2989 3046 3213
As % of all permanent IT jobs advertised in the West Midlands 29.60% 26.93% 29.43%
Number of salaries quoted 2577 2542 2799
West Midlands median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £26,150 £23,500 £25,000
90th Percentile £60,000 £58,750 £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 West Midlands

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

Job vacancy trend for Hadoop in the West Midlands

Hadoop
Salary Trend in the West Midlands

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

Salary trend for Hadoop in the West Midlands

Hadoop
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Hadoop in the West Midlands over the 6 months to 20 November 2017.

Salary histogram for Hadoop in the West Midlands

Hadoop
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the West Midlands region over the 6 months to 20 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
Birmingham +8 15 £67,500 +3.85% 5
Warwickshire -20 11 £37,500 -6.25%
Coventry - 8 £51,250 -
Halesowen - 5 £42,500 -
Solihull - 2 £51,750 -
Shropshire -3 1 £40,000 -37.50%
Worcestershire - 1 £42,500 - 1
Hadoop
England

For the 6 months to 20 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 West Midlands region with a requirement for Hadoop.

1 25 (55.56%) SQL
2 22 (48.89%) Agile Software Development
3 20 (44.44%) Big Data
3 20 (44.44%) Analytics
4 19 (42.22%) Apache Spark
5 16 (35.56%) Business Intelligence
6 15 (33.33%) Python
7 14 (31.11%) Java
7 14 (31.11%) SQL Server
8 11 (24.44%) MySQL
8 11 (24.44%) Data Modelling
8 11 (24.44%) ETL
8 11 (24.44%) Visualisation
9 9 (20.00%) Apache Hive
9 9 (20.00%) Oracle
9 9 (20.00%) Data Analysis
9 9 (20.00%) Spring
10 8 (17.78%) Finance
10 8 (17.78%) Tableau
10 8 (17.78%) Microsoft Azure
10 8 (17.78%) Degree
10 8 (17.78%) QlikView
11 7 (15.56%) Data Visualisation
11 7 (15.56%) Waterfall
11 7 (15.56%) Validation
11 7 (15.56%) Software Engineering
11 7 (15.56%) SAP
11 7 (15.56%) CSS
11 7 (15.56%) SAS
11 7 (15.56%) Linux

Hadoop
Co-occurring IT Skills in the West 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 19 (42.22%) Apache Spark
2 7 (15.56%) SAS
3 6 (13.33%) JBoss
4 5 (11.11%) Apache
4 5 (11.11%) Oracle SOA Suite
5 4 (8.89%) GlassFish
6 3 (6.67%) WebLogic
6 3 (6.67%) WebSphere
6 3 (6.67%) WildFly
7 2 (4.44%) Apache Solr
7 2 (4.44%) ArcGIS
7 2 (4.44%) SharePoint
8 1 (2.22%) Apache Pig
8 1 (2.22%) Tomcat
8 1 (2.22%) WordPress
Applications
1 3 (6.67%) Microsoft Excel
1 3 (6.67%) Microsoft Office
1 3 (6.67%) Microsoft PowerPoint
2 2 (4.44%) Microsoft Project
2 2 (4.44%) MS Visio
Business Applications
1 1 (2.22%) Dynamics CRM
Cloud Services
1 8 (17.78%) Microsoft Azure
2 2 (4.44%) Amazon AWS
3 1 (2.22%) Bluemix
3 1 (2.22%) Cortana Intelligence Suite
3 1 (2.22%) Google Cloud Platform
3 1 (2.22%) IBM Cloud
3 1 (2.22%) SaaS
Communications & Networking
1 6 (13.33%) NAS
1 6 (13.33%) SAN
2 5 (11.11%) Firewall
3 4 (8.89%) Ethernet
4 3 (6.67%) Network Security
5 1 (2.22%) Wireshark
Database & Business Intelligence
1 20 (44.44%) Big Data
2 14 (31.11%) SQL Server
3 11 (24.44%) MySQL
4 9 (20.00%) Apache Hive
5 8 (17.78%) QlikView
6 6 (13.33%) BusinessObjects
6 6 (13.33%) Looker
6 6 (13.33%) MongoDB
6 6 (13.33%) SAP BW
7 5 (11.11%) Apache Cassandra
7 5 (11.11%) NoSQL
7 5 (11.11%) Qlik Sense
7 5 (11.11%) Sqoop
8 4 (8.89%) PostgreSQL
8 4 (8.89%) SQL Server Integration Services
8 4 (8.89%) SQL Server Reporting Services
9 3 (6.67%) Data Warehouse
9 3 (6.67%) Relational Database
9 3 (6.67%) Spark SQL
10 2 (4.44%) Impala
Development Applications
1 6 (13.33%) Fiddler
2 5 (11.11%) Jenkins
3 3 (6.67%) Git (software)
3 3 (6.67%) Hudson
3 3 (6.67%) JBehave
3 3 (6.67%) JUnit
4 2 (4.44%) Eclipse
4 2 (4.44%) JIRA
4 2 (4.44%) Mercurial
4 2 (4.44%) Talend Open Studio
5 1 (2.22%) Bitbucket
5 1 (2.22%) Cucumber
5 1 (2.22%) ERwin
5 1 (2.22%) gulp
5 1 (2.22%) Maven
5 1 (2.22%) Selenium
5 1 (2.22%) SonarQube
5 1 (2.22%) Vagrant
5 1 (2.22%) Visual Studio
5 1 (2.22%) webpack
General
1 8 (17.78%) Finance
2 5 (11.11%) Games
2 5 (11.11%) Marketing
3 2 (4.44%) Advertising
3 2 (4.44%) Aerospace
3 2 (4.44%) Banking
4 1 (2.22%) Financial Institution
4 1 (2.22%) Investment Banking
Job Titles
1 13 (28.89%) Developer
2 11 (24.44%) Analyst
3 9 (20.00%) Data Analyst
4 7 (15.56%) Big Data Developer
5 5 (11.11%) Customer Analyst
5 5 (11.11%) Customer Insight Analyst
5 5 (11.11%) Data Insight Analyst
5 5 (11.11%) Head of Architecture
5 5 (11.11%) Head of Security
5 5 (11.11%) Insight Analyst
5 5 (11.11%) Insight Data Analyst
5 5 (11.11%) Software Engineer
6 4 (8.89%) Senior Developer
6 4 (8.89%) Software Developer
7 3 (6.67%) Development Manager
7 3 (6.67%) Java Developer
7 3 (6.67%) Junior
7 3 (6.67%) Junior Developer
7 3 (6.67%) Senior Software Developer
7 3 (6.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (20.00%) Spring
2 7 (15.56%) CSS
2 7 (15.56%) HTML
3 6 (13.33%) Java EE
4 5 (11.11%) RESTful
4 5 (11.11%) Web Services
5 3 (6.67%) .NET
5 3 (6.67%) AngularJS
5 3 (6.67%) Apache Flex
5 3 (6.67%) Hibernate
5 3 (6.67%) HornetQ
5 3 (6.67%) JAX-RS
5 3 (6.67%) JMS
5 3 (6.67%) Kafka
5 3 (6.67%) RESTEasy
5 3 (6.67%) Spring Boot
5 3 (6.67%) WireMock
6 2 (4.44%) Node.js
6 2 (4.44%) React
6 2 (4.44%) Spark Streaming
Miscellaneous
1 5 (11.11%) Algorithms
1 5 (11.11%) Analytical Skills
1 5 (11.11%) BBC
1 5 (11.11%) Management Information System
2 3 (6.67%) Computer Science
2 3 (6.67%) Mobile App
3 2 (4.44%) Fintech
3 2 (4.44%) Greenfield Project
4 1 (2.22%) Blog
4 1 (2.22%) Fixed Income
Operating Systems
1 7 (15.56%) Linux
2 3 (6.67%) Android
2 3 (6.67%) Apple iOS
2 3 (6.67%) Kali Linux
2 3 (6.67%) Unix
3 2 (4.44%) Windows
Processes & Methodologies
1 22 (48.89%) Agile Software Development
2 20 (44.44%) Analytics
3 16 (35.56%) Business Intelligence
4 11 (24.44%) Data Modelling
4 11 (24.44%) ETL
4 11 (24.44%) Visualisation
5 9 (20.00%) Data Analysis
6 7 (15.56%) Data Visualisation
6 7 (15.56%) Software Engineering
6 7 (15.56%) Validation
6 7 (15.56%) Waterfall
7 6 (13.33%) Continuous Integration
7 6 (13.33%) CRM
7 6 (13.33%) DevOps
7 6 (13.33%) Information Security
7 6 (13.33%) Security Architecture
7 6 (13.33%) Stakeholder Management
7 6 (13.33%) TDD
7 6 (13.33%) TOGAF
8 5 (11.11%) SDLC
Programming Languages
1 25 (55.56%) SQL
2 15 (33.33%) Python
3 14 (31.11%) Java
4 6 (13.33%) Perl
4 6 (13.33%) R
5 4 (8.89%) JavaScript
6 3 (6.67%) Scala
6 3 (6.67%) XPath
7 2 (4.44%) PowerShell
8 1 (2.22%) Bash Shell
8 1 (2.22%) C
8 1 (2.22%) C#
8 1 (2.22%) C++
8 1 (2.22%) PHP
8 1 (2.22%) PL/SQL
8 1 (2.22%) Ruby
8 1 (2.22%) VB
8 1 (2.22%) VB.NET
8 1 (2.22%) VBA
8 1 (2.22%) XQuery
Qualifications
1 8 (17.78%) Degree
2 5 (11.11%) CISSP
2 5 (11.11%) ISSEP
3 2 (4.44%) Master's Degree
3 2 (4.44%) SC Cleared
3 2 (4.44%) Security Cleared
4 1 (2.22%) Computer Science Degree
Quality Assurance & Compliance
1 6 (13.33%) ISO/IEC 27001
2 5 (11.11%) NIST 800
3 1 (2.22%) Data Quality
3 1 (2.22%) QA
System Software
1 5 (11.11%) VMware ESXi
2 4 (8.89%) Docker
3 3 (6.67%) HDFS
4 1 (2.22%) Apache ZooKeeper
Systems Management
1 6 (13.33%) HP Fortify
1 6 (13.33%) Nessus
2 5 (11.11%) Oozie
3 1 (2.22%) Ansible
3 1 (2.22%) Hadoop YARN
3 1 (2.22%) Mesos
3 1 (2.22%) Opscode Chef
3 1 (2.22%) Puppet
Vendors
1 9 (20.00%) Oracle
2 8 (17.78%) Tableau
3 7 (15.56%) SAP
3 7 (15.56%) Veracode
4 6 (13.33%) HP
4 6 (13.33%) NetApp
5 4 (8.89%) Microsoft
5 4 (8.89%) Zoomdata
6 2 (4.44%) Cloudera
6 2 (4.44%) Talend
7 1 (2.22%) Birst
7 1 (2.22%) Black Duck
7 1 (2.22%) Cognos
7 1 (2.22%) Google
7 1 (2.22%) IBM
7 1 (2.22%) MuleSoft
7 1 (2.22%) Teradata
7 1 (2.22%) TIBCO
7 1 (2.22%) WSO2