Period
to 21 September 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 21 September 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
21 Sep 2017
Same period 2016 Same period 2015
Rank 271 268 271
Rank change year-on-year -3 +3 +32
Permanent jobs citing Hadoop 55 79 49
As % of all permanent IT jobs advertised in the West Midlands 0.55% 0.66% 0.44%
As % of the Database & Business Intelligence category 1.83% 2.53% 1.45%
Number of salaries quoted 51 46 46
West Midlands median annual salary £48,500 £60,000 £50,000
Median salary % change year-on-year -19.17% +20.00% -23.08%
10th Percentile £36,250 £38,750 £29,375
90th Percentile £75,000 £87,500 £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 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 3006 3127 3384
As % of all permanent IT jobs advertised in the West Midlands 30.16% 26.14% 30.60%
Number of salaries quoted 2629 2599 2959
West Midlands median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £26,000 £22,750 £23,750
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 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 21 September 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 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
Birmingham +41 22 £60,000 -25.00% 3
Warwickshire -40 14 £47,500 -13.64%
Coventry - 7 £75,000 -
Halesowen - 5 £42,500 -
Staffordshire +15 3 £60,000 +140.00%
Shropshire +4 2 £40,000 -37.50%
Worcestershire -7 1 £42,500 -
Solihull - 1 £43,500 -
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 West Midlands region with a requirement for Hadoop.

1 28 (50.91%) SQL
2 26 (47.27%) Big Data
3 25 (45.45%) Agile Software Development
4 22 (40.00%) Business Intelligence
5 21 (38.18%) Apache Spark
6 20 (36.36%) Python
7 19 (34.55%) Analytics
8 14 (25.45%) Java
8 14 (25.45%) SQL Server
9 12 (21.82%) MySQL
10 11 (20.00%) ETL
10 11 (20.00%) Data Analysis
10 11 (20.00%) Apache Hive
11 10 (18.18%) SQL Server Reporting Services
11 10 (18.18%) SQL Server Integration Services
11 10 (18.18%) Degree
12 9 (16.36%) SAS
12 9 (16.36%) SAP
12 9 (16.36%) Finance
12 9 (16.36%) MongoDB
12 9 (16.36%) R
12 9 (16.36%) Tableau
12 9 (16.36%) QlikView
12 9 (16.36%) Visualisation
13 8 (14.55%) NoSQL
13 8 (14.55%) Validation
13 8 (14.55%) Spring
13 8 (14.55%) Web Services
13 8 (14.55%) Linux
13 8 (14.55%) Data Modelling

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 21 (38.18%) Apache Spark
2 9 (16.36%) SAS
3 5 (9.09%) Apache
3 5 (9.09%) ArcGIS
3 5 (9.09%) JBoss
4 4 (7.27%) GlassFish
4 4 (7.27%) Oracle SOA Suite
5 3 (5.45%) WildFly
6 2 (3.64%) Apache Solr
6 2 (3.64%) WebLogic
6 2 (3.64%) WebSphere
7 1 (1.82%) Apache Pig
7 1 (1.82%) Elasticsearch
7 1 (1.82%) Tomcat
Applications
1 2 (3.64%) Microsoft Excel
1 2 (3.64%) Microsoft Office
1 2 (3.64%) Microsoft PowerPoint
1 2 (3.64%) Microsoft Project
1 2 (3.64%) MS Visio
Cloud Services
1 6 (10.91%) Microsoft Azure
2 2 (3.64%) Amazon AWS
3 1 (1.82%) Bluemix
3 1 (1.82%) IBM Cloud
Communications & Networking
1 6 (10.91%) NAS
1 6 (10.91%) SAN
2 5 (9.09%) Firewall
3 4 (7.27%) Ethernet
4 3 (5.45%) Network Security
5 1 (1.82%) Wireshark
Database & Business Intelligence
1 26 (47.27%) Big Data
2 14 (25.45%) SQL Server
3 12 (21.82%) MySQL
4 11 (20.00%) Apache Hive
5 10 (18.18%) SQL Server Integration Services
5 10 (18.18%) SQL Server Reporting Services
6 9 (16.36%) MongoDB
6 9 (16.36%) QlikView
7 8 (14.55%) BusinessObjects
7 8 (14.55%) NoSQL
7 8 (14.55%) SAP BW
8 6 (10.91%) Looker
8 6 (10.91%) Qlik Sense
9 5 (9.09%) Apache Cassandra
9 5 (9.09%) Sqoop
10 4 (7.27%) Data Warehouse
10 4 (7.27%) MS Access
10 4 (7.27%) PostgreSQL
10 4 (7.27%) SQL Server 2008
10 4 (7.27%) SQL Server Analysis Services
Development Applications
1 6 (10.91%) Fiddler
2 4 (7.27%) Jenkins
3 3 (5.45%) Hudson
3 3 (5.45%) JBehave
3 3 (5.45%) JUnit
4 2 (3.64%) Eclipse
4 2 (3.64%) Git (software)
4 2 (3.64%) Mercurial
4 2 (3.64%) Talend Open Studio
5 1 (1.82%) Cucumber
5 1 (1.82%) gulp
5 1 (1.82%) JIRA
5 1 (1.82%) Maven
5 1 (1.82%) Selenium
5 1 (1.82%) Vagrant
5 1 (1.82%) webpack
General
1 9 (16.36%) Finance
2 5 (9.09%) Games
2 5 (9.09%) Marketing
3 4 (7.27%) Legal
3 4 (7.27%) Retail
4 2 (3.64%) Advertising
4 2 (3.64%) Aerospace
4 2 (3.64%) Banking
5 1 (1.82%) Investment Banking
Job Titles
1 15 (27.27%) Developer
2 10 (18.18%) Analyst
3 9 (16.36%) Big Data Developer
4 8 (14.55%) Data Analyst
5 6 (10.91%) Business Intelligence Manager
6 5 (9.09%) Customer Analyst
6 5 (9.09%) Customer Insight Analyst
6 5 (9.09%) Data Insight Analyst
6 5 (9.09%) Data Scientist
6 5 (9.09%) Head of Architecture
6 5 (9.09%) Head of Security
6 5 (9.09%) Insight Analyst
6 5 (9.09%) Insight Data Analyst
6 5 (9.09%) Java Developer
6 5 (9.09%) Senior Developer
6 5 (9.09%) Software Engineer
7 4 (7.27%) Business Manager
7 4 (7.27%) Data Engineer
7 4 (7.27%) Junior
7 4 (7.27%) Junior Developer
Libraries, Frameworks & Software Standards
1 8 (14.55%) Spring
1 8 (14.55%) Web Services
2 6 (10.91%) RESTful
3 5 (9.09%) .NET
3 5 (9.09%) CSS
3 5 (9.09%) HTML
3 5 (9.09%) Java EE
4 4 (7.27%) AngularJS
4 4 (7.27%) Kafka
5 3 (5.45%) Apache Flex
5 3 (5.45%) Hibernate
5 3 (5.45%) HornetQ
5 3 (5.45%) JAX-RS
5 3 (5.45%) JMS
5 3 (5.45%) Node.js
5 3 (5.45%) React
5 3 (5.45%) RESTEasy
5 3 (5.45%) Spring Boot
5 3 (5.45%) WireMock
6 2 (3.64%) Spark Streaming
Miscellaneous
1 5 (9.09%) Algorithms
1 5 (9.09%) Analytical Skills
1 5 (9.09%) BBC
1 5 (9.09%) Management Information System
2 3 (5.45%) Fintech
2 3 (5.45%) Greenfield Project
2 3 (5.45%) Mobile App
3 2 (3.64%) Computer Science
4 1 (1.82%) Fixed Income
4 1 (1.82%) Hedge funds
4 1 (1.82%) Private Cloud
Operating Systems
1 8 (14.55%) Linux
2 4 (7.27%) Unix
3 3 (5.45%) Android
3 3 (5.45%) Apple iOS
3 3 (5.45%) Kali Linux
3 3 (5.45%) Windows
Processes & Methodologies
1 25 (45.45%) Agile Software Development
2 22 (40.00%) Business Intelligence
3 19 (34.55%) Analytics
4 11 (20.00%) Data Analysis
4 11 (20.00%) ETL
5 9 (16.36%) Visualisation
6 8 (14.55%) Data Modelling
6 8 (14.55%) Validation
7 7 (12.73%) MapReduce
7 7 (12.73%) Software Engineering
7 7 (12.73%) Stakeholder Management
8 6 (10.91%) Continuous Integration
8 6 (10.91%) Data Visualisation
8 6 (10.91%) DevOps
8 6 (10.91%) Information Security
8 6 (10.91%) Machine Learning
8 6 (10.91%) Security Architecture
8 6 (10.91%) Stakeholder Engagement
8 6 (10.91%) Waterfall
9 5 (9.09%) Scrum
Programming Languages
1 28 (50.91%) SQL
2 20 (36.36%) Python
3 14 (25.45%) Java
4 9 (16.36%) R
5 7 (12.73%) Scala
6 6 (10.91%) Perl
7 4 (7.27%) JavaScript
7 4 (7.27%) T-SQL
8 2 (3.64%) PowerShell
9 1 (1.82%) Bash Shell
9 1 (1.82%) ES6
9 1 (1.82%) PL/SQL
9 1 (1.82%) Ruby
9 1 (1.82%) VBA
9 1 (1.82%) XPath
9 1 (1.82%) XQuery
Qualifications
1 10 (18.18%) Degree
2 5 (9.09%) CISSP
2 5 (9.09%) ISSEP
2 5 (9.09%) Master's Degree
3 1 (1.82%) SC Cleared
3 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 6 (10.91%) ISO/IEC 27001
2 5 (9.09%) NIST 800
System Software
1 5 (9.09%) VMware ESXi
2 4 (7.27%) Docker
3 2 (3.64%) HDFS
4 1 (1.82%) Apache ZooKeeper
Systems Management
1 6 (10.91%) HP Fortify
1 6 (10.91%) Nessus
2 5 (9.09%) Oozie
3 1 (1.82%) Ansible
3 1 (1.82%) Mesos
3 1 (1.82%) Opscode Chef
3 1 (1.82%) Puppet
Vendors
1 9 (16.36%) SAP
1 9 (16.36%) Tableau
2 7 (12.73%) Veracode
3 6 (10.91%) HP
3 6 (10.91%) Microsoft
3 6 (10.91%) NetApp
3 6 (10.91%) Oracle
4 4 (7.27%) Zoomdata
5 2 (3.64%) Cloudera
5 2 (3.64%) Talend
6 1 (1.82%) Black Duck
6 1 (1.82%) IBM
6 1 (1.82%) MuleSoft
6 1 (1.82%) TIBCO
6 1 (1.82%) WSO2