Period
to 25 February 2018

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

Apache Hadoop
England > West Midlands
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 281 233 226
Rank change year-on-year -48 -7 +71
Permanent jobs citing Hadoop 28 82 104
As % of all permanent IT jobs advertised in the West Midlands 0.29% 0.80% 0.94%
As % of the Database & Business Intelligence category 1.01% 2.85% 3.20%
Number of salaries quoted 27 57 66
West Midlands median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -28.13%
10th Percentile £40,800 £39,000 £38,750
90th Percentile £80,000 £72,500 £70,000
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 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 2,766 2,875 3,246
As % of all permanent IT jobs advertised in the West Midlands 28.31% 28.13% 29.22%
Number of salaries quoted 2,282 2,439 2,785
West Midlands median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +4.00%
10th Percentile £26,250 £26,000 £25,750
90th Percentile £60,250 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 25 February 2018.

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 25 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
Birmingham -27 16 £60,000 -4.00% 3
Halesowen - 4 £42,500 -
Coventry -12 3 £44,000 - 3
Worcestershire - 3 £67,500 -
Warwickshire -15 1 £27,500 -31.25% 2
Solihull - 1 £60,000 -
Hadoop
England

For the 6 months to 25 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 West Midlands region with a requirement for Hadoop.

1 23 (82.14%) Analytics
2 18 (64.29%) Apache Spark
3 16 (57.14%) SQL
4 13 (46.43%) SQL Server
4 13 (46.43%) ETL
4 13 (46.43%) Business Intelligence
5 12 (42.86%) Visualisation
6 11 (39.29%) Data Visualisation
6 11 (39.29%) Big Data
7 10 (35.71%) Apache Hive
7 10 (35.71%) Data Modelling
8 9 (32.14%) MySQL
9 8 (28.57%) Python
9 8 (28.57%) Finance
9 8 (28.57%) Microsoft Azure
9 8 (28.57%) Data Science
10 7 (25.00%) Algorithms
10 7 (25.00%) Sqoop
10 7 (25.00%) Cloudera
10 7 (25.00%) HDFS
10 7 (25.00%) Agile Software Development
10 7 (25.00%) Data Architecture
11 6 (21.43%) Data Analysis
11 6 (21.43%) Microsoft
11 6 (21.43%) CSS
11 6 (21.43%) HTML
11 6 (21.43%) Java
11 6 (21.43%) Relational Database
11 6 (21.43%) Data Analytics
11 6 (21.43%) MongoDB

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 18 (64.29%) Apache Spark
2 4 (14.29%) Apache
2 4 (14.29%) Apache Solr
3 2 (7.14%) JBoss
3 2 (7.14%) Oracle SOA Suite
3 2 (7.14%) SharePoint
4 1 (3.57%) Apache Pig
4 1 (3.57%) Elasticsearch
4 1 (3.57%) SAS
4 1 (3.57%) WebLogic
4 1 (3.57%) WebSphere
4 1 (3.57%) WildFly
4 1 (3.57%) WordPress
Applications
1 1 (3.57%) Microsoft Excel
1 1 (3.57%) Microsoft Office
1 1 (3.57%) Microsoft PowerPoint
Business Applications
1 1 (3.57%) Dynamics CRM
Cloud Services
1 8 (28.57%) Microsoft Azure
2 4 (14.29%) Azure Data Factory
3 2 (7.14%) Amazon AWS
3 2 (7.14%) Google Cloud Platform
4 1 (3.57%) AWS Lambda
4 1 (3.57%) Cortana Intelligence Suite
4 1 (3.57%) SaaS
4 1 (3.57%) Serverless
Database & Business Intelligence
1 13 (46.43%) SQL Server
2 11 (39.29%) Big Data
3 10 (35.71%) Apache Hive
4 9 (32.14%) MySQL
5 7 (25.00%) Sqoop
6 6 (21.43%) Data Lake
6 6 (21.43%) MongoDB
6 6 (21.43%) Power BI
6 6 (21.43%) Relational Database
7 5 (17.86%) Azure SQL Database
7 5 (17.86%) SQL Server Analysis Services
7 5 (17.86%) SQL Server Integration Services
7 5 (17.86%) SQL Server Reporting Services
8 4 (14.29%) Azure SQL Data Warehouse
8 4 (14.29%) HDInsight
8 4 (14.29%) NoSQL
8 4 (14.29%) RDBMS
8 4 (14.29%) SQL Server 2012
8 4 (14.29%) SQL Server 2014
9 3 (10.71%) Data Warehouse
Development Applications
1 3 (10.71%) Git (software)
1 3 (10.71%) Jenkins
2 2 (7.14%) Bitbucket
2 2 (7.14%) Maven
3 1 (3.57%) Eclipse
3 1 (3.57%) ERwin
3 1 (3.57%) JBehave
3 1 (3.57%) JIRA
3 1 (3.57%) JUnit
3 1 (3.57%) Mockito
3 1 (3.57%) SonarQube
3 1 (3.57%) TestNG
3 1 (3.57%) Visual Studio
General
1 8 (28.57%) Finance
2 5 (17.86%) Advertising
3 4 (14.29%) Games
3 4 (14.29%) Marketing
4 2 (7.14%) Automotive
4 2 (7.14%) Financial Institution
5 1 (3.57%) Banking
5 1 (3.57%) Retail
Job Titles
1 8 (28.57%) Data Engineer
2 7 (25.00%) Consultant
3 5 (17.86%) Analyst
3 5 (17.86%) Business Consultant
3 5 (17.86%) Business Intelligence Consultant
3 5 (17.86%) Data Analyst
3 5 (17.86%) Developer
4 4 (14.29%) Big Data Engineer
4 4 (14.29%) Customer Analyst
4 4 (14.29%) Customer Insight Analyst
4 4 (14.29%) Data Insight Analyst
4 4 (14.29%) Insight Analyst
4 4 (14.29%) Insight Data Analyst
4 4 (14.29%) Senior Business Consultant
4 4 (14.29%) Senior Business Intelligence Consultant
4 4 (14.29%) Senior Consultant
5 2 (7.14%) Big Data Developer
5 2 (7.14%) Data Consultant
5 2 (7.14%) Hadoop Developer
5 2 (7.14%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 6 (21.43%) CSS
1 6 (21.43%) HTML
2 5 (17.86%) Kafka
3 3 (10.71%) Spring
4 2 (7.14%) Java EE
4 2 (7.14%) Samza
4 2 (7.14%) XML
5 1 (3.57%) .NET
5 1 (3.57%) Akka
5 1 (3.57%) CORBA
5 1 (3.57%) Hibernate
5 1 (3.57%) Lucene
5 1 (3.57%) OAuth2
5 1 (3.57%) Play Framework
5 1 (3.57%) Spark Streaming
5 1 (3.57%) Spring Boot
5 1 (3.57%) Twitter Bootstrap
5 1 (3.57%) XHTML
5 1 (3.57%) XSL
5 1 (3.57%) XSLT
Miscellaneous
1 7 (25.00%) Algorithms
2 5 (17.86%) Analytical Skills
3 4 (14.29%) BBC
3 4 (14.29%) Driving Licence
4 2 (7.14%) Computer Science
5 1 (3.57%) Blog
5 1 (3.57%) Fintech
5 1 (3.57%) Greenfield Project
5 1 (3.57%) Mobile App
5 1 (3.57%) User Experience
Operating Systems
1 3 (10.71%) Linux
1 3 (10.71%) Mac OS X
1 3 (10.71%) Windows
2 1 (3.57%) Android
2 1 (3.57%) Apple iOS
Processes & Methodologies
1 23 (82.14%) Analytics
2 13 (46.43%) Business Intelligence
2 13 (46.43%) ETL
3 12 (42.86%) Visualisation
4 11 (39.29%) Data Visualisation
5 10 (35.71%) Data Modelling
6 8 (28.57%) Data Science
7 7 (25.00%) Agile Software Development
7 7 (25.00%) Data Architecture
8 6 (21.43%) Data Analysis
8 6 (21.43%) Data Analytics
9 5 (17.86%) CRM
9 5 (17.86%) Data Transformation
9 5 (17.86%) MapReduce
9 5 (17.86%) Open Source
10 4 (14.29%) Commercial Data Analysis
10 4 (14.29%) Customer Analytics
10 4 (14.29%) Customer Engagement
10 4 (14.29%) Monetization
10 4 (14.29%) Statistics
Programming Languages
1 16 (57.14%) SQL
2 8 (28.57%) Python
3 6 (21.43%) Java
4 3 (10.71%) R
5 2 (7.14%) JavaScript
5 2 (7.14%) Scala
5 2 (7.14%) XPath
6 1 (3.57%) C
6 1 (3.57%) C#
6 1 (3.57%) C++
6 1 (3.57%) MATLAB
6 1 (3.57%) PHP
6 1 (3.57%) VB
6 1 (3.57%) VB.NET
Qualifications
1 4 (14.29%) Security Cleared
2 3 (10.71%) Degree
2 3 (10.71%) DV Cleared
3 2 (7.14%) Computer Science Degree
4 1 (3.57%) PhD
4 1 (3.57%) SC Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
1 2 (7.14%) QA
System Software
1 7 (25.00%) HDFS
2 3 (10.71%) Apache Flume
3 2 (7.14%) Apache ZooKeeper
4 1 (3.57%) Docker
Systems Management
1 4 (14.29%) Oozie
2 2 (7.14%) Hadoop YARN
3 1 (3.57%) Marathon
Vendors
1 7 (25.00%) Cloudera
2 6 (21.43%) Microsoft
3 5 (17.86%) Oracle
3 5 (17.86%) Talend
4 3 (10.71%) Tableau
5 1 (3.57%) Birst
5 1 (3.57%) Cognos
5 1 (3.57%) Google
5 1 (3.57%) Teradata
5 1 (3.57%) Vertica