Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 242 267 251
Rank change year-on-year +25 -16 +34
Permanent jobs citing Hadoop 54 51 96
As % of all permanent IT jobs advertised in the West Midlands 0.60% 0.51% 0.80%
As % of the Database & Business Intelligence category 2.33% 1.70% 3.06%
Number of salaries quoted 39 48 57
West Midlands median annual salary £60,000 £53,750 £60,000
Median salary % change year-on-year +11.63% -10.42% +17.07%
10th Percentile £38,500 £36,250 £44,000
90th Percentile £85,000 £75,000 £86,500
England median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - -1.57%

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 2,314 3,000 3,139
As % of all permanent IT jobs advertised in the West Midlands 25.55% 30.10% 26.25%
Number of salaries quoted 1,885 2,638 2,608
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,500 £26,250 £23,000
90th Percentile £61,720 £58,750 £58,750
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 20 August 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 20 August 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 0 27 £60,000 - 5
Coventry +8 15 £44,000 -41.33% 2
Warwickshire +26 7 £80,000 +68.42% 1
Shropshire +16 2 - - 2
Hadoop
England

For the 6 months to 20 August 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 31 (57.41%) Analytics
2 27 (50.00%) Apache Spark
3 26 (48.15%) Big Data
4 22 (40.74%) SQL
5 21 (38.89%) Java
5 21 (38.89%) Python
5 21 (38.89%) Business Intelligence
6 20 (37.04%) Agile Software Development
6 20 (37.04%) Microsoft Azure
7 19 (35.19%) R
8 18 (33.33%) Tableau
8 18 (33.33%) Power BI
9 17 (31.48%) Data Visualisation
9 17 (31.48%) Visualisation
9 17 (31.48%) ETL
9 17 (31.48%) Oracle
10 15 (27.78%) Machine Learning
11 14 (25.93%) SQL Server
11 14 (25.93%) Apache
12 13 (24.07%) Microsoft
12 13 (24.07%) Data Science
13 12 (22.22%) Docker
13 12 (22.22%) Data Analytics
13 12 (22.22%) SQL Server Integration Services
14 11 (20.37%) SQL Server Reporting Services
14 11 (20.37%) Continuous Integration
14 11 (20.37%) SQL Server Analysis Services
14 11 (20.37%) AngularJS
14 11 (20.37%) Open Source
14 11 (20.37%) Azure SQL Database

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 27 (50.00%) Apache Spark
2 14 (25.93%) Apache
3 5 (9.26%) JBoss
3 5 (9.26%) Oracle SOA Suite
3 5 (9.26%) WildFly
4 2 (3.70%) SAS
5 1 (1.85%) Apache Pig
5 1 (1.85%) Elasticsearch
5 1 (1.85%) Tomcat
5 1 (1.85%) WebLogic
Cloud Services
1 20 (37.04%) Microsoft Azure
2 11 (20.37%) Azure Data Factory
3 7 (12.96%) PaaS
3 7 (12.96%) SaaS
4 3 (5.56%) Amazon AWS
5 1 (1.85%) AWS Lambda
5 1 (1.85%) Google Cloud Platform
5 1 (1.85%) Serverless
Database & Business Intelligence
1 26 (48.15%) Big Data
2 18 (33.33%) Power BI
3 14 (25.93%) SQL Server
4 12 (22.22%) SQL Server Integration Services
5 11 (20.37%) Azure SQL Data Warehouse
5 11 (20.37%) Azure SQL Database
5 11 (20.37%) HDInsight
5 11 (20.37%) SQL Server Analysis Services
5 11 (20.37%) SQL Server Reporting Services
6 10 (18.52%) Apache Cassandra
6 10 (18.52%) Data Lake
6 10 (18.52%) Impala
6 10 (18.52%) SQL Server 2012
6 10 (18.52%) SQL Server 2014
7 9 (16.67%) Data Warehouse
7 9 (16.67%) MongoDB
7 9 (16.67%) NoSQL
8 8 (14.81%) Enterprise Data Warehouse
8 8 (14.81%) MySQL
8 8 (14.81%) QlikView
Development Applications
1 7 (12.96%) Git (software)
1 7 (12.96%) Jenkins
2 6 (11.11%) JBehave
2 6 (11.11%) Mockito
3 2 (3.70%) JUnit
3 2 (3.70%) Maven
3 2 (3.70%) Team Foundation Server
4 1 (1.85%) Bitbucket
4 1 (1.85%) Cucumber
4 1 (1.85%) Eclipse
4 1 (1.85%) FitNesse
4 1 (1.85%) IntelliJ
4 1 (1.85%) JMeter
4 1 (1.85%) LoadUI
4 1 (1.85%) NetBeans
4 1 (1.85%) Selenium
4 1 (1.85%) SoapUI
4 1 (1.85%) Subversion
4 1 (1.85%) TestNG
General
1 10 (18.52%) Advertising
2 5 (9.26%) Retail
3 2 (3.70%) Law
4 1 (1.85%) Automotive
4 1 (1.85%) Finance
4 1 (1.85%) Financial Institution
4 1 (1.85%) Manufacturing
4 1 (1.85%) Marketing
Job Titles
1 13 (24.07%) Consultant
1 13 (24.07%) Data Scientist
2 9 (16.67%) Data Consultant
2 9 (16.67%) Developer
2 9 (16.67%) Junior
2 9 (16.67%) Junior Data Scientist
3 8 (14.81%) Architect
3 8 (14.81%) Data Engineer
3 8 (14.81%) Solutions Architect
4 7 (12.96%) Data Warehouse Consultant
4 7 (12.96%) Senior Data Scientist
4 7 (12.96%) Senior Developer
5 6 (11.11%) Azure Consultant
6 5 (9.26%) Hadoop Engineer
7 3 (5.56%) Business Consultant
7 3 (5.56%) Business Intelligence Consultant
7 3 (5.56%) Senior Consultant
7 3 (5.56%) Senior Data Warehouse Consultant
8 2 (3.70%) Administrator
8 2 (3.70%) Systems Administrator
Libraries, Frameworks & Software Standards
1 11 (20.37%) AngularJS
1 11 (20.37%) Natural Language Processing
2 10 (18.52%) Node.js
3 9 (16.67%) Kafka
4 8 (14.81%) .NET
4 8 (14.81%) HTML
4 8 (14.81%) HTML5
5 7 (12.96%) jQuery
5 7 (12.96%) Spring
5 7 (12.96%) Twitter Bootstrap
6 6 (11.11%) RESTful
7 5 (9.26%) Hibernate
7 5 (9.26%) Java EE
7 5 (9.26%) OAuth
7 5 (9.26%) OAuth2
7 5 (9.26%) Spring Boot
8 3 (5.56%) Express
8 3 (5.56%) MEAN Stack
9 1 (1.85%) Akka
9 1 (1.85%) Play Framework
Miscellaneous
1 10 (18.52%) Driving Licence
2 9 (16.67%) Data Protection Act
3 6 (11.11%) Mobile App
4 2 (3.70%) Algorithms
4 2 (3.70%) Clustering
4 2 (3.70%) Computer Science
5 1 (1.85%) Analytical Skills
5 1 (1.85%) Fintech
5 1 (1.85%) Greenfield Project
5 1 (1.85%) Industry 4.0
5 1 (1.85%) Management Information System
5 1 (1.85%) SCADA
5 1 (1.85%) Self-Motivation
5 1 (1.85%) User Experience
Operating Systems
1 5 (9.26%) Android
1 5 (9.26%) Apple iOS
2 2 (3.70%) Linux
2 2 (3.70%) Oracle Linux
2 2 (3.70%) Red Hat Enterprise Linux
2 2 (3.70%) SUSE
Processes & Methodologies
1 31 (57.41%) Analytics
2 21 (38.89%) Business Intelligence
3 20 (37.04%) Agile Software Development
4 17 (31.48%) Data Visualisation
4 17 (31.48%) ETL
4 17 (31.48%) Visualisation
5 15 (27.78%) Machine Learning
6 13 (24.07%) Data Science
7 12 (22.22%) Data Analytics
8 11 (20.37%) Continuous Integration
8 11 (20.37%) Open Source
9 10 (18.52%) Statistics
10 9 (16.67%) Collaborative Working
10 9 (16.67%) Data Development
10 9 (16.67%) Data Engineering
10 9 (16.67%) Data Munging
10 9 (16.67%) Data Protection
10 9 (16.67%) Mathematics
10 9 (16.67%) Predictive Modelling
10 9 (16.67%) Time Series Forecasting
Programming Languages
1 22 (40.74%) SQL
2 21 (38.89%) Java
2 21 (38.89%) Python
3 19 (35.19%) R
4 8 (14.81%) JavaScript
5 7 (12.96%) Scala
6 1 (1.85%) C
6 1 (1.85%) C#
6 1 (1.85%) C++
6 1 (1.85%) Delphi
6 1 (1.85%) HiveQL
6 1 (1.85%) Java 8
6 1 (1.85%) Ruby
6 1 (1.85%) T-SQL
Qualifications
1 10 (18.52%) Degree
2 4 (7.41%) PhD
2 4 (7.41%) Security Cleared
3 2 (3.70%) Computer Science Degree
3 2 (3.70%) SC Cleared
Quality Assurance & Compliance
1 1 (1.85%) Data Quality
1 1 (1.85%) QA
System Software
1 12 (22.22%) Docker
2 11 (20.37%) HDFS
3 2 (3.70%) GFS2
4 1 (1.85%) Apache ZooKeeper
Systems Management
1 3 (5.56%) Marathon
2 1 (1.85%) Hadoop YARN
Vendors
1 18 (33.33%) Tableau
2 17 (31.48%) Oracle
3 13 (24.07%) Microsoft
4 7 (12.96%) Cloudera
4 7 (12.96%) Informatica
4 7 (12.96%) Talend
4 7 (12.96%) Xamarin
5 3 (5.56%) Google
5 3 (5.56%) Twitter
6 2 (3.70%) Red Hat
6 2 (3.70%) Splunk
7 1 (1.85%) Hortonworks
7 1 (1.85%) Vertica