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

Apache Hadoop
England > West Midlands
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 253 264 226
Rank change year-on-year +11 -38 +75
Permanent jobs citing Hadoop 50 59 135
As % of all permanent IT jobs advertised in the West Midlands 0.52% 0.60% 1.10%
As % of the Database & Business Intelligence category 2.01% 2.02% 4.14%
Number of salaries quoted 48 43 84
West Midlands median annual salary £60,000 £55,000 £57,500
Median salary % change year-on-year +9.09% -4.35% -
10th Percentile £42,000 £44,250 £38,750
90th Percentile £82,375 £74,000 £70,000
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% -

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 2,484 2,927 3,261
As % of all permanent IT jobs advertised in the West Midlands 26.06% 29.81% 26.65%
Number of salaries quoted 2,023 2,550 2,749
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,000 £26,000 £23,500
90th Percentile £61,250 £58,025 £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 25 June 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 June 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 -19 34 £60,000 - 3
Coventry -5 7 £44,000 -
Warwickshire +12 6 £80,000 +68.42% 2
Worcestershire - 2 £67,500 -
Hadoop
England

For the 6 months to 25 June 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 36 (72.00%) Analytics
2 27 (54.00%) Big Data
3 24 (48.00%) Apache Spark
3 24 (48.00%) SQL
4 22 (44.00%) Business Intelligence
4 22 (44.00%) Microsoft Azure
5 21 (42.00%) ETL
6 20 (40.00%) Java
7 18 (36.00%) Power BI
8 16 (32.00%) SQL Server
9 15 (30.00%) Python
10 14 (28.00%) Apache
10 14 (28.00%) Microsoft
10 14 (28.00%) Oracle
10 14 (28.00%) SQL Server Integration Services
10 14 (28.00%) HDFS
11 13 (26.00%) Data Lake
11 13 (26.00%) Azure Data Factory
11 13 (26.00%) Azure SQL Data Warehouse
11 13 (26.00%) HDInsight
11 13 (26.00%) SQL Server Reporting Services
11 13 (26.00%) SQL Server Analysis Services
11 13 (26.00%) Azure SQL Database
11 13 (26.00%) Agile Software Development
12 12 (24.00%) Advertising
12 12 (24.00%) MongoDB
12 12 (24.00%) Data Visualisation
12 12 (24.00%) Visualisation
12 12 (24.00%) Open Source
12 12 (24.00%) Driving Licence

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 24 (48.00%) Apache Spark
2 14 (28.00%) Apache
3 5 (10.00%) JBoss
3 5 (10.00%) Oracle SOA Suite
3 5 (10.00%) WildFly
4 2 (4.00%) Apache Pig
4 2 (4.00%) Apache Solr
4 2 (4.00%) Elasticsearch
Cloud Services
1 22 (44.00%) Microsoft Azure
2 13 (26.00%) Azure Data Factory
3 6 (12.00%) PaaS
3 6 (12.00%) SaaS
4 3 (6.00%) Amazon AWS
5 2 (4.00%) AWS Lambda
5 2 (4.00%) Google Cloud Platform
5 2 (4.00%) Serverless
Database & Business Intelligence
1 27 (54.00%) Big Data
2 18 (36.00%) Power BI
3 16 (32.00%) SQL Server
4 14 (28.00%) SQL Server Integration Services
5 13 (26.00%) Azure SQL Data Warehouse
5 13 (26.00%) Azure SQL Database
5 13 (26.00%) Data Lake
5 13 (26.00%) HDInsight
5 13 (26.00%) SQL Server Analysis Services
5 13 (26.00%) SQL Server Reporting Services
6 12 (24.00%) MongoDB
6 12 (24.00%) SQL Server 2012
6 12 (24.00%) SQL Server 2014
7 11 (22.00%) Apache Cassandra
8 10 (20.00%) NoSQL
9 9 (18.00%) Data Warehouse
10 8 (16.00%) MySQL
11 7 (14.00%) Enterprise Data Warehouse
12 6 (12.00%) Apache Hive
12 6 (12.00%) Qlik Sense
Development Applications
1 7 (14.00%) Git (software)
1 7 (14.00%) Jenkins
2 5 (10.00%) JBehave
2 5 (10.00%) Mockito
3 2 (4.00%) Bitbucket
3 2 (4.00%) JUnit
3 2 (4.00%) Maven
3 2 (4.00%) TestNG
General
1 12 (24.00%) Advertising
2 4 (8.00%) Finance
2 4 (8.00%) Retail
3 3 (6.00%) Automotive
4 2 (4.00%) Financial Institution
5 1 (2.00%) Law
5 1 (2.00%) Manufacturing
Job Titles
1 16 (32.00%) Consultant
2 14 (28.00%) Data Engineer
3 10 (20.00%) Data Consultant
3 10 (20.00%) Developer
4 7 (14.00%) Data Warehouse Consultant
4 7 (14.00%) Senior Consultant
4 7 (14.00%) Senior Developer
5 6 (12.00%) Architect
5 6 (12.00%) Azure Consultant
5 6 (12.00%) Hadoop Engineer
5 6 (12.00%) Solutions Architect
6 5 (10.00%) Business Consultant
6 5 (10.00%) Business Intelligence Consultant
7 4 (8.00%) Senior Business Consultant
7 4 (8.00%) Senior Business Intelligence Consultant
8 3 (6.00%) Big Data Engineer
8 3 (6.00%) Data Scientist
8 3 (6.00%) Java Developer
8 3 (6.00%) Senior Data Scientist
8 3 (6.00%) Senior Data Warehouse Consultant
Libraries, Frameworks & Software Standards
1 12 (24.00%) Kafka
2 9 (18.00%) AngularJS
2 9 (18.00%) Node.js
3 7 (14.00%) .NET
4 6 (12.00%) HTML
4 6 (12.00%) HTML5
4 6 (12.00%) jQuery
4 6 (12.00%) Spring
4 6 (12.00%) Twitter Bootstrap
5 5 (10.00%) Hibernate
5 5 (10.00%) Java EE
5 5 (10.00%) OAuth
5 5 (10.00%) OAuth2
5 5 (10.00%) RESTful
5 5 (10.00%) Spring Boot
6 3 (6.00%) Express
6 3 (6.00%) MEAN Stack
6 3 (6.00%) Natural Language Processing
7 2 (4.00%) Akka
7 2 (4.00%) Play Framework
Miscellaneous
1 12 (24.00%) Driving Licence
2 6 (12.00%) Mobile App
3 5 (10.00%) Algorithms
4 3 (6.00%) Analytical Skills
4 3 (6.00%) Computer Science
5 2 (4.00%) Fintech
5 2 (4.00%) User Experience
6 1 (2.00%) Greenfield Project
6 1 (2.00%) Industry 4.0
6 1 (2.00%) Management Information System
6 1 (2.00%) SCADA
6 1 (2.00%) Self-Motivation
Operating Systems
1 5 (10.00%) Android
1 5 (10.00%) Apple iOS
2 2 (4.00%) Linux
2 2 (4.00%) Mac OS X
2 2 (4.00%) Windows
Processes & Methodologies
1 36 (72.00%) Analytics
2 22 (44.00%) Business Intelligence
3 21 (42.00%) ETL
4 13 (26.00%) Agile Software Development
5 12 (24.00%) Data Analytics
5 12 (24.00%) Data Transformation
5 12 (24.00%) Data Visualisation
5 12 (24.00%) Open Source
5 12 (24.00%) Visualisation
6 10 (20.00%) Continuous Integration
7 9 (18.00%) Data Development
8 8 (16.00%) Enterprise Architecture
8 8 (16.00%) Machine Learning
8 8 (16.00%) Mathematics
8 8 (16.00%) Software Engineering
9 7 (14.00%) BDD
9 7 (14.00%) Conceptual Models
9 7 (14.00%) Data Modelling
9 7 (14.00%) Scrum
9 7 (14.00%) TDD
Programming Languages
1 24 (48.00%) SQL
2 20 (40.00%) Java
3 15 (30.00%) Python
4 9 (18.00%) R
4 9 (18.00%) Scala
5 6 (12.00%) JavaScript
6 1 (2.00%) C
6 1 (2.00%) C#
6 1 (2.00%) C++
6 1 (2.00%) Delphi
6 1 (2.00%) HiveQL
6 1 (2.00%) Ruby
6 1 (2.00%) T-SQL
Qualifications
1 9 (18.00%) Degree
2 5 (10.00%) PhD
3 3 (6.00%) Computer Science Degree
3 3 (6.00%) Security Cleared
4 2 (4.00%) DV Cleared
Quality Assurance & Compliance
1 2 (4.00%) QA
2 1 (2.00%) Data Quality
System Software
1 14 (28.00%) HDFS
2 11 (22.00%) Docker
3 2 (4.00%) Apache Flume
3 2 (4.00%) Apache ZooKeeper
Systems Management
1 3 (6.00%) Marathon
2 2 (4.00%) Hadoop YARN
Vendors
1 14 (28.00%) Microsoft
1 14 (28.00%) Oracle
2 10 (20.00%) Talend
3 9 (18.00%) Cloudera
4 8 (16.00%) Tableau
5 6 (12.00%) Informatica
5 6 (12.00%) Xamarin
6 3 (6.00%) Google
6 3 (6.00%) Twitter
7 2 (4.00%) Vertica
8 1 (2.00%) Hortonworks