Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 245 281 262
Rank change year-on-year +36 -19 +8
Permanent jobs citing Hadoop 52 49 92
As % of all permanent IT jobs advertised in the West Midlands 0.60% 0.49% 0.78%
As % of the Database & Business Intelligence category 2.32% 1.65% 2.90%
Number of salaries quoted 32 42 56
West Midlands median annual salary £60,000 £47,500 £60,000
Median salary % change year-on-year +26.32% -20.83% +20.00%
10th Percentile £28,675 £36,250 £43,125
90th Percentile £85,000 £77,250 £82,500
England median annual salary £70,000 £62,500 £62,500
% change year-on-year +12.00% - -3.85%

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 2,244 2,962 3,177
As % of all permanent IT jobs advertised in the West Midlands 26.02% 29.89% 26.90%
Number of salaries quoted 1,818 2,588 2,647
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,175 £26,000 £22,750
90th Percentile £63,750 £60,000 £58,750
England median annual salary £50,000 £50,000 £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 18 October 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 18 October 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 +15 24 £60,000 -14.29% 1
Coventry +12 15 £57,500 +12.20%
Warwickshire +37 7 £80,000 +68.42%
Shropshire +17 3 - - 3
Hadoop
England

For the 6 months to 18 October 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 27 (51.92%) Python
1 27 (51.92%) Apache Spark
2 26 (50.00%) Analytics
3 25 (48.08%) R
4 24 (46.15%) Tableau
5 22 (42.31%) Agile Software Development
6 21 (40.38%) Machine Learning
7 20 (38.46%) Big Data
7 20 (38.46%) Data Visualisation
7 20 (38.46%) Visualisation
8 19 (36.54%) Data Science
9 17 (32.69%) ETL
10 16 (30.77%) Java
10 16 (30.77%) Power BI
11 15 (28.85%) Natural Language Processing
11 15 (28.85%) Microsoft Azure
11 15 (28.85%) Statistics
12 14 (26.92%) Business Intelligence
13 13 (25.00%) Oracle
13 13 (25.00%) Apache
13 13 (25.00%) Predictive Modelling
13 13 (25.00%) Data Protection Act
13 13 (25.00%) Data Protection
13 13 (25.00%) Impala
13 13 (25.00%) Data Munging
13 13 (25.00%) Time Series Forecasting
13 13 (25.00%) Data Engineering
13 13 (25.00%) Collaborative Working
14 12 (23.08%) Open Source
15 11 (21.15%) QlikView

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 (51.92%) Apache Spark
2 13 (25.00%) Apache
3 3 (5.77%) SAS
4 1 (1.92%) Tomcat
4 1 (1.92%) WebLogic
Cloud Services
1 15 (28.85%) Microsoft Azure
2 7 (13.46%) PaaS
2 7 (13.46%) SaaS
3 5 (9.62%) Azure Data Factory
4 4 (7.69%) Amazon AWS
Database & Business Intelligence
1 20 (38.46%) Big Data
2 16 (30.77%) Power BI
3 13 (25.00%) Impala
4 11 (21.15%) QlikView
5 9 (17.31%) SQL Server
6 7 (13.46%) Azure SQL Database
6 7 (13.46%) Blockchain
6 7 (13.46%) Data Lake
6 7 (13.46%) Enterprise Data Warehouse
6 7 (13.46%) Qlik Sense
6 7 (13.46%) SQL Server Integration Services
6 7 (13.46%) SQL Server Reporting Services
7 6 (11.54%) NoSQL
8 5 (9.62%) Azure SQL Data Warehouse
8 5 (9.62%) Data Warehouse
8 5 (9.62%) HDInsight
8 5 (9.62%) MongoDB
8 5 (9.62%) SQL Server 2012
8 5 (9.62%) SQL Server 2014
8 5 (9.62%) SQL Server Analysis Services
Development Applications
1 6 (11.54%) Git (software)
1 6 (11.54%) Jenkins
2 2 (3.85%) Team Foundation Server
3 1 (1.92%) Cucumber
3 1 (1.92%) Eclipse
3 1 (1.92%) FitNesse
3 1 (1.92%) IntelliJ
3 1 (1.92%) JBehave
3 1 (1.92%) JMeter
3 1 (1.92%) JUnit
3 1 (1.92%) LoadUI
3 1 (1.92%) Maven
3 1 (1.92%) Mockito
3 1 (1.92%) NetBeans
3 1 (1.92%) Selenium
3 1 (1.92%) SoapUI
3 1 (1.92%) Subversion
General
1 5 (9.62%) Advertising
2 2 (3.85%) Digital Economy
2 2 (3.85%) Law
2 2 (3.85%) Marketing
2 2 (3.85%) Retail
3 1 (1.92%) Automotive
3 1 (1.92%) Finance
3 1 (1.92%) Manufacturing
Job Titles
1 18 (34.62%) Data Scientist
2 13 (25.00%) Junior
2 13 (25.00%) Junior Data Scientist
3 11 (21.15%) Architect
4 10 (19.23%) Consultant
5 9 (17.31%) Solutions Architect
6 8 (15.38%) Data Engineer
7 7 (13.46%) Senior Data Scientist
8 6 (11.54%) Data Consultant
9 5 (9.62%) Hadoop Engineer
10 3 (5.77%) Business Consultant
10 3 (5.77%) Business Intelligence Consultant
10 3 (5.77%) Insight Consultant
10 3 (5.77%) Transformation Consultant
11 2 (3.85%) Administrator
11 2 (3.85%) Data Architect
11 2 (3.85%) Data Warehouse Consultant
11 2 (3.85%) Graduate
11 2 (3.85%) Graduate Consultant
11 2 (3.85%) Systems Administrator
Libraries, Frameworks & Software Standards
1 15 (28.85%) Natural Language Processing
2 11 (21.15%) AngularJS
3 10 (19.23%) Node.js
4 9 (17.31%) Kafka
5 8 (15.38%) .NET
5 8 (15.38%) HTML
5 8 (15.38%) HTML5
6 7 (13.46%) jQuery
6 7 (13.46%) Twitter Bootstrap
7 3 (5.77%) Express
7 3 (5.77%) MEAN Stack
8 2 (3.85%) Spring
9 1 (1.92%) .NET Core
9 1 (1.92%) CSS
9 1 (1.92%) JMS
9 1 (1.92%) LESS
9 1 (1.92%) Middleware
9 1 (1.92%) RESTful
9 1 (1.92%) Sass
9 1 (1.92%) SOAP
Miscellaneous
1 13 (25.00%) Data Protection Act
2 5 (9.62%) Driving Licence
3 3 (5.77%) Management Information System
4 2 (3.85%) Algorithms
4 2 (3.85%) Analytical Skills
4 2 (3.85%) Clustering
4 2 (3.85%) Self-Motivation
4 2 (3.85%) Taxonomies
5 1 (1.92%) Computer Science
5 1 (1.92%) Greenfield Project
5 1 (1.92%) Industry 4.0
5 1 (1.92%) Mobile App
5 1 (1.92%) NHS
5 1 (1.92%) SCADA
Operating Systems
1 2 (3.85%) Linux
1 2 (3.85%) Oracle Linux
1 2 (3.85%) Red Hat Enterprise Linux
1 2 (3.85%) SUSE
Processes & Methodologies
1 26 (50.00%) Analytics
2 22 (42.31%) Agile Software Development
3 21 (40.38%) Machine Learning
4 20 (38.46%) Data Visualisation
4 20 (38.46%) Visualisation
5 19 (36.54%) Data Science
6 17 (32.69%) ETL
7 15 (28.85%) Statistics
8 14 (26.92%) Business Intelligence
9 13 (25.00%) Collaborative Working
9 13 (25.00%) Data Engineering
9 13 (25.00%) Data Munging
9 13 (25.00%) Data Protection
9 13 (25.00%) Predictive Modelling
9 13 (25.00%) Time Series Forecasting
10 12 (23.08%) Open Source
11 10 (19.23%) TOGAF
12 9 (17.31%) Conceptual Models
12 9 (17.31%) Data Development
12 9 (17.31%) SDLC
Programming Languages
1 27 (51.92%) Python
2 25 (48.08%) R
3 16 (30.77%) Java
4 11 (21.15%) SQL
5 8 (15.38%) JavaScript
6 5 (9.62%) Scala
7 1 (1.92%) C
7 1 (1.92%) C#
7 1 (1.92%) C++
7 1 (1.92%) Delphi
7 1 (1.92%) Java 8
7 1 (1.92%) Ruby
Qualifications
1 7 (13.46%) Degree
1 7 (13.46%) Security Cleared
2 3 (5.77%) PhD
3 2 (3.85%) SC Cleared
4 1 (1.92%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.85%) Data Quality
System Software
1 7 (13.46%) Docker
2 5 (9.62%) HDFS
3 2 (3.85%) GFS2
Vendors
1 24 (46.15%) Tableau
2 13 (25.00%) Oracle
3 9 (17.31%) Informatica
3 9 (17.31%) Talend
4 7 (13.46%) Cloudera
4 7 (13.46%) Microsoft
4 7 (13.46%) Xamarin
5 3 (5.77%) Google
5 3 (5.77%) Twitter
6 2 (3.85%) MuleSoft
6 2 (3.85%) Red Hat
6 2 (3.85%) Splunk