Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 237 285 268
Rank change year-on-year +48 -17 -16
Permanent jobs citing Hadoop 51 35 62
As % of all permanent IT jobs advertised in the West Midlands 0.62% 0.35% 0.56%
As % of the Database & Business Intelligence category 2.45% 1.19% 2.06%
Number of salaries quoted 31 32 46
West Midlands median annual salary £52,500 £43,000 £62,500
Median salary % change year-on-year +22.09% -31.20% +13.64%
10th Percentile £24,250 £27,250 £37,500
90th Percentile £85,000 £75,000 £72,500
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 2,083 2,950 3,012
As % of all permanent IT jobs advertised in the West Midlands 25.27% 29.54% 27.13%
Number of salaries quoted 1,690 2,524 2,501
West Midlands median annual salary £42,500 £40,000 £39,323
Median salary % change year-on-year +6.25% +1.72% +4.86%
10th Percentile £26,750 £26,250 £23,750
90th Percentile £65,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 10 December 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 10 December 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 +21 23 £46,250 -26.00% 7
Coventry +28 15 £57,500 +12.20%
Warwickshire +35 8 £60,000 +60.00% 1
Shropshire +5 3 - -
Hadoop
England

For the 6 months to 10 December 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 (52.94%) Agile Software Development
2 25 (49.02%) Tableau
2 25 (49.02%) Machine Learning
2 25 (49.02%) Apache Spark
2 25 (49.02%) Data Science
3 23 (45.10%) Big Data
4 22 (43.14%) Analytics
5 21 (41.18%) Microsoft Azure
5 21 (41.18%) Python
6 19 (37.25%) R
7 16 (31.37%) Power BI
7 16 (31.37%) Statistics
8 15 (29.41%) Java
8 15 (29.41%) Business Intelligence
8 15 (29.41%) SDLC
8 15 (29.41%) Data Visualisation
8 15 (29.41%) Visualisation
9 14 (27.45%) Apache
9 14 (27.45%) Degree
10 13 (25.49%) Data Protection Act
10 13 (25.49%) Artificial Intelligence
10 13 (25.49%) Oracle
10 13 (25.49%) Natural Language Processing
10 13 (25.49%) Predictive Modelling
10 13 (25.49%) Data Protection
10 13 (25.49%) Data Engineering
10 13 (25.49%) Time Series Forecasting
10 13 (25.49%) Impala
10 13 (25.49%) Data Munging
10 13 (25.49%) Collaborative Working

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 25 (49.02%) Apache Spark
2 14 (27.45%) Apache
3 3 (5.88%) SAS
4 1 (1.96%) Tomcat
4 1 (1.96%) WebLogic
Cloud Services
1 21 (41.18%) Microsoft Azure
2 12 (23.53%) Amazon AWS
3 7 (13.73%) PaaS
3 7 (13.73%) SaaS
4 6 (11.76%) Google Cloud Platform
5 5 (9.80%) Azure Data Factory
Database & Business Intelligence
1 23 (45.10%) Big Data
2 16 (31.37%) Power BI
3 13 (25.49%) Impala
4 12 (23.53%) QlikView
5 9 (17.65%) SQL Server
6 7 (13.73%) Azure SQL Database
6 7 (13.73%) Blockchain
6 7 (13.73%) Enterprise Data Warehouse
6 7 (13.73%) Qlik Sense
6 7 (13.73%) SQL Server Integration Services
6 7 (13.73%) SQL Server Reporting Services
7 6 (11.76%) Data Lake
7 6 (11.76%) Data Warehouse
7 6 (11.76%) NoSQL
8 5 (9.80%) Apache Hive
8 5 (9.80%) Azure SQL Data Warehouse
8 5 (9.80%) HDInsight
8 5 (9.80%) SQL Server Analysis Services
9 4 (7.84%) SQL Server 2012
9 4 (7.84%) SQL Server 2014
Development Applications
1 7 (13.73%) JMeter
1 7 (13.73%) Selenium
1 7 (13.73%) SoapUI
2 2 (3.92%) Git (software)
2 2 (3.92%) Jenkins
2 2 (3.92%) Team Foundation Server
3 1 (1.96%) Cucumber
3 1 (1.96%) Eclipse
3 1 (1.96%) FitNesse
3 1 (1.96%) IntelliJ
3 1 (1.96%) JBehave
3 1 (1.96%) JUnit
3 1 (1.96%) LoadUI
3 1 (1.96%) Maven
3 1 (1.96%) Mockito
3 1 (1.96%) NetBeans
3 1 (1.96%) Subversion
General
1 8 (15.69%) Law
2 4 (7.84%) Advertising
2 4 (7.84%) Retail
3 3 (5.88%) Marketing
4 2 (3.92%) Digital Economy
5 1 (1.96%) Automotive
5 1 (1.96%) Finance
5 1 (1.96%) Manufacturing
Job Titles
1 18 (35.29%) Data Scientist
2 15 (29.41%) Consultant
3 13 (25.49%) Junior
3 13 (25.49%) Junior Data Scientist
4 11 (21.57%) Architect
5 9 (17.65%) Solutions Architect
6 8 (15.69%) Graduate
6 8 (15.69%) Graduate Consultant
7 6 (11.76%) Data Consultant
7 6 (11.76%) Development Consultant
7 6 (11.76%) Graduate Software Consultant
7 6 (11.76%) Senior Data Scientist
7 6 (11.76%) Software Consultant
7 6 (11.76%) Software Development Consultant
8 3 (5.88%) Insight Consultant
8 3 (5.88%) Transformation Consultant
9 2 (3.92%) Azure Consultant
9 2 (3.92%) Business Consultant
9 2 (3.92%) Linux Administrator
9 2 (3.92%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 13 (25.49%) Natural Language Processing
2 9 (17.65%) AngularJS
2 9 (17.65%) Kafka
3 8 (15.69%) .NET
3 8 (15.69%) HTML
3 8 (15.69%) HTML5
3 8 (15.69%) Node.js
4 7 (13.73%) jQuery
4 7 (13.73%) SOAP
4 7 (13.73%) Twitter Bootstrap
5 6 (11.76%) Web Services
6 3 (5.88%) Spring
7 1 (1.96%) .NET Core
7 1 (1.96%) CSS
7 1 (1.96%) Express
7 1 (1.96%) JMS
7 1 (1.96%) LESS
7 1 (1.96%) Middleware
7 1 (1.96%) RESTful
7 1 (1.96%) Sass
Miscellaneous
1 13 (25.49%) Data Protection Act
2 4 (7.84%) Driving Licence
3 3 (5.88%) Analytical Skills
3 3 (5.88%) Management Information System
4 2 (3.92%) Clustering
4 2 (3.92%) Self-Motivation
4 2 (3.92%) Taxonomies
5 1 (1.96%) Algorithms
5 1 (1.96%) Greenfield Project
5 1 (1.96%) Industry 4.0
5 1 (1.96%) Mobile App
5 1 (1.96%) NHS
5 1 (1.96%) SCADA
Operating Systems
1 2 (3.92%) Linux
1 2 (3.92%) Oracle Linux
1 2 (3.92%) Red Hat Enterprise Linux
1 2 (3.92%) SUSE
Processes & Methodologies
1 27 (52.94%) Agile Software Development
2 25 (49.02%) Data Science
2 25 (49.02%) Machine Learning
3 22 (43.14%) Analytics
4 16 (31.37%) Statistics
5 15 (29.41%) Business Intelligence
5 15 (29.41%) Data Visualisation
5 15 (29.41%) SDLC
5 15 (29.41%) Visualisation
6 13 (25.49%) Artificial Intelligence
6 13 (25.49%) Collaborative Working
6 13 (25.49%) Data Engineering
6 13 (25.49%) Data Munging
6 13 (25.49%) Data Protection
6 13 (25.49%) Predictive Modelling
6 13 (25.49%) Time Series Forecasting
7 10 (19.61%) Business Analysis
7 10 (19.61%) ETL
7 10 (19.61%) TOGAF
8 9 (17.65%) Open Source
Programming Languages
1 21 (41.18%) Python
2 19 (37.25%) R
3 15 (29.41%) Java
4 11 (21.57%) SQL
5 8 (15.69%) JavaScript
6 2 (3.92%) C++
6 2 (3.92%) Scala
7 1 (1.96%) C
7 1 (1.96%) C#
7 1 (1.96%) Delphi
7 1 (1.96%) HiveQL
7 1 (1.96%) Java 8
7 1 (1.96%) MATLAB
7 1 (1.96%) T-SQL
Qualifications
1 14 (27.45%) Degree
2 7 (13.73%) Security Cleared
3 2 (3.92%) SC Cleared
4 1 (1.96%) Computer Science Degree
4 1 (1.96%) PhD
Quality Assurance & Compliance
1 6 (11.76%) QA
2 3 (5.88%) Data Quality
System Software
1 7 (13.73%) Docker
2 4 (7.84%) HDFS
3 2 (3.92%) GFS2
Vendors
1 25 (49.02%) Tableau
2 13 (25.49%) Oracle
3 12 (23.53%) Microsoft
4 9 (17.65%) Informatica
5 7 (13.73%) Google
5 7 (13.73%) Xamarin
6 3 (5.88%) Cloudera
6 3 (5.88%) Talend
7 2 (3.92%) MuleSoft
7 2 (3.92%) Red Hat
7 2 (3.92%) Splunk
8 1 (1.96%) Hortonworks
8 1 (1.96%) Twitter