Period
to 23 May 2019

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 23 May 2019 with a comparison to the same period in the previous 2 years.

Apache Hadoop
England > West Midlands
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 196 268 261
Rank change year-on-year +72 -7 -71
Permanent jobs citing Hadoop 87 37 56
As % of all permanent IT jobs advertised in the West Midlands 1.12% 0.40% 0.58%
As % of the Database & Business Intelligence category 4.46% 1.54% 1.96%
Number of salaries quoted 40 36 43
West Midlands median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -
10th Percentile £43,265 £42,000 £44,250
90th Percentile £87,500 £81,250 £72,500
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +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 1,950 2,407 2,853
As % of all permanent IT jobs advertised in the West Midlands 25.15% 25.76% 29.61%
Number of salaries quoted 1,531 1,936 2,471
West Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +1.76%
10th Percentile £26,250 £26,824 £26,250
90th Percentile £66,000 £61,250 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 23 May 2019.

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 23 May 2019. 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 +38 35 £60,000 - 1
Shropshire - 31 £57,500 - 4
Coventry +23 6 £47,500 +7.95% 1
Worcestershire -17 5 £72,500 +7.41%
Warwickshire -4 2 £55,000 -31.25%
Solihull - 1 £47,500 -
Hadoop
England

For the 6 months to 23 May 2019, 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 69 (79.31%) Agile Software Development
2 67 (77.01%) Analytics
3 57 (65.52%) Microsoft Azure
3 57 (65.52%) SQL
4 51 (58.62%) Amazon AWS
5 49 (56.32%) Data Analytics
6 45 (51.72%) Java
7 38 (43.68%) SAS
8 37 (42.53%) Software Engineering
9 35 (40.23%) Big Data
10 33 (37.93%) Cloudera
11 32 (36.78%) Scrum
11 32 (36.78%) Oracle
12 31 (35.63%) Pentaho
12 31 (35.63%) Amazon Redshift
12 31 (35.63%) DevOps
12 31 (35.63%) Ansible
13 28 (32.18%) Jenkins
14 26 (29.89%) Artifactory
14 26 (29.89%) Bitbucket
14 26 (29.89%) Git (software)
14 26 (29.89%) Terraform
14 26 (29.89%) Maven
15 25 (28.74%) Degree
15 25 (28.74%) Data Warehouse
15 25 (28.74%) Python
15 25 (28.74%) Data Engineering
15 25 (28.74%) Sprint Retrospective
15 25 (28.74%) Sprint Planning
16 24 (27.59%) Tableau

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 38 (43.68%) SAS
2 23 (26.44%) Apache Spark
3 8 (9.20%) Apache
4 7 (8.05%) Elasticsearch
5 5 (5.75%) Apache Solr
5 5 (5.75%) CMS
5 5 (5.75%) Drupal
5 5 (5.75%) Sitecore CMS
6 3 (3.45%) SharePoint
7 2 (2.30%) JBoss
7 2 (2.30%) Jetty
7 2 (2.30%) Tomcat
7 2 (2.30%) WebLogic
Applications
1 1 (1.15%) SPSS
Cloud Services
1 57 (65.52%) Microsoft Azure
2 51 (58.62%) Amazon AWS
3 19 (21.84%) Power Platform
4 11 (12.64%) PaaS
5 9 (10.34%) Google Cloud Platform
6 5 (5.75%) Google App Engine
7 3 (3.45%) Office 365
8 2 (2.30%) Azure Data Factory
9 1 (1.15%) Cloud Computing
9 1 (1.15%) SaaS
9 1 (1.15%) Serverless
Database & Business Intelligence
1 35 (40.23%) Big Data
2 31 (35.63%) Amazon Redshift
2 31 (35.63%) Pentaho
3 25 (28.74%) Data Warehouse
4 19 (21.84%) Power BI
5 11 (12.64%) Apache Cassandra
5 11 (12.64%) MongoDB
5 11 (12.64%) Neo4j
5 11 (12.64%) Oracle Database
5 11 (12.64%) QlikView
6 10 (11.49%) SAS EBI
7 8 (9.20%) Apache Hive
7 8 (9.20%) SQL Server
8 7 (8.05%) BusinessObjects
8 7 (8.05%) NoSQL
9 6 (6.90%) Base SAS
9 6 (6.90%) Impala
9 6 (6.90%) SAS Data Integration Studio
9 6 (6.90%) SAS Enterprise Guide
9 6 (6.90%) SAS Visual Analytics
Development Applications
1 28 (32.18%) Jenkins
2 26 (29.89%) Artifactory
2 26 (29.89%) Bitbucket
2 26 (29.89%) Git (software)
2 26 (29.89%) Maven
3 3 (3.45%) JIRA
4 2 (2.30%) Atlassian Bamboo
5 1 (1.15%) JMeter
5 1 (1.15%) Selenium
5 1 (1.15%) SoapUI
General
1 9 (10.34%) Finance
2 6 (6.90%) Retail
3 5 (5.75%) Aerospace
4 4 (4.60%) Legal
5 1 (1.15%) Law
5 1 (1.15%) Marketing
Job Titles
1 16 (18.39%) Software Engineer
2 12 (13.79%) Architect
3 10 (11.49%) Data Manager
4 9 (10.34%) Analyst
4 9 (10.34%) Consultant
4 9 (10.34%) Data Analyst
4 9 (10.34%) Developer
4 9 (10.34%) Graduate
4 9 (10.34%) Graduate Consultant
5 8 (9.20%) Data Consultant
5 8 (9.20%) Data Scientist
5 8 (9.20%) Insight Consultant
5 8 (9.20%) Solutions Architect
6 6 (6.90%) Analytics Manager
6 6 (6.90%) Data Analytics Manager
6 6 (6.90%) Senior Analyst
6 6 (6.90%) Senior Data Analyst
6 6 (6.90%) Senior Manager
7 5 (5.75%) Data Architect
7 5 (5.75%) Software Developer
Libraries, Frameworks & Software Standards
1 10 (11.49%) .NET
2 8 (9.20%) Kafka
3 7 (8.05%) AngularJS
4 6 (6.90%) React
4 6 (6.90%) Twitter Bootstrap
5 5 (5.75%) REST
5 5 (5.75%) TensorFlow
5 5 (5.75%) ZeroMQ
6 4 (4.60%) .NET Framework
6 4 (4.60%) ASP.NET
6 4 (4.60%) ASP.NET MVC
6 4 (4.60%) ASP.NET Web Forms
6 4 (4.60%) D3.js
6 4 (4.60%) Spring
7 3 (3.45%) HTML
7 3 (3.45%) JSON
7 3 (3.45%) Natural Language Processing
7 3 (3.45%) XML
7 3 (3.45%) XML Schema
8 2 (2.30%) Spark Streaming
Miscellaneous
1 5 (5.75%) Analytical Skills
2 3 (3.45%) Algorithms
3 1 (1.15%) Cloud Native
3 1 (1.15%) User Experience
Operating Systems
1 21 (24.14%) Unix
2 5 (5.75%) Linux
Processes & Methodologies
1 69 (79.31%) Agile Software Development
2 67 (77.01%) Analytics
3 49 (56.32%) Data Analytics
4 37 (42.53%) Software Engineering
5 32 (36.78%) Scrum
6 31 (35.63%) DevOps
7 25 (28.74%) Data Engineering
7 25 (28.74%) Sprint Planning
7 25 (28.74%) Sprint Retrospective
8 24 (27.59%) Business Intelligence
9 22 (25.29%) Visualisation
10 20 (22.99%) Process Improvement
11 17 (19.54%) Data Analysis
12 16 (18.39%) Artificial Intelligence
13 14 (16.09%) ETL
14 13 (14.94%) Data Science
15 12 (13.79%) Data Modelling
16 11 (12.64%) Data Visualisation
17 10 (11.49%) Machine Learning
17 10 (11.49%) Statistical Analysis
Programming Languages
1 57 (65.52%) SQL
2 45 (51.72%) Java
3 25 (28.74%) Python
4 19 (21.84%) PL/SQL
5 12 (13.79%) R
5 12 (13.79%) Scala
6 6 (6.90%) JavaScript
7 5 (5.75%) Bash Shell
7 5 (5.75%) Ruby
7 5 (5.75%) TypeScript
8 4 (4.60%) MATLAB
9 2 (2.30%) C++
9 2 (2.30%) HiveQL
9 2 (2.30%) Java 8
9 2 (2.30%) T-SQL
10 1 (1.15%) C
10 1 (1.15%) Embedded C
10 1 (1.15%) Embedded C++
Qualifications
1 25 (28.74%) Degree
2 16 (18.39%) Security Cleared
3 7 (8.05%) SC Cleared
4 5 (5.75%) DV Cleared
5 1 (1.15%) Master's Degree
5 1 (1.15%) PhD
Quality Assurance & Compliance
1 13 (14.94%) Data Quality
2 8 (9.20%) GDPR
3 1 (1.15%) QA
System Software
1 6 (6.90%) Apache ZooKeeper
2 3 (3.45%) Docker
Systems Management
1 31 (35.63%) Ansible
2 26 (29.89%) Terraform
3 5 (5.75%) Puppet
3 5 (5.75%) Salt
4 2 (2.30%) Docker Swarm
4 2 (2.30%) Kubernetes
5 1 (1.15%) Hadoop YARN
Vendors
1 33 (37.93%) Cloudera
2 32 (36.78%) Oracle
3 24 (27.59%) Tableau
4 19 (21.84%) Microsoft
5 13 (14.94%) Google
6 9 (10.34%) IBM
7 5 (5.75%) Sitecore
8 4 (4.60%) Alteryx
8 4 (4.60%) Hortonworks
8 4 (4.60%) Informatica
8 4 (4.60%) UiPath
9 3 (3.45%) Salesforce.com
10 1 (1.15%) Teradata
10 1 (1.15%) Xamarin