Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the West Midlands with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
England > West Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 150 161 154
Rank change year-on-year +11 -7 -4
Contract jobs citing Hadoop 28 51 22
As % of all contract IT jobs advertised in the West Midlands 0.58% 0.82% 0.45%
As % of the Database & Business Intelligence category 3.19% 4.12% 2.05%
Number of daily rates quoted 12 34 6
West Midlands median daily rate £525 £500 £469
Median daily rate % change year-on-year +5.00% +6.67% -14.77%
10th Percentile £358 £336 £425
90th Percentile £658 £575 £750
England median daily rate £540 £525 £525
% change year-on-year +2.86% - -
Number of hourly rates quoted 2 0 2
West Midlands median hourly rate £29.00 - £33.55
England median hourly rate £32.75 £46.00 £37.50
% change year-on-year -28.80% +22.67% +2.74%

Hadoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Contract vacancies with a requirement for database or business intelligence skills 877 1237 1071
As % of all contract IT jobs advertised in the West Midlands 18.11% 20.00% 21.68%
Number of daily rates quoted 552 747 664
West Midlands median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% +11.94%
10th Percentile £263 £269 £219
90th Percentile £538 £538 £505
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 27 24 31
West Midlands median hourly rate £31.31 £17.75 £20.00
Median hourly rate % change year-on-year +76.39% -11.25% +14.29%
10th Percentile £21.05 £13.98 £12.30
90th Percentile £51.50 £23.70 £33.55
England median hourly rate £32.00 £28.00 £27.50
% change year-on-year +14.29% +1.82% +11.11%

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
Contractor Daily Rate Trend in the West Midlands

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in the West Midlands.

Contractor daily rate trend for Hadoop in the West Midlands

Hadoop
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Hadoop in the West Midlands over the 6 months to 23 November 2017.

Contractor daily rate histogram for Hadoop in the West Midlands

Hadoop
Contractor Hourly Rate Trend in the West Midlands

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Hadoop in the West Midlands.

Contractor hourly rate trend for Hadoop in the West Midlands

Hadoop
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Hadoop within the West Midlands region over the 6 months to 23 November 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +15 11 £550 +25.71% 2
Warwickshire +10 9 £425 +78.95%
Coventry +23 6 £475 +2.70%
Solihull - 1 £565 -
Hadoop
England

For the 6 months to 23 November 2017, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the West Midlands region with a requirement for Hadoop.

1 21 (75.00%) Big Data
2 16 (57.14%) Continuous Integration
2 16 (57.14%) JBoss
2 16 (57.14%) Apache Spark
3 15 (53.57%) SQL
3 15 (53.57%) Oracle
3 15 (53.57%) Jenkins
4 14 (50.00%) Agile Software Development
5 13 (46.43%) Software Engineering
5 13 (46.43%) Degree
5 13 (46.43%) Java
5 13 (46.43%) Analytics
6 12 (42.86%) SOA
6 12 (42.86%) TDD
6 12 (42.86%) Scrum
7 11 (39.29%) PostgreSQL
7 11 (39.29%) Spring
7 11 (39.29%) Mathematics
7 11 (39.29%) RESTful
7 11 (39.29%) MongoDB
7 11 (39.29%) Apache Cassandra
8 10 (35.71%) WireMock
8 10 (35.71%) Docker
8 10 (35.71%) WildFly
8 10 (35.71%) Software Delivery
8 10 (35.71%) Spring Boot
8 10 (35.71%) Personalization
8 10 (35.71%) NoSQL
8 10 (35.71%) Apple iOS
8 10 (35.71%) Hudson

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 16 (57.14%) Apache Spark
1 16 (57.14%) JBoss
2 10 (35.71%) GlassFish
2 10 (35.71%) Oracle SOA Suite
2 10 (35.71%) WildFly
3 5 (17.86%) Apache
3 5 (17.86%) IIS
3 5 (17.86%) SAS
3 5 (17.86%) Tomcat
Cloud Services
1 6 (21.43%) Microsoft Azure
2 5 (17.86%) Amazon AWS
2 5 (17.86%) AWS CloudFormation
Database & Business Intelligence
1 21 (75.00%) Big Data
2 11 (39.29%) Apache Cassandra
2 11 (39.29%) MongoDB
2 11 (39.29%) PostgreSQL
3 10 (35.71%) MySQL
3 10 (35.71%) NoSQL
4 5 (17.86%) RDBMS
4 5 (17.86%) Relational Database
5 3 (10.71%) SAP HANA
6 2 (7.14%) BusinessObjects
6 2 (7.14%) Data Warehouse
6 2 (7.14%) SAP BW
7 1 (3.57%) Apache Hive
7 1 (3.57%) Data Lake
7 1 (3.57%) HDInsight
7 1 (3.57%) Neo4j
7 1 (3.57%) Pentaho
7 1 (3.57%) Qlik Sense
7 1 (3.57%) QlikView
Development Applications
1 15 (53.57%) Jenkins
2 10 (35.71%) Hudson
2 10 (35.71%) JBehave
2 10 (35.71%) JUnit
3 5 (17.86%) Atlassian Bamboo
3 5 (17.86%) Git (software)
3 5 (17.86%) GitLab
3 5 (17.86%) JMeter
3 5 (17.86%) Selenium
3 5 (17.86%) Subversion
3 5 (17.86%) TeamCity
4 1 (3.57%) Talend Open Studio
General
1 2 (7.14%) Automotive
Job Titles
1 12 (42.86%) Developer
2 11 (39.29%) Digital Developer
2 11 (39.29%) Senior Developer
3 4 (14.29%) DevOps Engineer
4 3 (10.71%) Business Intelligence Manager
5 2 (7.14%) AWS DevOps
5 2 (7.14%) AWS DevOps Engineer
5 2 (7.14%) AWS Engineer
5 2 (7.14%) Cloud Engineer
5 2 (7.14%) Data Scientist
5 2 (7.14%) Linux DevOps Engineer
5 2 (7.14%) Linux Engineer
5 2 (7.14%) Linux/Unix DevOps
5 2 (7.14%) Project Manager
5 2 (7.14%) Software Engineer
6 1 (3.57%) Azure Engineer
6 1 (3.57%) Big Data Engineer
6 1 (3.57%) MongoDB Developer
6 1 (3.57%) Open Source Developer
6 1 (3.57%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 11 (39.29%) RESTful
1 11 (39.29%) Spring
2 10 (35.71%) Hibernate
2 10 (35.71%) HornetQ
2 10 (35.71%) Java EE
2 10 (35.71%) JAX-RS
2 10 (35.71%) JMS
2 10 (35.71%) RESTEasy
2 10 (35.71%) Spring Boot
2 10 (35.71%) WireMock
3 6 (21.43%) Middleware
4 5 (17.86%) JSON
5 1 (3.57%) .NET
5 1 (3.57%) ActiveMQ
5 1 (3.57%) AngularJS
5 1 (3.57%) Apache CXF
5 1 (3.57%) D3.js
5 1 (3.57%) Drools
5 1 (3.57%) jBPM
5 1 (3.57%) Node.js
Miscellaneous
1 10 (35.71%) Mobile App
2 5 (17.86%) DataPower
2 5 (17.86%) PKI
3 2 (7.14%) Algorithms
3 2 (7.14%) Analytical Skills
3 2 (7.14%) Computer Science
3 2 (7.14%) Data Centre
4 1 (3.57%) Greenfield Project
Operating Systems
1 10 (35.71%) Android
1 10 (35.71%) Apple iOS
2 6 (21.43%) Linux
3 5 (17.86%) Unix
3 5 (17.86%) Windows
4 1 (3.57%) CentOS
4 1 (3.57%) Ubuntu
Processes & Methodologies
1 16 (57.14%) Continuous Integration
2 14 (50.00%) Agile Software Development
3 13 (46.43%) Analytics
3 13 (46.43%) Software Engineering
4 12 (42.86%) Scrum
4 12 (42.86%) SOA
4 12 (42.86%) TDD
5 11 (39.29%) Mathematics
6 10 (35.71%) Dependency Injection
6 10 (35.71%) DSDM
6 10 (35.71%) Functional Testing
6 10 (35.71%) Kanban
6 10 (35.71%) Personalization
6 10 (35.71%) Predictive Analytics
6 10 (35.71%) Software Delivery
6 10 (35.71%) Unit Testing
7 6 (21.43%) Test Automation
8 5 (17.86%) Infrastructure Management
8 5 (17.86%) ITIL
8 5 (17.86%) Load Balancing
Programming Languages
1 15 (53.57%) SQL
2 13 (46.43%) Java
3 10 (35.71%) Scala
4 5 (17.86%) Shell Script
5 4 (14.29%) Python
6 3 (10.71%) R
7 1 (3.57%) Jython
Qualifications
1 13 (46.43%) Degree
2 1 (3.57%) Computer Science Degree
2 1 (3.57%) Numerate Degree
2 1 (3.57%) PhD
Quality Assurance & Compliance
1 1 (3.57%) QA
System Software
1 10 (35.71%) Docker
Systems Management
1 5 (17.86%) Ansible
1 5 (17.86%) Graylog
1 5 (17.86%) logstash
1 5 (17.86%) Nagios
1 5 (17.86%) Opscode Chef
1 5 (17.86%) Puppet
1 5 (17.86%) Rundeck
1 5 (17.86%) Tivoli
Vendors
1 15 (53.57%) Oracle
2 5 (17.86%) CA
2 5 (17.86%) IBM
2 5 (17.86%) Micro Focus
2 5 (17.86%) Serena
2 5 (17.86%) Splunk
2 5 (17.86%) Teradata
3 4 (14.29%) SAP
3 4 (14.29%) Tableau
4 1 (3.57%) Cloudera
4 1 (3.57%) Salesforce.com
4 1 (3.57%) Talend