Period
to 22 April 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 22 April 2018 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
Scotland > Glasgow
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 86 78 91
Rank change year-on-year -8 +13 +7
Contract jobs citing Hadoop 16 6 4
As % of all contract IT jobs advertised in Glasgow 1.13% 0.56% 0.30%
As % of the Database & Business Intelligence category 4.53% 2.17% 1.39%
Number of daily rates quoted 7 2 1
Glasgow median daily rate £390 £420 £300
Median daily rate % change year-on-year -7.14% +40.00% -
Scotland median daily rate £400 £475 £500
% change year-on-year -15.79% -5.00% +25.00%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 353 277 287
As % of all contract IT jobs advertised in Glasgow 25.02% 25.74% 21.55%
Number of daily rates quoted 213 141 168
Glasgow median daily rate £400 £363 £350
Median daily rate % change year-on-year +10.34% +3.57% -
10th Percentile £291 £263 £222
90th Percentile £500 £475 £438
Scotland median daily rate £400 £363 £375
% change year-on-year +10.34% -3.33% -
Number of hourly rates quoted 1 6 1
Glasgow median hourly rate £10.00 £17.32 £49.41
Median hourly rate % change year-on-year -42.26% -64.95% +93.76%
Scotland median hourly rate £42.00 £40.25 £18.75
% change year-on-year +4.35% +114.67% -42.31%

Hadoop
Job Vacancy Trend in Glasgow

Job postings citing Hadoop as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Hadoop in Glasgow

Hadoop
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Hadoop in Glasgow

For the 6 months to 22 April 2018, IT contractor 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 contract job ads across the Glasgow region with a requirement for Hadoop.

1 15 (93.75%) Java
2 14 (87.50%) Agile Software Development
3 12 (75.00%) Python
4 8 (50.00%) JavaScript
5 7 (43.75%) HTML
5 7 (43.75%) Scrum
5 7 (43.75%) Oracle
5 7 (43.75%) RDBMS
5 7 (43.75%) NoSQL
5 7 (43.75%) Relational Database
6 6 (37.50%) Big Data
6 6 (37.50%) Oracle SOA Suite
6 6 (37.50%) Jetty
6 6 (37.50%) SOA
6 6 (37.50%) Spring
6 6 (37.50%) SDLC
7 5 (31.25%) Opscode Chef
7 5 (31.25%) Deployment Automation
7 5 (31.25%) Hibernate
7 5 (31.25%) Finance
7 5 (31.25%) Tomcat
7 5 (31.25%) SQL
7 5 (31.25%) WebLogic
7 5 (31.25%) OO
7 5 (31.25%) JBoss
7 5 (31.25%) Puppet
7 5 (31.25%) Couchbase
7 5 (31.25%) MongoDB
7 5 (31.25%) Redis
7 5 (31.25%) Riak

Hadoop
Co-occurring IT Skills in Glasgow 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 6 (37.50%) Jetty
1 6 (37.50%) Oracle SOA Suite
2 5 (31.25%) JBoss
2 5 (31.25%) Tomcat
2 5 (31.25%) WebLogic
3 3 (18.75%) Apache
3 3 (18.75%) Apache Spark
4 1 (6.25%) WebLogic Portal
4 1 (6.25%) WebSphere
Applications
1 1 (6.25%) Microsoft Excel
Cloud Services
1 1 (6.25%) Amazon AWS
Communications & Networking
1 1 (6.25%) AMQP
Database & Business Intelligence
1 7 (43.75%) NoSQL
1 7 (43.75%) RDBMS
1 7 (43.75%) Relational Database
2 6 (37.50%) Big Data
3 5 (31.25%) Couchbase
3 5 (31.25%) MongoDB
3 5 (31.25%) Redis
3 5 (31.25%) Riak
4 3 (18.75%) Apache Zeppelin
4 3 (18.75%) Data Warehouse
5 2 (12.50%) MySQL
5 2 (12.50%) SQL Server
6 1 (6.25%) Apache Hive
6 1 (6.25%) QlikView
6 1 (6.25%) SQL Server Integration Services
6 1 (6.25%) SQL Server Reporting Services
Development Applications
1 4 (25.00%) Vagrant
2 3 (18.75%) Cucumber
2 3 (18.75%) Git (software)
3 2 (12.50%) FitNesse
3 2 (12.50%) Selenium
4 1 (6.25%) GitLab
4 1 (6.25%) Gradle
4 1 (6.25%) Mockito
4 1 (6.25%) SonarQube
General
1 5 (31.25%) Finance
2 4 (25.00%) Retail
3 2 (12.50%) Banking
4 1 (6.25%) Investment Banking
Job Titles
1 14 (87.50%) Developer
2 8 (50.00%) Java Developer
3 4 (25.00%) Python Developer
4 2 (12.50%) Senior Developer
5 1 (6.25%) Analyst
5 1 (6.25%) Analyst Developer
5 1 (6.25%) Architect
5 1 (6.25%) C++ Developer
5 1 (6.25%) Developer Analyst
5 1 (6.25%) Hadoop Developer
5 1 (6.25%) Java Architect
5 1 (6.25%) Java Technical Architect
5 1 (6.25%) Lead Developer
5 1 (6.25%) Lead Java Developer
5 1 (6.25%) Report Developer
5 1 (6.25%) Senior Java Developer
5 1 (6.25%) SQL Developer
5 1 (6.25%) Technical Architect
5 1 (6.25%) Technical Developer
5 1 (6.25%) Technical Leader
Libraries, Frameworks & Software Standards
1 7 (43.75%) HTML
2 6 (37.50%) Spring
3 5 (31.25%) Hibernate
4 4 (25.00%) AngularJS
4 4 (25.00%) HTML5
4 4 (25.00%) JPA
4 4 (25.00%) Kafka
5 3 (18.75%) CSS
5 3 (18.75%) REST
6 2 (12.50%) Angular 2
6 2 (12.50%) J2EE
6 2 (12.50%) Middleware
6 2 (12.50%) Node.js
7 1 (6.25%) Dropwizard
7 1 (6.25%) FreeMarker
7 1 (6.25%) Java EE
7 1 (6.25%) RabbitMQ
7 1 (6.25%) Spring Boot
7 1 (6.25%) TIBCO EMS
7 1 (6.25%) WebSphere MQ
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Derivative
2 3 (18.75%) Enterprise Software
2 3 (18.75%) OTC Derivatives
3 2 (12.50%) Credit Risk
3 2 (12.50%) Cyberthreat
3 2 (12.50%) Linux Command Line
3 2 (12.50%) Market Risk
3 2 (12.50%) NHS
4 1 (6.25%) Computer Science
4 1 (6.25%) Mobile App
Operating Systems
1 2 (12.50%) Unix
Processes & Methodologies
1 14 (87.50%) Agile Software Development
2 7 (43.75%) Scrum
3 6 (37.50%) SDLC
3 6 (37.50%) SOA
4 5 (31.25%) Analytics
4 5 (31.25%) Deployment Automation
4 5 (31.25%) OO
5 4 (25.00%) BDD
5 4 (25.00%) Data Development
5 4 (25.00%) Data Modelling
5 4 (25.00%) Kanban
5 4 (25.00%) OOD
5 4 (25.00%) Problem-Solving
5 4 (25.00%) Strategic Thinking
5 4 (25.00%) TDD
6 3 (18.75%) Continuous Integration
6 3 (18.75%) Integration Testing
6 3 (18.75%) Multithreading
6 3 (18.75%) Visualisation
7 2 (12.50%) Metadata Management
Programming Languages
1 15 (93.75%) Java
2 12 (75.00%) Python
3 8 (50.00%) JavaScript
4 5 (31.25%) SQL
5 4 (25.00%) C++
6 3 (18.75%) Scala
7 2 (12.50%) Bash Shell
7 2 (12.50%) C
7 2 (12.50%) Ruby
Qualifications
1 1 (6.25%) Degree
Quality Assurance & Compliance
1 2 (12.50%) PMO
2 1 (6.25%) QA
System Software
1 5 (31.25%) Docker
Systems Management
1 5 (31.25%) Ansible
1 5 (31.25%) Cobbler
1 5 (31.25%) Opscode Chef
1 5 (31.25%) Puppet
2 3 (18.75%) Kibana
Vendors
1 7 (43.75%) Oracle
2 3 (18.75%) Perforce
2 3 (18.75%) Splunk
3 1 (6.25%) IBM
3 1 (6.25%) Sybase
3 1 (6.25%) Tableau
3 1 (6.25%) TIBCO