Period
to 18 November 2017

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 18 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
Scotland > Glasgow
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 67 76 96
Rank change year-on-year +9 +20 +3
Contract jobs citing Hadoop 25 10 4
As % of all contract IT jobs advertised in Glasgow 1.93% 0.89% 0.23%
As % of the Database & Business Intelligence category 7.37% 3.25% 0.91%
Number of daily rates quoted 13 11 2
Glasgow median daily rate £375 £450 £513
Median daily rate % change year-on-year -16.67% -12.20% -
10th Percentile £319 £400 £441
90th Percentile £525 £533 £604
Scotland median daily rate £406 £475 £500
% change year-on-year -14.47% -5.00% +28.21%
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 339 308 438
As % of all contract IT jobs advertised in Glasgow 26.12% 27.43% 25.54%
Number of daily rates quoted 178 159 228
Glasgow median daily rate £380 £363 £339
Median daily rate % change year-on-year +4.83% +7.01% -3.21%
10th Percentile £289 £262 £213
90th Percentile £500 £475 £452
Scotland median daily rate £395 £350 £375
% change year-on-year +12.86% -6.67% +5.63%
Number of hourly rates quoted 8 1 2
Glasgow median hourly rate £107.00 £44.50 £38.75
Median hourly rate % change year-on-year +140.45% +14.84% -
10th Percentile £12.77 £43.25 £16.33
90th Percentile £195.00 £45.75 £66.58
Scotland median hourly rate £42.70 £42.00 £28.71
% change year-on-year +1.65% +46.28% +4.41%

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

Hadoop
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Hadoop in Glasgow over the 6 months to 18 November 2017.

Contractor daily rate histogram for Hadoop in Glasgow

For the 6 months to 18 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 Glasgow region with a requirement for Hadoop.

1 11 (44.00%) Agile Software Development
1 11 (44.00%) Python
2 10 (40.00%) UML
2 10 (40.00%) Data Analysis
2 10 (40.00%) MongoDB
3 9 (36.00%) Splunk
3 9 (36.00%) Kafka
3 9 (36.00%) Analytics
3 9 (36.00%) Cybersecurity
3 9 (36.00%) Spring
3 9 (36.00%) Mathematics
3 9 (36.00%) Computer Science
3 9 (36.00%) Data Mining
3 9 (36.00%) Java
4 8 (32.00%) JavaScript
4 8 (32.00%) WebLogic
4 8 (32.00%) HTML
4 8 (32.00%) JBoss
4 8 (32.00%) RUP
4 8 (32.00%) Tomcat
4 8 (32.00%) DSDM
4 8 (32.00%) JMS
4 8 (32.00%) Ruby
4 8 (32.00%) TDD
4 8 (32.00%) Hibernate
4 8 (32.00%) Scrum
4 8 (32.00%) Couchbase
4 8 (32.00%) Redis
4 8 (32.00%) Riak
4 8 (32.00%) Cobbler

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 8 (32.00%) JBoss
1 8 (32.00%) Jetty
1 8 (32.00%) Tomcat
1 8 (32.00%) WebLogic
2 7 (28.00%) WebSphere
3 4 (16.00%) Oracle SOA Suite
4 2 (8.00%) Apache Spark
Cloud Services
1 4 (16.00%) Amazon AWS
Communications & Networking
1 7 (28.00%) AMQP
Database & Business Intelligence
1 10 (40.00%) MongoDB
2 9 (36.00%) Data Mining
3 8 (32.00%) Couchbase
3 8 (32.00%) NoSQL
3 8 (32.00%) Redis
3 8 (32.00%) Riak
4 4 (16.00%) Big Data
5 3 (12.00%) MySQL
6 2 (8.00%) Apache Cassandra
6 2 (8.00%) Apache Hive
6 2 (8.00%) Data Warehouse
6 2 (8.00%) Impala
6 2 (8.00%) Oracle Database
6 2 (8.00%) Oracle Exadata
6 2 (8.00%) PowerCenter
6 2 (8.00%) SAP BW
6 2 (8.00%) Spark SQL
6 2 (8.00%) Sqoop
7 1 (4.00%) RDBMS
7 1 (4.00%) Relational Database
Development Applications
1 8 (32.00%) Vagrant
2 7 (28.00%) Cucumber
2 7 (28.00%) FitNesse
2 7 (28.00%) Selenium
General
1 4 (16.00%) Finance
2 1 (4.00%) Banking
2 1 (4.00%) Investment Banking
Job Titles
1 18 (72.00%) Developer
2 9 (36.00%) Analytics Developer
3 7 (28.00%) Java Developer
4 6 (24.00%) Full Stack Developer
5 4 (16.00%) Architect
5 4 (16.00%) Data Architect
6 3 (12.00%) DBA
7 2 (8.00%) Administrator
7 2 (8.00%) Big Data Architect
7 2 (8.00%) Hadoop Architect
7 2 (8.00%) Lead Developer
7 2 (8.00%) Oracle Architect
7 2 (8.00%) Oracle DBA
7 2 (8.00%) SAP Architect
7 2 (8.00%) SAP BW Architect
8 1 (4.00%) Cassandra Architect
8 1 (4.00%) Front End Developer (Client-Side Developer)
8 1 (4.00%) Front End Java Developer (Client-Side Java Developer)
8 1 (4.00%) SC Cleared DBA
8 1 (4.00%) SC Cleared Java Developer
Libraries, Frameworks & Software Standards
1 9 (36.00%) Kafka
1 9 (36.00%) Spring
2 8 (32.00%) Hibernate
2 8 (32.00%) HTML
2 8 (32.00%) JMS
2 8 (32.00%) JPA
3 7 (28.00%) HTML5
3 7 (28.00%) RabbitMQ
3 7 (28.00%) TIBCO EMS
3 7 (28.00%) WebSphere MQ
4 3 (12.00%) Middleware
5 1 (4.00%) AngularJS
5 1 (4.00%) CSS
5 1 (4.00%) J2EE
5 1 (4.00%) JDBC
5 1 (4.00%) JNDI
5 1 (4.00%) React
5 1 (4.00%) REST
5 1 (4.00%) Web Services
Miscellaneous
1 9 (36.00%) Computer Science
2 8 (32.00%) Analytical Skills
3 7 (28.00%) Data Structures
4 6 (24.00%) Cyberthreat
5 3 (12.00%) Enterprise Software
6 1 (4.00%) Credit Risk
6 1 (4.00%) Market Risk
Operating Systems
1 2 (8.00%) Unix
Processes & Methodologies
1 11 (44.00%) Agile Software Development
2 10 (40.00%) Data Analysis
2 10 (40.00%) UML
3 9 (36.00%) Analytics
3 9 (36.00%) Cybersecurity
3 9 (36.00%) Mathematics
4 8 (32.00%) BDD
4 8 (32.00%) Computer Security
4 8 (32.00%) DSDM
4 8 (32.00%) Integration Testing
4 8 (32.00%) RUP
4 8 (32.00%) Scrum
4 8 (32.00%) TDD
5 7 (28.00%) Concurrent Programming
5 7 (28.00%) Data Acquisition
5 7 (28.00%) Kanban
5 7 (28.00%) Multithreading
5 7 (28.00%) Software Engineering
5 7 (28.00%) Test Automation
5 7 (28.00%) Visualisation
Programming Languages
1 11 (44.00%) Python
2 9 (36.00%) Java
3 8 (32.00%) Bash Shell
3 8 (32.00%) JavaScript
3 8 (32.00%) Ruby
4 6 (24.00%) SQL
5 2 (8.00%) PL/SQL
5 2 (8.00%) Scala
Qualifications
1 6 (24.00%) Security Cleared
2 3 (12.00%) BC Cleared
3 2 (8.00%) SC Cleared
4 1 (4.00%) Computer Science Degree
4 1 (4.00%) Degree
Quality Assurance & Compliance
1 6 (24.00%) QA
2 1 (4.00%) COBIT
System Software
1 8 (32.00%) Docker
Systems Management
1 8 (32.00%) Ansible
1 8 (32.00%) Cobbler
1 8 (32.00%) Opscode Chef
1 8 (32.00%) Puppet
Vendors
1 9 (36.00%) Splunk
2 7 (28.00%) Cloudera
2 7 (28.00%) IBM
2 7 (28.00%) Oracle
2 7 (28.00%) TIBCO
3 3 (12.00%) EnterpriseDB
4 2 (8.00%) SAP
5 1 (4.00%) Informatica