Period
to 23 January 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 23 January 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
23 Jan 2018
Same period 2017 Same period 2016
Rank 70 76 88
Rank change year-on-year +6 +12 +10
Contract jobs citing Hadoop 22 7 4
As % of all contract IT jobs advertised in Glasgow 1.90% 0.67% 0.27%
As % of the Database & Business Intelligence category 8.06% 2.45% 1.16%
Number of daily rates quoted 13 4 2
Glasgow median daily rate £358 £483 £513
Median daily rate % change year-on-year -25.91% -5.85% -
10th Percentile £319 £335 £441
90th Percentile £525 £533 £604
Scotland median daily rate £400 £495 £500
% change year-on-year -19.19% -1.00% +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 273 286 345
As % of all contract IT jobs advertised in Glasgow 23.53% 27.39% 23.09%
Number of daily rates quoted 166 139 201
Glasgow median daily rate £375 £363 £338
Median daily rate % change year-on-year +3.45% +7.41% -3.57%
10th Percentile £263 £261 £208
90th Percentile £503 £475 £450
Scotland median daily rate £388 £350 £375
% change year-on-year +10.71% -6.67% +0.67%
Number of hourly rates quoted 4 6 2
Glasgow median hourly rate £18.83 £17.32 £30.96
Median hourly rate % change year-on-year +8.69% -44.05% +37.58%
10th Percentile £11.59 £14.74 £15.50
90th Percentile £25.00 £31.54 £45.98
Scotland median hourly rate £24.00 £42.00 £25.00
% change year-on-year -42.86% +68.00% -1.96%

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 23 January 2018.

Contractor daily rate histogram for Hadoop in Glasgow

For the 6 months to 23 January 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 14 (63.64%) Agile Software Development
1 14 (63.64%) Python
2 12 (54.55%) Java
3 11 (50.00%) UML
3 11 (50.00%) MongoDB
4 10 (45.45%) Kafka
4 10 (45.45%) Spring
5 9 (40.91%) Ruby
5 9 (40.91%) TDD
5 9 (40.91%) Hibernate
5 9 (40.91%) Scrum
5 9 (40.91%) JBoss
5 9 (40.91%) RUP
5 9 (40.91%) Tomcat
5 9 (40.91%) DSDM
5 9 (40.91%) JMS
5 9 (40.91%) JavaScript
5 9 (40.91%) HTML
5 9 (40.91%) Oracle
5 9 (40.91%) WebLogic
5 9 (40.91%) Couchbase
5 9 (40.91%) NoSQL
5 9 (40.91%) Redis
5 9 (40.91%) Riak
5 9 (40.91%) Cobbler
5 9 (40.91%) Vagrant
5 9 (40.91%) Opscode Chef
5 9 (40.91%) Ansible
5 9 (40.91%) Docker
5 9 (40.91%) BDD

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 9 (40.91%) JBoss
1 9 (40.91%) Jetty
1 9 (40.91%) Tomcat
1 9 (40.91%) WebLogic
2 8 (36.36%) WebSphere
3 6 (27.27%) Oracle SOA Suite
4 2 (9.09%) Apache Spark
Cloud Services
1 5 (22.73%) Amazon AWS
Communications & Networking
1 8 (36.36%) AMQP
Database & Business Intelligence
1 11 (50.00%) MongoDB
2 9 (40.91%) Couchbase
2 9 (40.91%) NoSQL
2 9 (40.91%) Redis
2 9 (40.91%) Riak
3 4 (18.18%) Big Data
4 3 (13.64%) Data Mining
4 3 (13.64%) MySQL
4 3 (13.64%) RDBMS
4 3 (13.64%) Relational Database
5 2 (9.09%) Apache Cassandra
5 2 (9.09%) Apache Hive
5 2 (9.09%) Data Warehouse
5 2 (9.09%) Impala
5 2 (9.09%) Oracle Database
5 2 (9.09%) Oracle Exadata
5 2 (9.09%) PowerCenter
5 2 (9.09%) SAP BW
5 2 (9.09%) Spark SQL
5 2 (9.09%) Sqoop
Development Applications
1 9 (40.91%) Vagrant
2 8 (36.36%) Cucumber
2 8 (36.36%) FitNesse
2 8 (36.36%) Selenium
General
1 4 (18.18%) Finance
2 1 (4.55%) Banking
2 1 (4.55%) Investment Banking
Job Titles
1 15 (68.18%) Developer
2 8 (36.36%) Java Developer
3 6 (27.27%) Full Stack Developer
4 4 (18.18%) Architect
4 4 (18.18%) Data Architect
5 3 (13.64%) Analytics Developer
5 3 (13.64%) DBA
6 2 (9.09%) Administrator
6 2 (9.09%) Big Data Architect
6 2 (9.09%) Hadoop Architect
6 2 (9.09%) Lead Developer
6 2 (9.09%) Oracle Architect
6 2 (9.09%) Oracle DBA
6 2 (9.09%) Python Developer
6 2 (9.09%) SAP Architect
6 2 (9.09%) SAP BW Architect
7 1 (4.55%) Front End Developer (Client-Side Developer)
7 1 (4.55%) Hadoop Developer
7 1 (4.55%) Lead Java Developer
7 1 (4.55%) Report Developer
Libraries, Frameworks & Software Standards
1 10 (45.45%) Kafka
1 10 (45.45%) Spring
2 9 (40.91%) Hibernate
2 9 (40.91%) HTML
2 9 (40.91%) JMS
2 9 (40.91%) JPA
3 8 (36.36%) HTML5
3 8 (36.36%) RabbitMQ
3 8 (36.36%) TIBCO EMS
3 8 (36.36%) WebSphere MQ
4 3 (13.64%) Middleware
5 1 (4.55%) AngularJS
5 1 (4.55%) CSS
5 1 (4.55%) J2EE
5 1 (4.55%) JDBC
5 1 (4.55%) JNDI
5 1 (4.55%) React
5 1 (4.55%) REST
5 1 (4.55%) Web Services
Miscellaneous
1 6 (27.27%) Analytical Skills
2 3 (13.64%) Computer Science
2 3 (13.64%) Data Structures
2 3 (13.64%) Enterprise Software
3 2 (9.09%) Derivative
3 2 (9.09%) OTC Derivatives
4 1 (4.55%) Credit Risk
4 1 (4.55%) Cyberthreat
4 1 (4.55%) Market Risk
Operating Systems
1 2 (9.09%) Unix
Processes & Methodologies
1 14 (63.64%) Agile Software Development
2 11 (50.00%) UML
3 9 (40.91%) BDD
3 9 (40.91%) DSDM
3 9 (40.91%) Integration Testing
3 9 (40.91%) RUP
3 9 (40.91%) Scrum
3 9 (40.91%) TDD
4 8 (36.36%) Concurrent Programming
4 8 (36.36%) Kanban
4 8 (36.36%) Multithreading
4 8 (36.36%) Software Engineering
4 8 (36.36%) Test Automation
5 7 (31.82%) Mentoring
5 7 (31.82%) System Testing
6 6 (27.27%) SOA
7 5 (22.73%) Business Transformation
8 4 (18.18%) Data Analysis
9 3 (13.64%) Mathematics
9 3 (13.64%) Requirements Analysis
Programming Languages
1 14 (63.64%) Python
2 12 (54.55%) Java
3 9 (40.91%) Bash Shell
3 9 (40.91%) JavaScript
3 9 (40.91%) Ruby
4 8 (36.36%) SQL
5 2 (9.09%) C
5 2 (9.09%) C++
5 2 (9.09%) PL/SQL
5 2 (9.09%) Scala
Qualifications
1 6 (27.27%) Security Cleared
2 3 (13.64%) BC Cleared
3 2 (9.09%) SC Cleared
Quality Assurance & Compliance
1 7 (31.82%) QA
2 1 (4.55%) COBIT
System Software
1 9 (40.91%) Docker
Systems Management
1 9 (40.91%) Ansible
1 9 (40.91%) Cobbler
1 9 (40.91%) Opscode Chef
1 9 (40.91%) Puppet
Vendors
1 9 (40.91%) Oracle
2 8 (36.36%) IBM
2 8 (36.36%) TIBCO
3 3 (13.64%) EnterpriseDB
3 3 (13.64%) Splunk
4 2 (9.09%) SAP
5 1 (4.55%) Cloudera
5 1 (4.55%) Informatica