Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 24 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.

NoSQL
Scotland > Glasgow
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 48 54 96
Rank change year-on-year +6 +42 -14
Contract jobs citing NoSQL 48 33 6
As % of all contract IT jobs advertised in Glasgow 3.70% 2.95% 0.35%
As % of the Database & Business Intelligence category 14.59% 10.89% 1.38%
Number of daily rates quoted 33 13 4
Glasgow median daily rate £380 £400 £388
Median daily rate % change year-on-year -5.00% +3.23% -40.38%
10th Percentile £319 £340 £320
90th Percentile £438 £470 £558
Scotland median daily rate £380 £400 £413
% change year-on-year -5.00% -3.03% -36.54%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

NoSQL 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 329 303 436
As % of all contract IT jobs advertised in Glasgow 25.33% 27.13% 25.50%
Number of daily rates quoted 172 153 230
Glasgow median daily rate £380 £363 £338
Median daily rate % change year-on-year +4.83% +7.41% -3.57%
10th Percentile £276 £260 £213
90th Percentile £500 £471 £464
Scotland median daily rate £389 £350 £375
% change year-on-year +11.07% -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 £42.00 £42.25 £25.00
% change year-on-year -0.59% +69.00% -9.09%

NoSQL
Job Vacancy Trend in Glasgow

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

Job vacancy trend for NoSQL in Glasgow

NoSQL
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for NoSQL in Glasgow

For the 6 months to 24 November 2017, IT contractor jobs citing NoSQL 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 NoSQL.

1 45 (93.75%) JavaScript
2 42 (87.50%) Agile Software Development
3 41 (85.42%) Java
4 32 (66.67%) Hibernate
4 32 (66.67%) Spring
5 30 (62.50%) Test Automation
6 29 (60.42%) Maven
7 27 (56.25%) Subversion
7 27 (56.25%) SQL
7 27 (56.25%) Git (software)
8 26 (54.17%) Mercurial
9 22 (45.83%) MongoDB
9 22 (45.83%) Data Structures
9 22 (45.83%) Algorithms
9 22 (45.83%) OO
9 22 (45.83%) Continuous Integration
10 21 (43.75%) TDD
11 15 (31.25%) Scrum
11 15 (31.25%) Ruby
12 14 (29.17%) Python
12 14 (29.17%) BDD
12 14 (29.17%) Kanban
13 12 (25.00%) Amazon AWS
13 12 (25.00%) Concurrent Programming
13 12 (25.00%) HTML
14 11 (22.92%) Software Engineering
14 11 (22.92%) HTML5
15 10 (20.83%) Puppet
15 10 (20.83%) Ansible
16 9 (18.75%) Docker

NoSQL
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 (18.75%) JBoss
1 9 (18.75%) Tomcat
2 8 (16.67%) Jetty
2 8 (16.67%) WebLogic
3 7 (14.58%) WebSphere
4 3 (6.25%) Apache
Cloud Services
1 12 (25.00%) Amazon AWS
2 6 (12.50%) Amazon EC2
2 6 (12.50%) Amazon S3
2 6 (12.50%) Amazon SQS
3 2 (4.17%) Microsoft Azure
4 1 (2.08%) AWS CloudFormation
4 1 (2.08%) AWS Lambda
4 1 (2.08%) GitHub
4 1 (2.08%) Serverless
Communications & Networking
1 7 (14.58%) AMQP
2 1 (2.08%) HTTP
2 1 (2.08%) Internet
2 1 (2.08%) SMS
Database & Business Intelligence
1 22 (45.83%) MongoDB
2 8 (16.67%) Couchbase
2 8 (16.67%) Hadoop
2 8 (16.67%) Redis
2 8 (16.67%) Riak
3 1 (2.08%) Apache Cassandra
3 1 (2.08%) PostgreSQL
Development Applications
1 29 (60.42%) Maven
2 27 (56.25%) Git (software)
2 27 (56.25%) Subversion
3 26 (54.17%) Mercurial
4 8 (16.67%) Cucumber
4 8 (16.67%) Vagrant
5 7 (14.58%) FitNesse
5 7 (14.58%) Jenkins
5 7 (14.58%) Selenium
6 4 (8.33%) Grunt
6 4 (8.33%) gulp
7 1 (2.08%) Bugzilla
7 1 (2.08%) JIRA
General
1 1 (2.08%) Finance
Job Titles
1 43 (89.58%) Developer
2 36 (75.00%) Java Developer
3 7 (14.58%) AWS Developer
4 6 (12.50%) Full Stack Developer
5 3 (6.25%) JavaScript Engineer
5 3 (6.25%) PHP Software Engineer
5 3 (6.25%) Software Engineer
6 2 (4.17%) Front End Developer (Client-Side Developer)
6 2 (4.17%) Lead Developer
6 2 (4.17%) UI Developer
7 1 (2.08%) Data Scientist
7 1 (2.08%) Front End Web Developer (Client-Side Developer)
7 1 (2.08%) HTML Developer
7 1 (2.08%) Java Technologist
7 1 (2.08%) JavaScript Developer
7 1 (2.08%) Junior
7 1 (2.08%) Lead Java Developer
7 1 (2.08%) Python Developer
7 1 (2.08%) SC Cleared Java Developer
7 1 (2.08%) Web Developer
Libraries, Frameworks & Software Standards
1 32 (66.67%) Hibernate
1 32 (66.67%) Spring
2 12 (25.00%) HTML
3 11 (22.92%) HTML5
4 9 (18.75%) AngularJS
5 8 (16.67%) JMS
5 8 (16.67%) JPA
6 7 (14.58%) Kafka
6 7 (14.58%) RabbitMQ
6 7 (14.58%) TIBCO EMS
6 7 (14.58%) Web Services
6 7 (14.58%) WebSphere MQ
7 5 (10.42%) CSS
7 5 (10.42%) React
8 4 (8.33%) Backbone.js
8 4 (8.33%) CSS3
8 4 (8.33%) Ember.js
8 4 (8.33%) KnockoutJS
8 4 (8.33%) LESS
8 4 (8.33%) Sass
Miscellaneous
1 22 (45.83%) Algorithms
1 22 (45.83%) Data Structures
2 3 (6.25%) Virtual Team
3 1 (2.08%) Fintech
3 1 (2.08%) Internet of Things
Operating Systems
1 1 (2.08%) CentOS
1 1 (2.08%) Linux
1 1 (2.08%) Ubuntu
1 1 (2.08%) Unix
Processes & Methodologies
1 42 (87.50%) Agile Software Development
2 30 (62.50%) Test Automation
3 22 (45.83%) Continuous Integration
3 22 (45.83%) OO
4 21 (43.75%) TDD
5 15 (31.25%) Scrum
6 14 (29.17%) BDD
6 14 (29.17%) Kanban
7 12 (25.00%) Concurrent Programming
8 11 (22.92%) Software Engineering
9 9 (18.75%) Continuous Delivery
10 8 (16.67%) Multithreading
11 7 (14.58%) DSDM
11 7 (14.58%) Integration Testing
11 7 (14.58%) RUP
11 7 (14.58%) UML
12 6 (12.50%) Mentoring
12 6 (12.50%) System Testing
13 5 (10.42%) Front End Development
14 4 (8.33%) Business Transformation
Programming Languages
1 45 (93.75%) JavaScript
2 41 (85.42%) Java
3 27 (56.25%) SQL
4 15 (31.25%) Ruby
5 14 (29.17%) Python
6 8 (16.67%) Bash Shell
7 7 (14.58%) PHP
8 4 (8.33%) C#
9 1 (2.08%) R
9 1 (2.08%) Scala
9 1 (2.08%) XPath
9 1 (2.08%) XQuery
Qualifications
1 4 (8.33%) Security Cleared
2 3 (6.25%) BC Cleared
3 1 (2.08%) Degree
3 1 (2.08%) SC Cleared
Quality Assurance & Compliance
1 6 (12.50%) QA
System Software
1 9 (18.75%) Docker
Systems Management
1 10 (20.83%) Ansible
1 10 (20.83%) Puppet
2 9 (18.75%) Opscode Chef
3 8 (16.67%) Cobbler
4 1 (2.08%) Business Desktop Deployment
Vendors
1 7 (14.58%) IBM
1 7 (14.58%) TIBCO
2 2 (4.17%) Informatica