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 3 months to 27 June 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
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 40 59 69
Rank change year-on-year +19 +10  
Contract jobs citing NoSQL 24 12 2
As % of all contract IT jobs advertised in Glasgow 3.63% 1.69% 0.23%
As % of the Database & Business Intelligence category 13.64% 6.19% 0.95%
Number of daily rates quoted 17 6 1
Median daily rate £400 £375 £320
Median daily rate % change year-on-year +6.66% +17.18%  
UK excluding London median daily rate £425 £400 £403
% change year-on-year +6.25% -0.62%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.75 £40.00 -
% change year-on-year +16.87% -  

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Glasgow
Contract job vacancies with a requirement for database and business intelligence skills 176 194 211
As % of all contract IT job vacancies advertised in Glasgow 26.59% 27.29% 24.00%
Number of daily rates quoted 84 126 102
Median daily rate £380 £350 £350
Median daily rate % change year-on-year +8.57% -  
90% offered a daily rate of more than £302 £288 £288
10% offered a daily rate of more than £493 £425 £425
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 3 0 1
Median hourly rate £190.00 - £65.00
UK excluding London median hourly rate £38.00 £31.14 £26.00
% change year-on-year +22.04% +19.75%  

NoSQL
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing NoSQL as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

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

NoSQL
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing NoSQL in Glasgow over the 3 months to 27 June 2017.

Contractor daily rate histogram for NoSQL in Glasgow

For the 6 months to 27 June 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 35 (97.22%) Java
2 19 (52.78%) JavaScript
3 16 (44.44%) Agile Software Development
4 14 (38.89%) Ruby
5 13 (36.11%) SQL
5 13 (36.11%) J2EE
6 12 (33.33%) Git (software)
7 11 (30.56%) Relational Database
7 11 (30.56%) TDD
8 10 (27.78%) Maven
8 10 (27.78%) Web Services
8 10 (27.78%) PHP
8 10 (27.78%) Jenkins
9 9 (25.00%) Kanban
9 9 (25.00%) Amazon AWS
9 9 (25.00%) Python
9 9 (25.00%) Scrum
10 8 (22.22%) Spring
10 8 (22.22%) Amazon EC2
10 8 (22.22%) Amazon S3
10 8 (22.22%) Amazon SQS
10 8 (22.22%) Continuous Delivery
11 7 (19.44%) MongoDB
11 7 (19.44%) Apache Cassandra
12 6 (16.67%) BDD
12 6 (16.67%) Spring Boot
12 6 (16.67%) Continuous Deployment
12 6 (16.67%) Linux Command Line
12 6 (16.67%) Microservices
12 6 (16.67%) Data Structures

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 6 (16.67%) JBoss
2 5 (13.89%) Apache
2 5 (13.89%) Apache Solr
3 1 (2.78%) CMS
3 1 (2.78%) Elasticsearch
3 1 (2.78%) Sitecore CMS
3 1 (2.78%) Tomcat
3 1 (2.78%) WebSphere
Business Applications
1 1 (2.78%) Oracle Financials
Cloud Services
1 9 (25.00%) Amazon AWS
2 8 (22.22%) Amazon EC2
2 8 (22.22%) Amazon S3
2 8 (22.22%) Amazon SQS
Database & Business Intelligence
1 11 (30.56%) Relational Database
2 7 (19.44%) Apache Cassandra
2 7 (19.44%) MongoDB
3 5 (13.89%) RDBMS
4 4 (11.11%) Data Mining
5 3 (8.33%) InterSystems Cache
6 1 (2.78%) DB2
Development Applications
1 12 (33.33%) Git (software)
2 10 (27.78%) Jenkins
2 10 (27.78%) Maven
3 6 (16.67%) GitLab
4 5 (13.89%) Subversion
5 3 (8.33%) Mercurial
6 2 (5.56%) Cucumber
6 2 (5.56%) Grunt
6 2 (5.56%) gulp
6 2 (5.56%) Hudson
6 2 (5.56%) Selenium
7 1 (2.78%) Bitbucket
General
1 2 (5.56%) Banking
2 1 (2.78%) Finance
2 1 (2.78%) Legal
Job Titles
1 21 (58.33%) Developer
2 17 (47.22%) Java Developer
3 8 (22.22%) AWS Developer
4 5 (13.89%) Architect
4 5 (13.89%) Consultant
4 5 (13.89%) DevOps Consultant
4 5 (13.89%) Technical Architect
5 4 (11.11%) Data Scientist
6 3 (8.33%) J2EE Architect
6 3 (8.33%) J2EE Technical Architect
6 3 (8.33%) Java Architect
6 3 (8.33%) Java Technical Architect
6 3 (8.33%) Java/J2EE Architect
6 3 (8.33%) Java/J2EE Technical Architect
7 2 (5.56%) Senior Developer
7 2 (5.56%) Senior Java Developer
8 1 (2.78%) .NET Developer
8 1 (2.78%) C# .NET Developer
8 1 (2.78%) C# Developer
8 1 (2.78%) Oracle Technical Architect
Libraries, Frameworks & Software Standards
1 13 (36.11%) J2EE
2 10 (27.78%) Web Services
3 8 (22.22%) Spring
4 6 (16.67%) Spring Boot
5 5 (13.89%) CSS
5 5 (13.89%) HTML
6 4 (11.11%) AngularJS
6 4 (11.11%) jQuery
6 4 (11.11%) Lucene
6 4 (11.11%) Natural Language Processing
6 4 (11.11%) Node.js
6 4 (11.11%) Sass
7 3 (8.33%) KnockoutJS
8 2 (5.56%) Backbone.js
8 2 (5.56%) CSS3
8 2 (5.56%) Ember.js
8 2 (5.56%) HTML5
8 2 (5.56%) LESS
8 2 (5.56%) Regular Expression
8 2 (5.56%) RESTful
Miscellaneous
1 6 (16.67%) Algorithms
1 6 (16.67%) Data Structures
1 6 (16.67%) Linux Command Line
2 3 (8.33%) Virtual Team
3 2 (5.56%) Analytical Skills
Operating Systems
1 6 (16.67%) Linux
Processes & Methodologies
1 16 (44.44%) Agile Software Development
2 11 (30.56%) TDD
3 9 (25.00%) Kanban
3 9 (25.00%) Scrum
4 8 (22.22%) Continuous Delivery
5 6 (16.67%) BDD
5 6 (16.67%) Continuous Deployment
5 6 (16.67%) DevOps
5 6 (16.67%) Microservices
5 6 (16.67%) Migration
5 6 (16.67%) Web Development
6 5 (13.89%) Front End Development
7 4 (11.11%) Cluster Analysis
7 4 (11.11%) Data Analysis
7 4 (11.11%) Data Extraction
7 4 (11.11%) OO
8 3 (8.33%) Concurrent Programming
8 3 (8.33%) Continuous Integration
8 3 (8.33%) Test Automation
9 2 (5.56%) Presales
Programming Languages
1 35 (97.22%) Java
2 19 (52.78%) JavaScript
3 14 (38.89%) Ruby
4 13 (36.11%) SQL
5 10 (27.78%) PHP
6 9 (25.00%) Python
7 6 (16.67%) Shell Script
8 5 (13.89%) C#
9 2 (5.56%) CoffeeScript
9 2 (5.56%) PL/SQL
Systems Management
1 6 (16.67%) Ansible
Vendors
1 2 (5.56%) VMware
2 1 (2.78%) Google
2 1 (2.78%) Oracle
2 1 (2.78%) Sitecore