The table below looks at the statistics for NoSQL skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited NoSQL over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
NoSQL
Rank 98 123 133
Rank change year-on-year
+25 +10
Contract jobs citing NoSQL 36 15 1
As % of all contract IT jobs located in Scotland 1.39% 0.47% 0.037%
As % of the Database & Business Intelligence category 5.76% 2.38% 0.19%
Number of daily rates quoted 17 6 1
Median daily rate £375 £388 £375
Median daily rate % change year-on-year
-3.22% +3.33%
UK excluding London median daily rate £400 £413 £400
% change year-on-year
-3.03% +3.12%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £50.00 -
% change year-on-year
-15.00% -
NoSQL
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Contract IT job ads with a match in the
Database & Business Intelligence category
625 629 532
As % of all contract IT jobs located in Scotland 24.08% 19.74% 19.63%
Number of daily rates quoted 348 323 264
Median daily rate £350 £355 £350
Median daily rate % change year-on-year
-1.40% +1.42%
90% offered a daily rate of more than £250 £280 £262
10% offered a daily rate of more than £475 £450 £450
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 12 5 4
Median hourly rate £42.00 £42.50 £14.00
Median hourly rate % change year-on-year
-1.17% +203.57%
90% offered a hourly rate of more than £27.00 £15.07 £11.00
10% offered a hourly rate of more than £44.70 £65.00 £101.75
UK excluding London median hourly rate £31.00 £28.50 £25.00
% change year-on-year
+8.77% +14.00%

NoSQL
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing NoSQL as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

NoSQL Jobs Demand Trend in Scotland

NoSQL
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing NoSQL across the Scotland region.

NoSQL Daily Rate Trend in Scotland

NoSQL
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Scotland region over the 3 months to 24 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +10 24 £375 -9.09% 3
Glasgow +9 10 £375 +3.44% 5
Stirling - 2 - -
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 July 2016, 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 Scotland region with a requirement for NoSQL.

1 69 (95.83%) Java
2 60 (83.33%) Agile Software Development
3 52 (72.22%) JavaScript
4 51 (70.83%) AngularJS
5 50 (69.44%) Python
6 35 (48.61%) Scrum
7 33 (45.83%) TDD
8 32 (44.44%) SQL
9 31 (43.06%) Linux
10 30 (41.67%) GIS
10 30 (41.67%) Open Source
10 30 (41.67%) BDD
11 29 (40.28%) Git (software)
12 28 (38.89%) HTML
12 28 (38.89%) MongoDB
12 28 (38.89%) PostGIS
12 28 (38.89%) GeoServer
12 28 (38.89%) OpenLayers
13 27 (37.50%) Web Services
13 27 (37.50%) Subversion
14 25 (34.72%) CSS
14 25 (34.72%) Node.js
15 24 (33.33%) REST
16 23 (31.94%) Jenkins
17 21 (29.17%) Leaflet
17 21 (29.17%) SDLC
17 21 (29.17%) ESRI
18 20 (27.78%) jQuery
18 20 (27.78%) Sass
18 20 (27.78%) Hudson

NoSQL
Top Related IT Skills in Scotland 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 28 (38.89%) GeoServer
2 8 (11.11%) Tomcat
3 7 (9.72%) Apache
3 7 (9.72%) JBoss
4 5 (6.94%) Oracle Workflow
5 2 (2.78%) Confluence
5 2 (2.78%) Jetty
5 2 (2.78%) OpenStack
Business Applications
1 5 (6.94%) Oracle BPM
Cloud Services
1 9 (12.50%) Amazon AWS
2 3 (4.17%) Amazon EC2
3 2 (2.78%) Google Cloud Platform
4 1 (1.39%) Amazon CloudWatch
4 1 (1.39%) Amazon S3
4 1 (1.39%) Microsoft Azure
Communications & Networking
1 2 (2.78%) HTTP
1 2 (2.78%) LDAP
1 2 (2.78%) SSL
Database & Business Intelligence
1 30 (41.67%) GIS
2 28 (38.89%) MongoDB
3 10 (13.89%) Spatial Data
4 8 (11.11%) Relational Database
5 7 (9.72%) QGIS
6 6 (8.33%) RDBMS
7 5 (6.94%) MarkLogic
8 4 (5.56%) Data Warehouse
8 4 (5.56%) DB2
9 2 (2.78%) MySQL
9 2 (2.78%) PostgreSQL
9 2 (2.78%) SQL Server
10 1 (1.39%) Apache Cassandra
10 1 (1.39%) Big Data
10 1 (1.39%) Hadoop
Development Applications
1 29 (40.28%) Git (software)
2 27 (37.50%) Subversion
3 23 (31.94%) Jenkins
4 20 (27.78%) Hudson
5 19 (26.39%) JIRA
6 17 (23.61%) Gradle
7 16 (22.22%) Bower
8 15 (20.83%) Maven
9 14 (19.44%) Cucumber
9 14 (19.44%) Selenium
10 12 (16.67%) JBehave
11 7 (9.72%) DBeaver
12 3 (4.17%) Ant
12 3 (4.17%) ClearCase
12 3 (4.17%) TeamCity
13 2 (2.78%) Atlassian Bamboo
13 2 (2.78%) GitLab
13 2 (2.78%) gulp
13 2 (2.78%) JUnit
13 2 (2.78%) Sonatype Nexus
General
1 7 (9.72%) Finance
2 3 (4.17%) Banking
3 2 (2.78%) Law
Job Titles
1 60 (83.33%) Developer
2 29 (40.28%) Java Developer
3 28 (38.89%) GIS Developer
4 19 (26.39%) Senior Developer
5 15 (20.83%) Senior Java Developer
6 6 (8.33%) DevOps Engineer
7 5 (6.94%) Python Developer
7 5 (6.94%) Senior Python Developer
8 3 (4.17%) Java Programmer
8 3 (4.17%) JavaScript Developer
8 3 (4.17%) Operations Engineer
8 3 (4.17%) Perl Developer
8 3 (4.17%) Programmer
8 3 (4.17%) Senior Java Programmer
8 3 (4.17%) Senior JavaScript Developer
8 3 (4.17%) Senior Perl Developer
8 3 (4.17%) Senior Programmer
9 2 (2.78%) Agile Java Developer
9 2 (2.78%) Cloud Engineer
9 2 (2.78%) Infrastructure Operations Engineer
Libraries, Frameworks & Software Standards
1 51 (70.83%) AngularJS
2 28 (38.89%) HTML
2 28 (38.89%) OpenLayers
2 28 (38.89%) PostGIS
3 27 (37.50%) Web Services
4 25 (34.72%) CSS
4 25 (34.72%) Node.js
5 24 (33.33%) REST
6 21 (29.17%) Leaflet
7 20 (27.78%) jQuery
7 20 (27.78%) Sass
8 17 (23.61%) Spring
9 14 (19.44%) Flask
10 9 (12.50%) Hibernate
10 9 (12.50%) J2EE
10 9 (12.50%) Java EE
11 8 (11.11%) Spring Boot
12 7 (9.72%) JSP
12 7 (9.72%) RESTful
12 7 (9.72%) Servlets
Miscellaneous
1 6 (8.33%) Enterprise Software
2 5 (6.94%) Computer Science
3 2 (2.78%) Data Structures
3 2 (2.78%) Photography
3 2 (2.78%) Visualisation
4 1 (1.39%) Hybrid Cloud
4 1 (1.39%) User Experience
4 1 (1.39%) Virtual Team
Operating Systems
1 31 (43.06%) Linux
2 8 (11.11%) Windows
3 6 (8.33%) Unix
4 5 (6.94%) Mac OS X
5 2 (2.78%) AIX
5 2 (2.78%) CentOS
6 1 (1.39%) Red Hat Enterprise Linux
Processes & Methodologies
1 60 (83.33%) Agile Software Development
2 35 (48.61%) Scrum
3 33 (45.83%) TDD
4 30 (41.67%) BDD
4 30 (41.67%) Open Source
5 21 (29.17%) SDLC
6 19 (26.39%) Kanban
7 17 (23.61%) Microservices
8 13 (18.06%) DevOps
9 12 (16.67%) OOD
10 11 (15.28%) Continuous Integration
10 11 (15.28%) Front End Development
10 11 (15.28%) Mentoring
11 9 (12.50%) Unit Testing
12 8 (11.11%) OO
13 6 (8.33%) ETL
13 6 (8.33%) Integration Testing
13 6 (8.33%) Software Engineering
13 6 (8.33%) System Integration Testing
13 6 (8.33%) Test Automation
Programming Languages
1 69 (95.83%) Java
2 52 (72.22%) JavaScript
3 50 (69.44%) Python
4 32 (44.44%) SQL
5 19 (26.39%) CoffeeScript
6 18 (25.00%) Perl
7 12 (16.67%) PL/SQL
8 7 (9.72%) Ruby
9 4 (5.56%) Shell Script
10 3 (4.17%) Clojure
11 2 (2.78%) Bash Shell
11 2 (2.78%) PHP
12 1 (1.39%) Scala
Qualifications
1 8 (11.11%) Degree
2 2 (2.78%) Security Cleared
3 1 (1.39%) BPSS Clearance
3 1 (1.39%) SC Cleared
Quality Assurance & Compliance
1 13 (18.06%) QA
2 5 (6.94%) Disclosure Scotland
System Software
1 7 (9.72%) GeoWebCache
2 5 (6.94%) Docker
3 3 (4.17%) VMware Infrastructure
4 2 (2.78%) Dovecot
4 2 (2.78%) SpamAssassin
4 2 (2.78%) VirtualBox
5 1 (1.39%) Active Directory
Systems Management
1 8 (11.11%) Ansible
2 4 (5.56%) Opscode Chef
2 4 (5.56%) Puppet
3 2 (2.78%) CA Wily
3 2 (2.78%) Capistrano
3 2 (2.78%) logstash
3 2 (2.78%) rkt
3 2 (2.78%) Tivoli
3 2 (2.78%) Zenoss
4 1 (1.39%) Kubernetes
4 1 (1.39%) Mesos
Vendors
1 21 (29.17%) ESRI
2 19 (26.39%) VMware
3 12 (16.67%) Oracle
4 4 (5.56%) Sybase
5 2 (2.78%) Atlassian
5 2 (2.78%) Google
5 2 (2.78%) Red Hat
5 2 (2.78%) Splunk
6 1 (1.39%) Perforce