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 31 May 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
31 May 2016
Same period 2015 Same period 2014
NoSQL
Rank 101 116 120
Rank change year-on-year
+15 +4
Contract jobs citing NoSQL 44 15 4
As % of all contract IT jobs located in Scotland 1.52% 0.52% 0.15%
As % of the Database & Business Intelligence category 7.51% 2.46% 0.71%
Number of daily rates quoted 14 4 2
Median daily rate £375 £438 £425
Median daily rate % change year-on-year
-14.28% +2.94%
UK excluding London median daily rate £400 £415 £413
% change year-on-year
-3.61% +0.60%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 - -
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
586 610 561
As % of all contract IT jobs located in Scotland 20.29% 21.06% 21.59%
Number of daily rates quoted 339 323 305
Median daily rate £350 £361 £350
Median daily rate % change year-on-year
-3.11% +3.21%
90% offered a daily rate of more than £289 £263 £265
10% offered a daily rate of more than £500 £450 £450
UK excluding London median daily rate £390 £363 £350
% change year-on-year
+7.58% +3.57%
Number of hourly rates quoted 12 5 2
Median hourly rate £36.00 £35.00 £27.75
Median hourly rate % change year-on-year
+2.85% +26.12%
90% offered a hourly rate of more than £13.70 £29.80 £19.15
10% offered a hourly rate of more than £43.00 £42.50 £36.35
UK excluding London median hourly rate £34.50 £26.00 £31.50
% change year-on-year
+32.69% -17.46%

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
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing NoSQL across the Scotland region over the 3 months to 31 May 2016.

NoSQL Daily Rate Histogram 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 31 May 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 +9 34 £375 -14.28% 8
Glasgow +8 8 £375 - 3
Stirling - 2 - -
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 31 May 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 65 (94.20%) Java
2 63 (91.30%) Agile Software Development
3 54 (78.26%) Python
4 53 (76.81%) AngularJS
5 51 (73.91%) JavaScript
6 36 (52.17%) Open Source
7 35 (50.72%) GIS
8 33 (47.83%) PostGIS
8 33 (47.83%) GeoServer
8 33 (47.83%) OpenLayers
9 32 (46.38%) Scrum
9 32 (46.38%) Web Services
10 28 (40.58%) TDD
11 27 (39.13%) REST
12 26 (37.68%) Leaflet
12 26 (37.68%) SQL
12 26 (37.68%) ESRI
13 24 (34.78%) HTML
13 24 (34.78%) Linux
13 24 (34.78%) JIRA
13 24 (34.78%) BDD
14 23 (33.33%) Node.js
14 23 (33.33%) Git (software)
15 22 (31.88%) Subversion
16 21 (30.43%) CSS
16 21 (30.43%) MongoDB
16 21 (30.43%) SDLC
17 18 (26.09%) Cucumber
17 18 (26.09%) Jenkins
17 18 (26.09%) Gradle

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 33 (47.83%) GeoServer
2 23 (33.33%) Node.js
3 6 (8.70%) Apache
3 6 (8.70%) Tomcat
4 4 (5.80%) JBoss
4 4 (5.80%) Oracle Workflow
5 2 (2.90%) Confluence
5 2 (2.90%) Jetty
5 2 (2.90%) OpenStack
Business Applications
1 4 (5.80%) Oracle BPM
Cloud Services
1 11 (15.94%) Amazon AWS
2 3 (4.35%) Amazon EC2
3 2 (2.90%) Google Cloud Platform
4 1 (1.45%) Amazon CloudWatch
4 1 (1.45%) Amazon S3
4 1 (1.45%) Microsoft Azure
Communications & Networking
1 2 (2.90%) HTTP
1 2 (2.90%) LDAP
1 2 (2.90%) SSL
Database & Business Intelligence
1 35 (50.72%) GIS
2 21 (30.43%) MongoDB
3 7 (10.14%) QGIS
4 4 (5.80%) Data Warehouse
4 4 (5.80%) MarkLogic
5 2 (2.90%) Big Data
5 2 (2.90%) DB2
5 2 (2.90%) MySQL
5 2 (2.90%) PostgreSQL
5 2 (2.90%) RDBMS
5 2 (2.90%) Relational Database
6 1 (1.45%) Apache Cassandra
6 1 (1.45%) Hadoop
Development Applications
1 24 (34.78%) JIRA
2 23 (33.33%) Git (software)
3 22 (31.88%) Subversion
4 18 (26.09%) Cucumber
4 18 (26.09%) Gradle
4 18 (26.09%) Jenkins
4 18 (26.09%) Maven
4 18 (26.09%) Selenium
5 16 (23.19%) Hudson
5 16 (23.19%) JBehave
6 12 (17.39%) Bower
7 7 (10.14%) DBeaver
8 2 (2.90%) Ant
8 2 (2.90%) Artifactory
8 2 (2.90%) Atlassian Bamboo
8 2 (2.90%) Grunt
8 2 (2.90%) gulp
8 2 (2.90%) Sonatype Nexus
8 2 (2.90%) TeamCity
8 2 (2.90%) Vagrant
General
1 6 (8.70%) Finance
2 3 (4.35%) Banking
Job Titles
1 59 (85.51%) Developer
2 33 (47.83%) GIS Developer
3 23 (33.33%) Java Developer
4 15 (21.74%) Senior Developer
5 11 (15.94%) Senior Java Developer
6 5 (7.25%) Python Developer
6 5 (7.25%) Senior Python Developer
7 4 (5.80%) DevOps Engineer
8 3 (4.35%) JavaScript Developer
8 3 (4.35%) Perl Developer
8 3 (4.35%) Senior JavaScript Developer
8 3 (4.35%) Senior Perl Developer
9 2 (2.90%) Infrastructure Engineer
9 2 (2.90%) Infrastructure Operations Engineer
9 2 (2.90%) Java Programmer
9 2 (2.90%) Operations Engineer
9 2 (2.90%) Programmer
9 2 (2.90%) Senior GIS Developer
9 2 (2.90%) Senior Java Programmer
9 2 (2.90%) Senior Programmer
Libraries, Frameworks & Software Standards
1 53 (76.81%) AngularJS
2 33 (47.83%) OpenLayers
2 33 (47.83%) PostGIS
3 32 (46.38%) Web Services
4 27 (39.13%) REST
5 26 (37.68%) Leaflet
6 24 (34.78%) HTML
7 21 (30.43%) CSS
8 17 (24.64%) jQuery
9 16 (23.19%) Sass
10 14 (20.29%) Flask
11 11 (15.94%) Spring
12 7 (10.14%) Java EE
13 6 (8.70%) JSP
13 6 (8.70%) RESTful
13 6 (8.70%) Servlets
13 6 (8.70%) Spring Boot
13 6 (8.70%) Twitter Bootstrap
14 5 (7.25%) Hibernate
14 5 (7.25%) J2EE
Miscellaneous
1 5 (7.25%) Enterprise Software
2 4 (5.80%) Computer Science
3 2 (2.90%) Data Structures
3 2 (2.90%) Photography
3 2 (2.90%) Visualisation
4 1 (1.45%) Hybrid Cloud
4 1 (1.45%) User Experience
Operating Systems
1 24 (34.78%) Linux
2 7 (10.14%) Windows
3 5 (7.25%) Mac OS X
3 5 (7.25%) Unix
4 2 (2.90%) AIX
4 2 (2.90%) CentOS
Processes & Methodologies
1 63 (91.30%) Agile Software Development
2 36 (52.17%) Open Source
3 32 (46.38%) Scrum
4 28 (40.58%) TDD
5 24 (34.78%) BDD
6 21 (30.43%) SDLC
7 18 (26.09%) Microservices
8 16 (23.19%) Kanban
9 11 (15.94%) DevOps
9 11 (15.94%) OOD
10 9 (13.04%) Front End Development
10 9 (13.04%) Mentoring
11 8 (11.59%) OO
12 7 (10.14%) Continuous Integration
12 7 (10.14%) ETL
13 6 (8.70%) Service Delivery
13 6 (8.70%) Software Engineering
13 6 (8.70%) Unit Testing
14 5 (7.25%) Business Intelligence
14 5 (7.25%) OOA/OOD
Programming Languages
1 65 (94.20%) Java
2 54 (78.26%) Python
3 51 (73.91%) JavaScript
4 26 (37.68%) SQL
5 18 (26.09%) Perl
6 15 (21.74%) CoffeeScript
7 11 (15.94%) PL/SQL
8 5 (7.25%) Ruby
9 3 (4.35%) Clojure
10 2 (2.90%) Bash Shell
10 2 (2.90%) Shell Script
11 1 (1.45%) Scala
Qualifications
1 5 (7.25%) Degree
2 2 (2.90%) Security Cleared
Quality Assurance & Compliance
1 16 (23.19%) QA
2 4 (5.80%) Disclosure Scotland
System Software
1 3 (4.35%) Docker
1 3 (4.35%) VMware Infrastructure
2 2 (2.90%) Dovecot
2 2 (2.90%) SpamAssassin
2 2 (2.90%) VirtualBox
Systems Management
1 4 (5.80%) Ansible
2 2 (2.90%) CA Wily
2 2 (2.90%) logstash
2 2 (2.90%) Opscode Chef
2 2 (2.90%) Puppet
2 2 (2.90%) Tivoli
2 2 (2.90%) Zenoss
3 1 (1.45%) Kubernetes
3 1 (1.45%) Mesos
Vendors
1 26 (37.68%) ESRI
2 16 (23.19%) VMware
3 7 (10.14%) Oracle
4 2 (2.90%) Atlassian
4 2 (2.90%) Google
4 2 (2.90%) Red Hat
4 2 (2.90%) Splunk
Edinburgh, Midlothian
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