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 August 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 Aug 2016
Same period 2015 Same period 2014
NoSQL
Rank 102 131 126
Rank change year-on-year
+29 -5
Contract jobs citing NoSQL 24 11 5
As % of all contract IT jobs located in Scotland 1.04% 0.34% 0.18%
As % of the Database & Business Intelligence category 4.29% 1.77% 0.89%
Number of daily rates quoted 16 6 1
Median daily rate £400 £413 £375
Median daily rate % change year-on-year
-3.03% +10.00%
UK excluding London median daily rate £425 £425 £425
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £50.00 -
% change year-on-year
-59.00% -
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
560 620 562
As % of all contract IT jobs located in Scotland 24.31% 18.96% 20.43%
Number of daily rates quoted 307 331 284
Median daily rate £350 £355 £360
Median daily rate % change year-on-year
-1.40% -1.38%
90% offered a daily rate of more than £270 £288 £250
10% offered a daily rate of more than £475 £500 £460
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 10 5 8
Median hourly rate £42.00 £24.46 £17.50
Median hourly rate % change year-on-year
+71.69% +39.78%
90% offered a hourly rate of more than £11.11 £11.56 £11.00
10% offered a hourly rate of more than £47.25 £65.00 £135.00
UK excluding London median hourly rate £29.76 £33.00 £25.00
% change year-on-year
-9.81% +32.00%

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
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 24 August 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 24 August 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
Glasgow +14 13 £375 -3.22% 7
Edinburgh +7 11 £425 -6.95% 1
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 August 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 62 (91.18%) Java
2 54 (79.41%) Agile Software Development
3 49 (72.06%) AngularJS
4 43 (63.24%) JavaScript
4 43 (63.24%) Python
5 31 (45.59%) Open Source
6 30 (44.12%) Scrum
7 29 (42.65%) Linux
8 28 (41.18%) TDD
8 28 (41.18%) BDD
9 27 (39.71%) GIS
10 26 (38.24%) PostGIS
10 26 (38.24%) GeoServer
10 26 (38.24%) OpenLayers
11 25 (36.76%) MongoDB
11 25 (36.76%) Git (software)
11 25 (36.76%) HTML
11 25 (36.76%) SQL
12 24 (35.29%) Web Services
13 23 (33.82%) Subversion
14 22 (32.35%) REST
14 22 (32.35%) Jenkins
15 21 (30.88%) Node.js
15 21 (30.88%) Spring
15 21 (30.88%) CSS
16 20 (29.41%) SDLC
17 19 (27.94%) Hudson
17 19 (27.94%) Leaflet
17 19 (27.94%) ESRI
18 18 (26.47%) VMware

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 26 (38.24%) GeoServer
2 12 (17.65%) Tomcat
3 11 (16.18%) Apache
3 11 (16.18%) JBoss
4 9 (13.24%) Oracle Workflow
5 2 (2.94%) Confluence
5 2 (2.94%) Jetty
5 2 (2.94%) OpenStack
5 2 (2.94%) SAS
Business Applications
1 9 (13.24%) Oracle BPM
Cloud Services
1 8 (11.76%) Amazon AWS
2 3 (4.41%) Amazon EC2
3 2 (2.94%) Google Cloud Platform
4 1 (1.47%) Amazon CloudWatch
4 1 (1.47%) Amazon S3
4 1 (1.47%) Microsoft Azure
Communications & Networking
1 2 (2.94%) HTTP
1 2 (2.94%) LDAP
1 2 (2.94%) SSL
Database & Business Intelligence
1 27 (39.71%) GIS
2 25 (36.76%) MongoDB
3 9 (13.24%) MarkLogic
3 9 (13.24%) Relational Database
3 9 (13.24%) Spatial Data
4 7 (10.29%) QGIS
4 7 (10.29%) RDBMS
5 5 (7.35%) DB2
6 3 (4.41%) Data Warehouse
6 3 (4.41%) Hadoop
7 2 (2.94%) Data Lake
7 2 (2.94%) MySQL
7 2 (2.94%) PostgreSQL
7 2 (2.94%) SQL Server
8 1 (1.47%) Apache Cassandra
8 1 (1.47%) Big Data
Development Applications
1 25 (36.76%) Git (software)
2 23 (33.82%) Subversion
3 22 (32.35%) Jenkins
4 19 (27.94%) Hudson
5 17 (25.00%) JIRA
6 16 (23.53%) Gradle
7 15 (22.06%) Bower
8 14 (20.59%) Maven
9 13 (19.12%) Cucumber
9 13 (19.12%) Selenium
10 11 (16.18%) JBehave
11 7 (10.29%) DBeaver
12 3 (4.41%) Ant
12 3 (4.41%) ClearCase
12 3 (4.41%) TeamCity
13 2 (2.94%) Artifactory
13 2 (2.94%) Atlassian Bamboo
13 2 (2.94%) JUnit
13 2 (2.94%) Mockito
13 2 (2.94%) Vagrant
General
1 11 (16.18%) Finance
2 4 (5.88%) Banking
3 2 (2.94%) Law
Job Titles
1 57 (83.82%) Developer
2 28 (41.18%) Java Developer
3 26 (38.24%) GIS Developer
4 15 (22.06%) Senior Developer
5 11 (16.18%) Senior Java Developer
6 6 (8.82%) DevOps Engineer
7 4 (5.88%) Python Developer
7 4 (5.88%) Senior Python Developer
8 3 (4.41%) Architect
8 3 (4.41%) Continuous Deployment Engineer
8 3 (4.41%) Java Programmer
8 3 (4.41%) JavaScript Developer
8 3 (4.41%) Operations Engineer
8 3 (4.41%) Programmer
8 3 (4.41%) Senior Java Programmer
8 3 (4.41%) Senior JavaScript Developer
8 3 (4.41%) Senior Programmer
9 2 (2.94%) Cloud Infrastructure Engineer
9 2 (2.94%) Infrastructure Engineer
9 2 (2.94%) Perl Developer
Libraries, Frameworks & Software Standards
1 49 (72.06%) AngularJS
2 26 (38.24%) OpenLayers
2 26 (38.24%) PostGIS
3 25 (36.76%) HTML
4 24 (35.29%) Web Services
5 22 (32.35%) REST
6 21 (30.88%) CSS
6 21 (30.88%) Node.js
6 21 (30.88%) Spring
7 19 (27.94%) Leaflet
8 18 (26.47%) jQuery
8 18 (26.47%) Sass
9 13 (19.12%) Flask
9 13 (19.12%) Hibernate
9 13 (19.12%) J2EE
10 11 (16.18%) JSP
10 11 (16.18%) Servlets
11 9 (13.24%) Apache Commons
11 9 (13.24%) Ext JS
11 9 (13.24%) jBPM
Miscellaneous
1 9 (13.24%) Enterprise Software
2 8 (11.76%) Computer Science
3 2 (2.94%) Photography
3 2 (2.94%) Visualisation
4 1 (1.47%) Hybrid Cloud
4 1 (1.47%) Virtual Team
Operating Systems
1 29 (42.65%) Linux
2 12 (17.65%) Windows
3 2 (2.94%) AIX
3 2 (2.94%) CentOS
3 2 (2.94%) Mac OS X
3 2 (2.94%) Unix
4 1 (1.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 54 (79.41%) Agile Software Development
2 31 (45.59%) Open Source
3 30 (44.12%) Scrum
4 28 (41.18%) BDD
4 28 (41.18%) TDD
5 20 (29.41%) SDLC
6 15 (22.06%) Kanban
6 15 (22.06%) Microservices
7 14 (20.59%) OOD
8 12 (17.65%) DevOps
9 10 (14.71%) Continuous Integration
9 10 (14.71%) Front End Development
9 10 (14.71%) Integration Testing
10 9 (13.24%) BPMN
10 9 (13.24%) OO
10 9 (13.24%) System Integration Testing
10 9 (13.24%) User Acceptance Testing
10 9 (13.24%) User Stories
10 9 (13.24%) Workflow
11 8 (11.76%) Mentoring
Programming Languages
1 62 (91.18%) Java
2 43 (63.24%) JavaScript
2 43 (63.24%) Python
3 25 (36.76%) SQL
4 18 (26.47%) CoffeeScript
5 14 (20.59%) Perl
6 11 (16.18%) PL/SQL
7 4 (5.88%) Ruby
7 4 (5.88%) Shell Script
8 2 (2.94%) Bash Shell
8 2 (2.94%) C
8 2 (2.94%) PHP
Qualifications
1 12 (17.65%) Degree
2 1 (1.47%) BPSS Clearance
2 1 (1.47%) SC Cleared
2 1 (1.47%) Security Cleared
Quality Assurance & Compliance
1 12 (17.65%) QA
2 5 (7.35%) Disclosure Scotland
System Software
1 7 (10.29%) GeoWebCache
2 5 (7.35%) Docker
3 3 (4.41%) VMware Infrastructure
4 2 (2.94%) Dovecot
4 2 (2.94%) SpamAssassin
4 2 (2.94%) VirtualBox
5 1 (1.47%) Active Directory
Systems Management
1 8 (11.76%) Ansible
2 4 (5.88%) Opscode Chef
2 4 (5.88%) Puppet
3 2 (2.94%) CA Wily
3 2 (2.94%) Capistrano
3 2 (2.94%) logstash
3 2 (2.94%) rkt
3 2 (2.94%) Tivoli
3 2 (2.94%) Zenoss
4 1 (1.47%) Kubernetes
4 1 (1.47%) Mesos
Vendors
1 19 (27.94%) ESRI
2 18 (26.47%) VMware
3 17 (25.00%) Oracle
4 5 (7.35%) Sybase
5 3 (4.41%) Cloudera
6 2 (2.94%) Atlassian
6 2 (2.94%) Google
6 2 (2.94%) Red Hat
6 2 (2.94%) Splunk
7 1 (1.47%) Perforce
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