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 29 September 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
29 Sep 2016
Same period 2015 Same period 2014
NoSQL
Rank 96 123 105
Rank change year-on-year
+27 -18
Contract jobs citing NoSQL 25 13 27
As % of all contract IT jobs located in Scotland 1.15% 0.41% 0.98%
As % of the Database & Business Intelligence category 5.19% 2.27% 4.08%
Number of daily rates quoted 11 4 19
Median daily rate £425 £413 £650
Median daily rate % change year-on-year
+3.03% -36.53%
90% offered a daily rate of more than £375 £378 £347
10% offered a daily rate of more than £575 £491 £700
UK excluding London median daily rate £438 £450 £405
% change year-on-year
-2.77% +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £38.75 -
% change year-on-year
-47.09% -
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
482 573 662
As % of all contract IT jobs located in Scotland 22.15% 17.90% 23.98%
Number of daily rates quoted 264 315 372
Median daily rate £350 £363 £375
Median daily rate % change year-on-year
-3.44% -3.33%
90% offered a daily rate of more than £275 £288 £250
10% offered a daily rate of more than £475 £525 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 9 4 8
Median hourly rate £42.00 £12.50 £17.50
Median hourly rate % change year-on-year
+236.00% -28.57%
90% offered a hourly rate of more than £10.91 £10.62 £11.00
10% offered a hourly rate of more than £47.25 £32.43 £135.00
UK excluding London median hourly rate £37.50 £33.55 £22.50
% change year-on-year
+11.77% +49.11%

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 29 September 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 29 September 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 +20 18 £394 -4.54% 3
Edinburgh +14 7 £475 +15.15%
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 29 September 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 (89.04%) Java
2 55 (75.34%) Agile Software Development
3 49 (67.12%) AngularJS
4 45 (61.64%) Python
4 45 (61.64%) JavaScript
5 34 (46.58%) TDD
5 34 (46.58%) Scrum
6 33 (45.21%) BDD
7 31 (42.47%) Linux
7 31 (42.47%) Open Source
8 30 (41.10%) GIS
9 29 (39.73%) PostGIS
9 29 (39.73%) GeoServer
9 29 (39.73%) OpenLayers
10 28 (38.36%) REST
11 26 (35.62%) MongoDB
11 26 (35.62%) Web Services
12 24 (32.88%) HTML
12 24 (32.88%) SQL
12 24 (32.88%) Git (software)
13 23 (31.51%) SDLC
14 22 (30.14%) Jenkins
14 22 (30.14%) Leaflet
14 22 (30.14%) ESRI
14 22 (30.14%) Subversion
15 21 (28.77%) CSS
15 21 (28.77%) Microservices
16 20 (27.40%) Gradle
17 19 (26.03%) Node.js
17 19 (26.03%) Maven

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 29 (39.73%) GeoServer
2 13 (17.81%) Apache
2 13 (17.81%) Tomcat
3 10 (13.70%) JBoss
4 8 (10.96%) Oracle Workflow
5 2 (2.74%) Apache Spark
5 2 (2.74%) Jetty
5 2 (2.74%) SAS
6 1 (1.37%) Confluence
6 1 (1.37%) OpenStack
Business Applications
1 8 (10.96%) Oracle BPM
Cloud Services
1 9 (12.33%) Amazon AWS
2 3 (4.11%) Amazon EC2
3 1 (1.37%) Amazon CloudWatch
3 1 (1.37%) Amazon S3
3 1 (1.37%) Google Cloud Platform
3 1 (1.37%) Microsoft Azure
Communications & Networking
1 4 (5.48%) HTTP
2 1 (1.37%) LDAP
2 1 (1.37%) SSL
Database & Business Intelligence
1 30 (41.10%) GIS
2 26 (35.62%) MongoDB
3 13 (17.81%) Spatial Data
4 8 (10.96%) MarkLogic
4 8 (10.96%) Relational Database
5 7 (9.59%) QGIS
6 6 (8.22%) RDBMS
7 5 (6.85%) MySQL
8 4 (5.48%) DB2
9 3 (4.11%) Data Warehouse
9 3 (4.11%) Hadoop
10 2 (2.74%) Apache Cassandra
10 2 (2.74%) Big Data
10 2 (2.74%) BusinessObjects
10 2 (2.74%) Data Lake
10 2 (2.74%) PostgreSQL
10 2 (2.74%) QlikView
10 2 (2.74%) SQL Server
Development Applications
1 24 (32.88%) Git (software)
2 22 (30.14%) Jenkins
2 22 (30.14%) Subversion
3 20 (27.40%) Gradle
4 19 (26.03%) JIRA
4 19 (26.03%) Maven
5 18 (24.66%) Hudson
6 17 (23.29%) Cucumber
6 17 (23.29%) Selenium
7 16 (21.92%) JBehave
8 15 (20.55%) Bower
9 7 (9.59%) DBeaver
10 2 (2.74%) Ant
10 2 (2.74%) ClearCase
10 2 (2.74%) GitLab
10 2 (2.74%) JUnit
10 2 (2.74%) Mockito
10 2 (2.74%) TeamCity
11 1 (1.37%) Atlassian Bamboo
11 1 (1.37%) gulp
General
1 10 (13.70%) Finance
2 3 (4.11%) Banking
3 2 (2.74%) Law
Job Titles
1 59 (80.82%) Developer
2 32 (43.84%) Java Developer
3 29 (39.73%) GIS Developer
4 15 (20.55%) Senior Developer
5 11 (15.07%) Senior Java Developer
6 9 (12.33%) Python Developer
7 8 (10.96%) JavaScript Developer
8 5 (6.85%) Angular Developer
8 5 (6.85%) Architect
8 5 (6.85%) DevOps Engineer
8 5 (6.85%) Open Source Developer
9 4 (5.48%) Senior Python Developer
10 3 (4.11%) Continuous Deployment Engineer
10 3 (4.11%) Data Architect
10 3 (4.11%) Java Programmer
10 3 (4.11%) Operations Engineer
10 3 (4.11%) Programmer
10 3 (4.11%) Senior Java Programmer
10 3 (4.11%) Senior JavaScript Developer
10 3 (4.11%) Senior Programmer
Libraries, Frameworks & Software Standards
1 49 (67.12%) AngularJS
2 29 (39.73%) OpenLayers
2 29 (39.73%) PostGIS
3 28 (38.36%) REST
4 26 (35.62%) Web Services
5 24 (32.88%) HTML
6 22 (30.14%) Leaflet
7 21 (28.77%) CSS
8 19 (26.03%) Node.js
9 18 (24.66%) jQuery
9 18 (24.66%) Sass
9 18 (24.66%) Spring
10 13 (17.81%) Flask
11 12 (16.44%) Hibernate
11 12 (16.44%) J2EE
12 9 (12.33%) JSP
12 9 (12.33%) Servlets
13 8 (10.96%) Ext JS
13 8 (10.96%) Java EE
13 8 (10.96%) jBPM
Miscellaneous
1 8 (10.96%) Enterprise Software
2 7 (9.59%) Computer Science
3 3 (4.11%) Visualisation
4 2 (2.74%) Data Integration
4 2 (2.74%) Photography
5 1 (1.37%) Hybrid Cloud
5 1 (1.37%) Virtual Team
Operating Systems
1 31 (42.47%) Linux
2 10 (13.70%) Windows
3 3 (4.11%) Unix
4 2 (2.74%) CentOS
5 1 (1.37%) AIX
5 1 (1.37%) Mac OS X
5 1 (1.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 55 (75.34%) Agile Software Development
2 34 (46.58%) Scrum
2 34 (46.58%) TDD
3 33 (45.21%) BDD
4 31 (42.47%) Open Source
5 23 (31.51%) SDLC
6 21 (28.77%) Microservices
7 16 (21.92%) Kanban
8 13 (17.81%) OOD
9 10 (13.70%) Front End Development
10 9 (12.33%) Continuous Integration
10 9 (12.33%) DevOps
10 9 (12.33%) Integration Testing
11 8 (10.96%) BPMN
11 8 (10.96%) OO
11 8 (10.96%) Software Engineering
11 8 (10.96%) Unit Testing
11 8 (10.96%) User Acceptance Testing
11 8 (10.96%) User Stories
11 8 (10.96%) Workflow
Programming Languages
1 65 (89.04%) Java
2 45 (61.64%) JavaScript
2 45 (61.64%) Python
3 24 (32.88%) SQL
4 18 (24.66%) CoffeeScript
5 14 (19.18%) Perl
6 11 (15.07%) PL/SQL
7 4 (5.48%) Ruby
8 3 (4.11%) Groovy
8 3 (4.11%) Shell Script
8 3 (4.11%) XPath
8 3 (4.11%) XQuery
9 2 (2.74%) C
9 2 (2.74%) PHP
10 1 (1.37%) Bash Shell
Qualifications
1 11 (15.07%) Degree
2 1 (1.37%) BPSS Clearance
2 1 (1.37%) SC Cleared
2 1 (1.37%) Security Cleared
Quality Assurance & Compliance
1 17 (23.29%) QA
2 5 (6.85%) Disclosure Scotland
System Software
1 7 (9.59%) GeoWebCache
2 4 (5.48%) Docker
3 2 (2.74%) Dovecot
3 2 (2.74%) SpamAssassin
3 2 (2.74%) VMware Infrastructure
4 1 (1.37%) Active Directory
4 1 (1.37%) VirtualBox
Systems Management
1 7 (9.59%) Ansible
2 3 (4.11%) Opscode Chef
2 3 (4.11%) Puppet
3 2 (2.74%) Capistrano
4 1 (1.37%) CA Wily
4 1 (1.37%) Kubernetes
4 1 (1.37%) logstash
4 1 (1.37%) Mesos
4 1 (1.37%) rkt
4 1 (1.37%) Tivoli
4 1 (1.37%) Zenoss
Vendors
1 22 (30.14%) ESRI
2 17 (23.29%) VMware
3 15 (20.55%) Oracle
4 5 (6.85%) Sybase
5 3 (4.11%) Cloudera
6 2 (2.74%) Tableau
7 1 (1.37%) Atlassian
7 1 (1.37%) Google
7 1 (1.37%) Perforce
7 1 (1.37%) Red Hat
7 1 (1.37%) Splunk
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