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 23 January 2017 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
23 Jan 2017
Same period 2016 Same period 2015
NoSQL
UK / Scotland
Rank 69 112 114
Rank change year-on-year
+43 +2
Contract jobs citing NoSQL 33 15 5
As % of all contract IT jobs located in Scotland 1.98% 0.59% 0.19%
As % of the Database & Business Intelligence category 8.55% 2.62% 0.86%
Number of daily rates quoted 16 0 4
Median daily rate £400 - £563
90% offered a daily rate of more than £363 - £451
10% offered a daily rate of more than £463 - £650
UK excluding London median daily rate £425 £425 £400
% change year-on-year
- +6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
386 573 580
As % of all contract IT jobs located in Scotland 23.14% 22.49% 21.94%
Number of daily rates quoted 202 339 326
Median daily rate £375 £370 £375
Median daily rate % change year-on-year
+1.35% -1.33%
90% offered a daily rate of more than £296 £275 £275
10% offered a daily rate of more than £450 £500 £475
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 16 3 5
Median hourly rate £52.00 £25.00 £47.50
Median hourly rate % change year-on-year
+108.00% -47.36%
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

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 23 January 2017.

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 23 January 2017. 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 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 +25 19 £400 - 4
Glasgow +23 14 £400 - 3
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 23 January 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 Scotland region with a requirement for NoSQL.

1 51 (80.95%) Java
2 40 (63.49%) Agile Software Development
3 31 (49.21%) AngularJS
4 29 (46.03%) Scrum
5 27 (42.86%) JavaScript
5 27 (42.86%) Python
6 25 (39.68%) Microservices
6 25 (39.68%) Open Source
6 25 (39.68%) REST
7 24 (38.10%) Linux
7 24 (38.10%) TDD
8 22 (34.92%) BDD
9 20 (31.75%) Apache
10 18 (28.57%) Web Services
10 18 (28.57%) Maven
10 18 (28.57%) MongoDB
11 17 (26.98%) Cucumber
11 17 (26.98%) SDLC
11 17 (26.98%) JIRA
11 17 (26.98%) QA
11 17 (26.98%) Selenium
11 17 (26.98%) Spring
12 16 (25.40%) Tomcat
12 16 (25.40%) GIS
12 16 (25.40%) OpenLayers
13 15 (23.81%) Open Source Development
13 15 (23.81%) Gradle
14 14 (22.22%) PostGIS
14 14 (22.22%) Leaflet
14 14 (22.22%) JBehave

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 20 (31.75%) Apache
2 16 (25.40%) Tomcat
3 14 (22.22%) GeoServer
4 7 (11.11%) JBoss
5 5 (7.94%) Apache Spark
5 5 (7.94%) Oracle Workflow
6 4 (6.35%) Apache Solr
7 3 (4.76%) CMS
8 2 (3.17%) SAS
Business Applications
1 5 (7.94%) Oracle BPM
Cloud Services
1 12 (19.05%) Amazon AWS
2 1 (1.59%) Amazon EC2
2 1 (1.59%) Amazon S3
2 1 (1.59%) Amazon SQS
2 1 (1.59%) GitHub
Communications & Networking
1 8 (12.70%) HTTP
2 1 (1.59%) Broadband
2 1 (1.59%) DVB
Database & Business Intelligence
1 18 (28.57%) MongoDB
2 16 (25.40%) GIS
3 14 (22.22%) Spatial Data
4 10 (15.87%) MySQL
5 5 (7.94%) Apache Cassandra
5 5 (7.94%) BusinessObjects
5 5 (7.94%) MarkLogic
5 5 (7.94%) QlikView
5 5 (7.94%) Relational Database
6 4 (6.35%) Data Mining
7 3 (4.76%) Big Data
7 3 (4.76%) Hadoop
7 3 (4.76%) PostgreSQL
7 3 (4.76%) RDBMS
8 2 (3.17%) Data Lake
8 2 (3.17%) Data Warehouse
8 2 (3.17%) Pentaho
9 1 (1.59%) DB2
Development Applications
1 18 (28.57%) Maven
2 17 (26.98%) Cucumber
2 17 (26.98%) JIRA
2 17 (26.98%) Selenium
3 15 (23.81%) Gradle
4 14 (22.22%) JBehave
5 12 (19.05%) Git (software)
6 10 (15.87%) Subversion
7 8 (12.70%) Jenkins
8 3 (4.76%) Ant
8 3 (4.76%) Bower
9 2 (3.17%) GitLab
9 2 (3.17%) Hudson
9 2 (3.17%) Talend Open Studio
10 1 (1.59%) GoCD
10 1 (1.59%) gulp
10 1 (1.59%) JMeter
10 1 (1.59%) JUnit
10 1 (1.59%) Sonatype Nexus
General
1 8 (12.70%) Finance
2 2 (3.17%) Banking
3 1 (1.59%) Legal
Job Titles
1 42 (66.67%) Developer
2 36 (57.14%) Java Developer
3 13 (20.63%) Angular Developer
3 13 (20.63%) JavaScript Developer
3 13 (20.63%) Open Source Developer
3 13 (20.63%) Python Developer
4 8 (12.70%) Architect
4 8 (12.70%) GIS Developer
5 7 (11.11%) Senior Developer
6 6 (9.52%) Data Architect
7 4 (6.35%) Agile Developer
7 4 (6.35%) Agile Java Developer
7 4 (6.35%) Data Scientist
7 4 (6.35%) Senior Java Developer
7 4 (6.35%) Software Engineer
8 3 (4.76%) AWS Engineer
8 3 (4.76%) AWS Software Engineer
8 3 (4.76%) Java Engineer
8 3 (4.76%) Java Software Engineer
8 3 (4.76%) Linux Developer
Libraries, Frameworks & Software Standards
1 31 (49.21%) AngularJS
2 25 (39.68%) REST
3 18 (28.57%) Web Services
4 17 (26.98%) Spring
5 16 (25.40%) OpenLayers
6 14 (22.22%) Leaflet
6 14 (22.22%) PostGIS
7 11 (17.46%) HTML
8 9 (14.29%) CSS
8 9 (14.29%) J2EE
8 9 (14.29%) Node.js
9 8 (12.70%) Hibernate
9 8 (12.70%) JMS
9 8 (12.70%) jQuery
9 8 (12.70%) RESTful
9 8 (12.70%) XSLT
10 6 (9.52%) Spring Boot
11 5 (7.94%) Apache Commons
11 5 (7.94%) Ext JS
11 5 (7.94%) Sass
Miscellaneous
1 5 (7.94%) Enterprise Software
2 4 (6.35%) Computer Science
2 4 (6.35%) Data Extraction
2 4 (6.35%) Visualisation
3 3 (4.76%) Data Integration
3 3 (4.76%) Virtual Team
4 1 (1.59%) Analytical Skills
4 1 (1.59%) EPoS
4 1 (1.59%) Replication
4 1 (1.59%) User Experience
4 1 (1.59%) W3C
Operating Systems
1 24 (38.10%) Linux
2 6 (9.52%) Windows
3 2 (3.17%) Unix
4 1 (1.59%) Android
4 1 (1.59%) Apple iOS
4 1 (1.59%) Red Hat Enterprise Linux
4 1 (1.59%) Solaris
Processes & Methodologies
1 40 (63.49%) Agile Software Development
2 29 (46.03%) Scrum
3 25 (39.68%) Microservices
3 25 (39.68%) Open Source
4 24 (38.10%) TDD
5 22 (34.92%) BDD
6 17 (26.98%) SDLC
7 15 (23.81%) Open Source Development
8 9 (14.29%) Front End Development
9 8 (12.70%) SOA
9 8 (12.70%) Software Engineering
10 7 (11.11%) Continuous Integration
11 6 (9.52%) Data Management
11 6 (9.52%) DevOps
11 6 (9.52%) OOD
11 6 (9.52%) Web Development
12 5 (7.94%) ETL
12 5 (7.94%) System Integration Testing
12 5 (7.94%) User Stories
12 5 (7.94%) Workflow
Programming Languages
1 51 (80.95%) Java
2 27 (42.86%) JavaScript
2 27 (42.86%) Python
3 13 (20.63%) SQL
4 8 (12.70%) XPath
4 8 (12.70%) XQuery
5 6 (9.52%) Perl
6 5 (7.94%) CoffeeScript
6 5 (7.94%) Groovy
7 4 (6.35%) Ruby
8 3 (4.76%) Shell Script
9 2 (3.17%) C
9 2 (3.17%) PHP
9 2 (3.17%) PL/SQL
10 1 (1.59%) Bash Shell
10 1 (1.59%) C#
Qualifications
1 5 (7.94%) Degree
2 2 (3.17%) Security Cleared
Quality Assurance & Compliance
1 17 (26.98%) QA
System Software
1 3 (4.76%) Docker
Systems Management
1 5 (7.94%) Ansible
2 1 (1.59%) Puppet
Vendors
1 14 (22.22%) ESRI
2 8 (12.70%) Oracle
3 4 (6.35%) Tableau
4 3 (4.76%) Cloudera
5 2 (3.17%) Talend
5 2 (3.17%) VMware
6 1 (1.59%) Red Hat
6 1 (1.59%) Splunk
6 1 (1.59%) Sybase