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 19 February 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
19 Feb 2017
Same period 2016 Same period 2015
NoSQL
UK / Scotland
Rank 69 107 109
Rank change year-on-year
+38 +2
Contract jobs citing NoSQL 33 24 14
As % of all contract IT jobs located in Scotland 1.96% 0.93% 0.51%
As % of the Database & Business Intelligence category 9.54% 4.27% 2.41%
Number of daily rates quoted 17 4 9
Median daily rate £400 £388 £450
Median daily rate % change year-on-year
+3.22% -13.88%
90% offered a daily rate of more than £350 £335 £250
10% offered a daily rate of more than £460 £389 £500
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
346 562 581
As % of all contract IT jobs located in Scotland 20.51% 21.72% 21.19%
Number of daily rates quoted 189 313 331
Median daily rate £375 £375 £383
Median daily rate % change year-on-year
- -1.96%
90% offered a daily rate of more than £296 £286 £280
10% offered a daily rate of more than £475 £500 £475
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 12 4 5
Median hourly rate £17.32 £16.25 £47.50
Median hourly rate % change year-on-year
+6.58% -65.78%
UK excluding London median hourly rate £38.00 £27.50 £32.50
% change year-on-year
+38.18% -15.38%

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 19 February 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 19 February 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 +27 21 £400 +3.22% 4
Glasgow +9 12 £400 +16.36% 1
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 19 February 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 48 (82.76%) Java
2 37 (63.79%) Agile Software Development
3 29 (50.00%) Scrum
4 28 (48.28%) JavaScript
5 27 (46.55%) Python
5 27 (46.55%) AngularJS
6 24 (41.38%) Microservices
6 24 (41.38%) REST
6 24 (41.38%) TDD
7 21 (36.21%) Linux
7 21 (36.21%) BDD
8 20 (34.48%) MongoDB
8 20 (34.48%) Open Source
9 18 (31.03%) Maven
10 17 (29.31%) Selenium
10 17 (29.31%) Web Services
10 17 (29.31%) Apache
10 17 (29.31%) Cucumber
11 16 (27.59%) SDLC
11 16 (27.59%) QA
11 16 (27.59%) JIRA
12 15 (25.86%) GIS
12 15 (25.86%) OpenLayers
12 15 (25.86%) Open Source Development
13 14 (24.14%) Spatial Data
13 14 (24.14%) Gradle
13 14 (24.14%) SQL
13 14 (24.14%) Spring
14 13 (22.41%) ESRI
14 13 (22.41%) Tomcat

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 17 (29.31%) Apache
2 13 (22.41%) GeoServer
2 13 (22.41%) Tomcat
3 5 (8.62%) Apache Solr
3 5 (8.62%) Apache Spark
3 5 (8.62%) CMS
4 4 (6.90%) JBoss
5 1 (1.72%) Elasticsearch
5 1 (1.72%) Oracle Workflow
5 1 (1.72%) Sitecore CMS
Business Applications
1 1 (1.72%) Oracle BPM
Cloud Services
1 12 (20.69%) Amazon AWS
2 1 (1.72%) Amazon EC2
2 1 (1.72%) Amazon S3
2 1 (1.72%) Amazon SQS
2 1 (1.72%) GitHub
Communications & Networking
1 8 (13.79%) HTTP
2 1 (1.72%) Broadband
2 1 (1.72%) DVB
Database & Business Intelligence
1 20 (34.48%) MongoDB
2 15 (25.86%) GIS
3 14 (24.14%) Spatial Data
4 11 (18.97%) MySQL
5 6 (10.34%) Relational Database
6 5 (8.62%) Apache Cassandra
6 5 (8.62%) BusinessObjects
6 5 (8.62%) QlikView
7 4 (6.90%) Data Mining
7 4 (6.90%) PostgreSQL
8 3 (5.17%) RDBMS
9 2 (3.45%) Big Data
9 2 (3.45%) Pentaho
10 1 (1.72%) DB2
10 1 (1.72%) MarkLogic
Development Applications
1 18 (31.03%) Maven
2 17 (29.31%) Cucumber
2 17 (29.31%) Selenium
3 16 (27.59%) JIRA
4 14 (24.14%) Gradle
5 13 (22.41%) Git (software)
5 13 (22.41%) JBehave
6 10 (17.24%) Subversion
7 9 (15.52%) Jenkins
8 4 (6.90%) Ant
9 3 (5.17%) Bower
9 3 (5.17%) GitLab
10 2 (3.45%) Hudson
10 2 (3.45%) Talend Open Studio
11 1 (1.72%) GoCD
11 1 (1.72%) gulp
11 1 (1.72%) JMeter
11 1 (1.72%) JUnit
11 1 (1.72%) Sonatype Nexus
General
1 3 (5.17%) Finance
2 1 (1.72%) Legal
Job Titles
1 39 (67.24%) Developer
2 33 (56.90%) Java Developer
3 13 (22.41%) Angular Developer
3 13 (22.41%) JavaScript Developer
3 13 (22.41%) Open Source Developer
3 13 (22.41%) Python Developer
4 8 (13.79%) Senior Developer
5 7 (12.07%) GIS Developer
6 5 (8.62%) Architect
6 5 (8.62%) Data Architect
6 5 (8.62%) Senior Java Developer
7 4 (6.90%) Agile Developer
7 4 (6.90%) Agile Java Developer
7 4 (6.90%) Data Scientist
7 4 (6.90%) Software Engineer
8 3 (5.17%) AWS Engineer
8 3 (5.17%) DevOps Consultant
8 3 (5.17%) Java Engineer
8 3 (5.17%) Java Web Developer
8 3 (5.17%) Linux Developer
Libraries, Frameworks & Software Standards
1 27 (46.55%) AngularJS
2 24 (41.38%) REST
3 17 (29.31%) Web Services
4 15 (25.86%) OpenLayers
5 14 (24.14%) Spring
6 13 (22.41%) Leaflet
6 13 (22.41%) PostGIS
7 10 (17.24%) jQuery
8 9 (15.52%) CSS
8 9 (15.52%) HTML
8 9 (15.52%) Node.js
9 8 (13.79%) JMS
9 8 (13.79%) RESTful
9 8 (13.79%) XSLT
10 7 (12.07%) J2EE
11 6 (10.34%) Spring Boot
12 5 (8.62%) Hibernate
12 5 (8.62%) Sass
13 4 (6.90%) Lucene
13 4 (6.90%) Natural Language Processing
Miscellaneous
1 4 (6.90%) Data Extraction
1 4 (6.90%) Visualisation
2 3 (5.17%) Data Integration
2 3 (5.17%) Virtual Team
3 2 (3.45%) Analytical Skills
3 2 (3.45%) Linux Command Line
4 1 (1.72%) Computer Science
4 1 (1.72%) Enterprise Software
4 1 (1.72%) EPoS
4 1 (1.72%) Replication
4 1 (1.72%) User Experience
4 1 (1.72%) W3C
Operating Systems
1 21 (36.21%) Linux
2 2 (3.45%) Unix
2 2 (3.45%) Windows
3 1 (1.72%) Android
3 1 (1.72%) Apple iOS
3 1 (1.72%) Red Hat Enterprise Linux
3 1 (1.72%) Solaris
Processes & Methodologies
1 37 (63.79%) Agile Software Development
2 29 (50.00%) Scrum
3 24 (41.38%) Microservices
3 24 (41.38%) TDD
4 21 (36.21%) BDD
5 20 (34.48%) Open Source
6 16 (27.59%) SDLC
7 15 (25.86%) Open Source Development
8 10 (17.24%) Front End Development
9 8 (13.79%) Continuous Integration
9 8 (13.79%) SOA
9 8 (13.79%) Software Engineering
9 8 (13.79%) Web Development
10 7 (12.07%) DevOps
11 6 (10.34%) Continuous Deployment
11 6 (10.34%) Data Management
12 5 (8.62%) ETL
12 5 (8.62%) Kanban
13 4 (6.90%) Data Architecture
13 4 (6.90%) Data Visualisation
Programming Languages
1 48 (82.76%) Java
2 28 (48.28%) JavaScript
3 27 (46.55%) Python
4 14 (24.14%) SQL
5 8 (13.79%) XPath
5 8 (13.79%) XQuery
6 6 (10.34%) Perl
7 5 (8.62%) CoffeeScript
7 5 (8.62%) Groovy
7 5 (8.62%) Ruby
8 4 (6.90%) Shell Script
9 3 (5.17%) PHP
10 2 (3.45%) C#
10 2 (3.45%) PL/SQL
11 1 (1.72%) Bash Shell
Qualifications
1 2 (3.45%) Degree
1 2 (3.45%) Security Cleared
Quality Assurance & Compliance
1 16 (27.59%) QA
System Software
1 3 (5.17%) Docker
Systems Management
1 6 (10.34%) Ansible
2 1 (1.72%) Puppet
Vendors
1 13 (22.41%) ESRI
2 5 (8.62%) Oracle
3 4 (6.90%) Tableau
4 2 (3.45%) Talend
4 2 (3.45%) VMware
5 1 (1.72%) Red Hat
5 1 (1.72%) Sitecore
5 1 (1.72%) Splunk
5 1 (1.72%) Sybase