The table below looks at the statistics for NoSQL skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited NoSQL over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
NoSQL
UK / Scotland
Rank 74 91 123
Rank change year-on-year
+17 +32
Permanent jobs citing NoSQL 56 65 37
As % of all permanent IT jobs located in Scotland 2.50% 2.23% 1.22%
As % of the Database & Business Intelligence category 7.38% 6.81% 3.81%
Number of salaries quoted 46 31 26
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £45,000 £35,000 £35,000
10% offered a salary of more than £71,500 £55,000 £50,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
759 954 972
As % of all permanent IT jobs located in Scotland 33.94% 32.68% 32.07%
Number of salaries quoted 469 609 672
Median salary £45,000 £46,000 £40,000
Median salary % change year-on-year
-2.17% +15.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,250 £60,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

NoSQL
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing NoSQL as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

NoSQL Jobs Demand Trend in Scotland

NoSQL
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL across the Scotland region.

NoSQL Salary Trend in Scotland

NoSQL
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing NoSQL across the Scotland region over the 3 months to 24 January 2017.

NoSQL Salary Histogram in Scotland

NoSQL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Scotland region over the 3 months to 24 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +18 33 £47,500 +5.55% 4
Glasgow -3 15 £60,000 +50.00% 4
Renfrewshire - 5 £45,000 -
Aberdeen +2 1 £35,000 -33.33%
West Lothian - 1 £40,000 -
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 January 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for NoSQL.

1 48 (46.15%) Agile Software Development
2 43 (41.35%) C#
2 43 (41.35%) Java
3 37 (35.58%) .NET
4 32 (30.77%) SQL
4 32 (30.77%) MVC
5 28 (26.92%) Ruby
5 28 (26.92%) Git (software)
6 27 (25.96%) ASP.NET MVC
6 27 (25.96%) ASP.NET
6 27 (25.96%) Relational Database
7 25 (24.04%) Finance
7 25 (24.04%) MongoDB
8 24 (23.08%) JavaScript
8 24 (23.08%) Python
9 22 (21.15%) MySQL
10 21 (20.19%) WCF
11 20 (19.23%) Apache Cassandra
12 19 (18.27%) RESTful
12 19 (18.27%) TDD
12 19 (18.27%) Spring
13 18 (17.31%) Microsoft Azure
14 17 (16.35%) Hadoop
14 17 (16.35%) BDD
14 17 (16.35%) Games
14 17 (16.35%) SQL Server
14 17 (16.35%) Big Data
14 17 (16.35%) Analytics
15 16 (15.38%) Web Application Development
15 16 (15.38%) ASP.NET MVC 5

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 12 (11.54%) Tomcat
2 10 (9.62%) Apache
3 7 (6.73%) CMS
3 7 (6.73%) Confluence
4 5 (4.81%) IIS
5 4 (3.85%) GemFire
5 4 (3.85%) JBoss
6 3 (2.88%) Alfresco
6 3 (2.88%) Mule
6 3 (2.88%) SugarCRM
6 3 (2.88%) Umbraco
7 2 (1.92%) Apache Qpid
7 2 (1.92%) Cloud Foundry
7 2 (1.92%) Elasticsearch
7 2 (1.92%) WebSphere
8 1 (0.96%) Apache Pig
8 1 (0.96%) Apache Solr
Applications
1 1 (0.96%) Weka
Business Applications
1 1 (0.96%) SAP Oil and Gas
Cloud Services
1 18 (17.31%) Microsoft Azure
2 7 (6.73%) Amazon AWS
3 6 (5.77%) SaaS
4 4 (3.85%) PaaS
5 3 (2.88%) Google Cloud Platform
5 3 (2.88%) Heroku
6 2 (1.92%) Amazon CloudWatch
6 2 (1.92%) Amazon EC2
6 2 (1.92%) Amazon S3
6 2 (1.92%) GitHub
6 2 (1.92%) Google App Engine
6 2 (1.92%) Google Compute Engine
6 2 (1.92%) IaaS
7 1 (0.96%) Amazon EMR
7 1 (0.96%) Cloud Computing
Communications & Networking
1 5 (4.81%) Firewall
1 5 (4.81%) iSCSI
1 5 (4.81%) NAS
1 5 (4.81%) SAN
1 5 (4.81%) WAN
2 3 (2.88%) DHCP
2 3 (2.88%) DNS
2 3 (2.88%) HTTP
2 3 (2.88%) Internet
3 2 (1.92%) AMQP
3 2 (1.92%) Software-Defined Networking
4 1 (0.96%) Bluetooth
4 1 (0.96%) Broadband
4 1 (0.96%) DVB
4 1 (0.96%) MQTT
Database & Business Intelligence
1 27 (25.96%) Relational Database
2 25 (24.04%) MongoDB
3 22 (21.15%) MySQL
4 20 (19.23%) Apache Cassandra
5 17 (16.35%) Big Data
5 17 (16.35%) Hadoop
5 17 (16.35%) SQL Server
6 16 (15.38%) RDBMS
7 13 (12.50%) PostgreSQL
8 12 (11.54%) SQL Server 2014
9 10 (9.62%) Data Warehouse
10 9 (8.65%) Azure SQL Database
11 7 (6.73%) Amazon Redshift
12 4 (3.85%) Apache Hive
13 3 (2.88%) Data Mining
13 3 (2.88%) MarkLogic
13 3 (2.88%) Pentaho
14 2 (1.92%) GIS
14 2 (1.92%) OrientDB
15 1 (0.96%) Redis
Development Applications
1 28 (26.92%) Git (software)
2 15 (14.42%) Maven
2 15 (14.42%) Subversion
3 9 (8.65%) Jenkins
4 7 (6.73%) JIRA
5 5 (4.81%) Ant
6 4 (3.85%) Cucumber
6 4 (3.85%) Karma Test Runner
6 4 (3.85%) Mocha
7 3 (2.88%) FitNesse
7 3 (2.88%) Grunt
7 3 (2.88%) JUnit
7 3 (2.88%) Talend Open Studio
7 3 (2.88%) TeamCity
8 2 (1.92%) Atlassian Bamboo
9 1 (0.96%) Bugzilla
9 1 (0.96%) Gradle
General
1 25 (24.04%) Finance
2 17 (16.35%) Games
3 16 (15.38%) Banking
4 10 (9.62%) Marketing
5 9 (8.65%) Investment Banking
6 3 (2.88%) Aerospace
6 3 (2.88%) Legal
7 2 (1.92%) Billing
7 2 (1.92%) Law
7 2 (1.92%) Telecoms
8 1 (0.96%) Advertising
8 1 (0.96%) Electronics
8 1 (0.96%) Manufacturing
8 1 (0.96%) Retail
Job Titles
1 68 (65.38%) Developer
2 23 (22.12%) .NET Developer
3 22 (21.15%) Senior Developer
4 19 (18.27%) Architect
5 16 (15.38%) Java Developer
6 14 (13.46%) Applications Developer
6 14 (13.46%) Software Developer
7 11 (10.58%) Data Architect
8 10 (9.62%) .NET Software Developer
9 9 (8.65%) Python Developer
9 9 (8.65%) Senior Python Developer
10 8 (7.69%) Web Developer
11 7 (6.73%) Senior Software Developer
11 7 (6.73%) Web Applications Developer
12 6 (5.77%) C# Developer
12 6 (5.77%) Senior .NET Developer
12 6 (5.77%) Senior Architect
12 6 (5.77%) Senior Data Architect
12 6 (5.77%) Senior Java Developer
12 6 (5.77%) Solutions Architect
Libraries, Frameworks & Software Standards
1 37 (35.58%) .NET
2 27 (25.96%) ASP.NET
2 27 (25.96%) ASP.NET MVC
3 21 (20.19%) WCF
4 19 (18.27%) RESTful
4 19 (18.27%) Spring
5 16 (15.38%) ASP.NET MVC 5
5 16 (15.38%) Web Services
6 15 (14.42%) AngularJS
7 14 (13.46%) Hibernate
8 13 (12.50%) ASP.NET Web API
8 13 (12.50%) Node.js
9 11 (10.58%) .NET Framework
9 11 (10.58%) Code First Entity Framework
9 11 (10.58%) Entity Framework
9 11 (10.58%) KnockoutJS
9 11 (10.58%) Twitter Bootstrap
10 9 (8.65%) REST
11 7 (6.73%) HTML
11 7 (6.73%) J2EE
Miscellaneous
1 12 (11.54%) Data Integration
2 4 (3.85%) Computer Science
2 4 (3.85%) Mathematics
2 4 (3.85%) Mobile App
2 4 (3.85%) N-Tier
2 4 (3.85%) Taxonomies
3 3 (2.88%) Data Structures
3 3 (2.88%) Enterprise Software
3 3 (2.88%) Management Information System
3 3 (2.88%) Ontologies
3 3 (2.88%) Virtual Team
3 3 (2.88%) Visualisation
4 2 (1.92%) Analytical Skills
4 2 (1.92%) Blog
4 2 (1.92%) Chemistry
4 2 (1.92%) Data Centre
4 2 (1.92%) Data Extraction
4 2 (1.92%) Hybrid Cloud
5 1 (0.96%) Internet of Things
5 1 (0.96%) Raspberry Pi
Operating Systems
1 16 (15.38%) Windows
2 13 (12.50%) Linux
3 11 (10.58%) Unix
4 6 (5.77%) Red Hat Enterprise Linux
5 5 (4.81%) Ubuntu
5 5 (4.81%) Windows Server
6 4 (3.85%) Android
6 4 (3.85%) Apple iOS
Processes & Methodologies
1 48 (46.15%) Agile Software Development
2 32 (30.77%) MVC
3 19 (18.27%) TDD
4 17 (16.35%) Analytics
4 17 (16.35%) BDD
5 16 (15.38%) Open Source
5 16 (15.38%) Web Application Development
6 14 (13.46%) Software Engineering
7 13 (12.50%) Data Modelling
8 11 (10.58%) Unit Testing
9 10 (9.62%) Data Management
9 10 (9.62%) OO
10 9 (8.65%) Business Intelligence
10 9 (8.65%) Data Architecture
11 8 (7.69%) Continuous Integration
11 8 (7.69%) Machine Learning
11 8 (7.69%) Microservices
12 7 (6.73%) MapReduce
12 7 (6.73%) SOA
12 7 (6.73%) UML
Programming Languages
1 43 (41.35%) C#
1 43 (41.35%) Java
2 32 (30.77%) SQL
3 28 (26.92%) Ruby
4 24 (23.08%) JavaScript
4 24 (23.08%) Python
5 13 (12.50%) C++
5 13 (12.50%) PHP
6 11 (10.58%) Bash Shell
7 10 (9.62%) Perl
8 5 (4.81%) PowerShell
8 5 (4.81%) VB
9 3 (2.88%) Scala
10 1 (0.96%) C
10 1 (0.96%) Go
10 1 (0.96%) R
10 1 (0.96%) T-SQL
10 1 (0.96%) XPath
10 1 (0.96%) XQuery
Qualifications
1 11 (10.58%) Degree
System Software
1 7 (6.73%) Docker
2 3 (2.88%) Active Directory
Systems Management
1 8 (7.69%) Puppet
2 7 (6.73%) Opscode Chef
3 3 (2.88%) Check_MK
3 3 (2.88%) Nagios
4 2 (1.92%) CFEngine
4 2 (1.92%) Kubernetes
4 2 (1.92%) Mesos
5 1 (0.96%) MOM
Vendors
1 10 (9.62%) Microsoft
2 7 (6.73%) Oracle
2 7 (6.73%) Vertica
3 6 (5.77%) Sybase
4 5 (4.81%) Brocade
4 5 (4.81%) Cisco
4 5 (4.81%) Citrix
4 5 (4.81%) Percona
4 5 (4.81%) Perforce
4 5 (4.81%) Riverbed
4 5 (4.81%) VMware
5 4 (3.85%) Alterian
5 4 (3.85%) Terracotta
6 3 (2.88%) Atlassian
6 3 (2.88%) Google
6 3 (2.88%) IBM
6 3 (2.88%) Palo Alto
6 3 (2.88%) Talend
7 1 (0.96%) RapidMiner
7 1 (0.96%) Red Hat
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