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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
NoSQL
Rank 95 96 114
Rank change year-on-year
+1 +18
Permanent jobs citing NoSQL 66 67 68
As % of all permanent IT jobs located in Scotland 2.29% 2.11% 1.85%
As % of the Database & Business Intelligence category 6.94% 6.18% 5.70%
Number of salaries quoted 32 41 35
Median salary £47,500 £50,000 £40,000
Median salary % change year-on-year
-5.00% +25.00%
90% offered a salary of more than £40,000 £32,500 £30,000
10% offered a salary of more than £56,500 £79,500 £45,600
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
NoSQL
UK

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
951 1084 1192
As % of all permanent IT jobs located in Scotland 32.98% 34.14% 32.46%
Number of salaries quoted 477 705 804
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 27 July 2016.

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 27 July 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +2 47 £47,500 -24.00% 3
Edinburgh -10 19 £51,500 +3.00% 2
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 27 July 2016, 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 75 (77.32%) Java
2 64 (65.98%) Agile Software Development
3 51 (52.58%) TDD
4 47 (48.45%) Finance
5 40 (41.24%) Software Engineering
5 40 (41.24%) BDD
6 37 (38.14%) Amazon AWS
7 34 (35.05%) Microsoft Azure
8 33 (34.02%) C#
9 32 (32.99%) Git (software)
10 31 (31.96%) PaaS
10 31 (31.96%) Docker
10 31 (31.96%) SDLC
11 30 (30.93%) REST
11 30 (30.93%) Degree
12 27 (27.84%) Analytics
13 26 (26.80%) Continuous Integration
13 26 (26.80%) .NET
13 26 (26.80%) HTML
13 26 (26.80%) SQL Server
13 26 (26.80%) Web Services
14 25 (25.77%) Oracle
14 25 (25.77%) CSS
14 25 (25.77%) Linux
14 25 (25.77%) Virtual Team
15 24 (24.74%) Windows
15 24 (24.74%) MongoDB
16 23 (23.71%) Apache Cassandra
16 23 (23.71%) Relational Database
16 23 (23.71%) Unix

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 11 (11.34%) Apache Qpid
1 11 (11.34%) Cloud Foundry
2 10 (10.31%) Tomcat
3 6 (6.19%) JBoss
4 5 (5.15%) MQSeries
5 2 (2.06%) Alfresco
5 2 (2.06%) Apache Solr
5 2 (2.06%) Apache Spark
5 2 (2.06%) Elasticsearch
5 2 (2.06%) Mule
5 2 (2.06%) SugarCRM
6 1 (1.03%) Apache
6 1 (1.03%) CMS
6 1 (1.03%) Confluence
6 1 (1.03%) GemFire
Applications
1 9 (9.28%) MS Excel
Business Applications
1 1 (1.03%) SAP Oil and Gas
Cloud Services
1 37 (38.14%) Amazon AWS
2 34 (35.05%) Microsoft Azure
3 31 (31.96%) PaaS
4 20 (20.62%) Amazon CloudWatch
4 20 (20.62%) Amazon EC2
4 20 (20.62%) Amazon S3
4 20 (20.62%) IaaS
5 14 (14.43%) SaaS
6 11 (11.34%) GitHub
6 11 (11.34%) Google App Engine
6 11 (11.34%) Google Cloud Platform
6 11 (11.34%) Google Compute Engine
6 11 (11.34%) Heroku
Communications & Networking
1 11 (11.34%) AMQP
1 11 (11.34%) Firewall
1 11 (11.34%) HTTP
1 11 (11.34%) Internet
1 11 (11.34%) Software-Defined Networking
Database & Business Intelligence
1 26 (26.80%) SQL Server
2 24 (24.74%) MongoDB
3 23 (23.71%) Apache Cassandra
3 23 (23.71%) Relational Database
4 20 (20.62%) MySQL
5 19 (19.59%) PostgreSQL
6 16 (16.49%) RDBMS
7 12 (12.37%) SQL Server 2014
8 10 (10.31%) Big Data
9 7 (7.22%) Hadoop
10 5 (5.15%) BigTable
11 3 (3.09%) Apache Hive
11 3 (3.09%) MarkLogic
12 2 (2.06%) Amazon Redshift
12 2 (2.06%) Azure SQL Database
12 2 (2.06%) Data Warehouse
12 2 (2.06%) Pentaho
13 1 (1.03%) Data Mining
13 1 (1.03%) SQL Server Integration Services
13 1 (1.03%) SQL Server Reporting Services
Development Applications
1 32 (32.99%) Git (software)
2 19 (19.59%) Maven
3 12 (12.37%) Jenkins
4 11 (11.34%) Atlassian Bamboo
5 10 (10.31%) Subversion
6 9 (9.28%) TeamCity
7 8 (8.25%) IntelliJ
8 5 (5.15%) Gradle
8 5 (5.15%) JUnit
9 2 (2.06%) Ant
9 2 (2.06%) Talend Open Studio
10 1 (1.03%) Cucumber
10 1 (1.03%) FitNesse
10 1 (1.03%) JIRA
General
1 47 (48.45%) Finance
2 23 (23.71%) Banking
3 11 (11.34%) Billing
4 8 (8.25%) Investment Banking
5 5 (5.15%) Back Office
5 5 (5.15%) Telecoms
6 4 (4.12%) Games
6 4 (4.12%) Marketing
6 4 (4.12%) Retail
7 2 (2.06%) Aerospace
8 1 (1.03%) Electronics
8 1 (1.03%) Front Office
8 1 (1.03%) Manufacturing
Job Titles
1 64 (65.98%) Developer
2 22 (22.68%) Architect
3 20 (20.62%) Cloud Developer
4 15 (15.46%) .NET Developer
5 14 (14.43%) C# Developer
6 13 (13.40%) C# .NET Developer
7 12 (12.37%) ASP.NET Developer
7 12 (12.37%) ASP.NET MVC Developer
7 12 (12.37%) C# ASP.NET Developer
8 11 (11.34%) Cloud Architect
8 11 (11.34%) Service Architect
9 10 (10.31%) Full Stack Developer
9 10 (10.31%) Java Developer
9 10 (10.31%) Solutions Architect
10 8 (8.25%) UI Developer
11 7 (7.22%) Java Architect
11 7 (7.22%) Software Developer
11 7 (7.22%) Software Engineer
12 6 (6.19%) Java Solutions Architect
12 6 (6.19%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 30 (30.93%) REST
2 26 (26.80%) .NET
2 26 (26.80%) HTML
2 26 (26.80%) Web Services
3 25 (25.77%) CSS
4 23 (23.71%) Spring
5 22 (22.68%) HTML5
6 21 (21.65%) CSS3
6 21 (21.65%) jQuery
7 16 (16.49%) Hibernate
8 15 (15.46%) ASP.NET
8 15 (15.46%) ASP.NET MVC
9 14 (14.43%) .NET Framework
9 14 (14.43%) Entity Framework
9 14 (14.43%) Node.js
9 14 (14.43%) RESTful
9 14 (14.43%) WCF
9 14 (14.43%) XML
10 13 (13.40%) ASP.NET Web API
11 12 (12.37%) ASP.NET MVC 5
Miscellaneous
1 25 (25.77%) Virtual Team
2 20 (20.62%) Hybrid Cloud
2 20 (20.62%) Visualisation
3 17 (17.53%) Enterprise Software
4 13 (13.40%) Fixed Income
5 11 (11.34%) Analytical Skills
5 11 (11.34%) Blog
5 11 (11.34%) Data Centre
6 6 (6.19%) Computer Science
7 5 (5.15%) Derivative
7 5 (5.15%) Foreign Exchange (FX)
7 5 (5.15%) Market Risk
8 3 (3.09%) Interest Rate Derivative
8 3 (3.09%) Management Information System
9 2 (2.06%) Data Integration
10 1 (1.03%) Equities
10 1 (1.03%) Mobile App
10 1 (1.03%) User Experience
Operating Systems
1 25 (25.77%) Linux
2 24 (24.74%) Windows
3 23 (23.71%) Unix
4 1 (1.03%) Android
4 1 (1.03%) Apple iOS
4 1 (1.03%) Red Hat Enterprise Linux
Processes & Methodologies
1 64 (65.98%) Agile Software Development
2 51 (52.58%) TDD
3 40 (41.24%) BDD
3 40 (41.24%) Software Engineering
4 31 (31.96%) SDLC
5 27 (27.84%) Analytics
6 26 (26.80%) Continuous Integration
7 21 (21.65%) DevOps
7 21 (21.65%) Microservices
7 21 (21.65%) SOA
8 20 (20.62%) Configuration Management
8 20 (20.62%) Machine Learning
8 20 (20.62%) Performance Monitoring
8 20 (20.62%) Service Delivery
8 20 (20.62%) Software Distribution
9 17 (17.53%) Mentoring
9 17 (17.53%) MVC
10 15 (15.46%) Scrum
11 12 (12.37%) Automated Testing
11 12 (12.37%) Web Application Development
Programming Languages
1 75 (77.32%) Java
2 33 (34.02%) C#
3 22 (22.68%) SQL
4 19 (19.59%) Python
5 17 (17.53%) Ruby
6 16 (16.49%) C++
7 10 (10.31%) Scala
8 9 (9.28%) JavaScript
9 8 (8.25%) Groovy
10 5 (5.15%) Perl
10 5 (5.15%) XPath
11 3 (3.09%) PHP
12 2 (2.06%) Shell Script
12 2 (2.06%) Smalltalk
12 2 (2.06%) T-SQL
12 2 (2.06%) XQuery
13 1 (1.03%) PL/SQL
Qualifications
1 30 (30.93%) Degree
2 2 (2.06%) Microsoft Certification
System Software
1 31 (31.96%) Docker
Systems Management
1 20 (20.62%) Kubernetes
1 20 (20.62%) Mesos
2 11 (11.34%) CFEngine
2 11 (11.34%) Opscode Chef
2 11 (11.34%) Puppet
3 8 (8.25%) Rundeck
Vendors
1 25 (25.77%) Oracle
2 15 (15.46%) Microsoft
3 11 (11.34%) Google
3 11 (11.34%) Sybase
4 8 (8.25%) TIBCO
5 2 (2.06%) Red Hat
5 2 (2.06%) Talend
5 2 (2.06%) Vertica
6 1 (1.03%) Ab Initio
6 1 (1.03%) Bloomberg
6 1 (1.03%) IBM
6 1 (1.03%) Informatica
6 1 (1.03%) SAP
6 1 (1.03%) Twitter
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