The table below looks at the statistics for NoSQL skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited NoSQL over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
NoSQL
Rank 90 73 94
Rank change year-on-year
-17 +21
Permanent jobs citing NoSQL 7 27 18
As % of all permanent IT jobs located in Edinburgh 0.56% 2.04% 1.14%
As % of the Database & Business Intelligence category 2.05% 7.42% 3.96%
Number of salaries quoted 6 21 11
Median salary £46,250 £40,000 £41,500
Median salary % change year-on-year
+15.62% -3.61%
90% offered a salary of more than £38,250 £29,000 £22,500
10% offered a salary of more than £50,750 £55,000 £45,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
NoSQL
Scotland

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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
342 364 455
As % of all permanent IT jobs located in Edinburgh 27.47% 27.49% 28.93%
Number of salaries quoted 185 234 338
Median salary £50,000 £44,000 £42,500
Median salary % change year-on-year
+13.63% +3.52%
90% offered a salary of more than £30,000 £32,000 £28,500
10% offered a salary of more than £64,000 £60,000 £56,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

NoSQL
Jobs Demand Trend in Edinburgh

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

NoSQL Jobs Demand Trend in Edinburgh

NoSQL
Salary Trend in Edinburgh

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

NoSQL Salary Trend in Edinburgh

NoSQL
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing NoSQL across the Edinburgh region over the 3 months to 27 May 2016.

NoSQL Salary Histogram in Edinburgh

NoSQL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 May 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 Edinburgh region with a requirement for NoSQL.

1 13 (81.25%) Java
2 10 (62.50%) SQL
2 10 (62.50%) Agile Software Development
3 8 (50.00%) Software Engineering
4 7 (43.75%) JavaScript
4 7 (43.75%) MongoDB
5 6 (37.50%) Oracle
5 6 (37.50%) SQL Server
5 6 (37.50%) PostgreSQL
6 5 (31.25%) Games
6 5 (31.25%) RDBMS
6 5 (31.25%) Spring
6 5 (31.25%) HTML
6 5 (31.25%) Linux
6 5 (31.25%) Big Data
6 5 (31.25%) Open Source
6 5 (31.25%) Relational Database
7 4 (25.00%) VoltDB
7 4 (25.00%) Amazon Redshift
7 4 (25.00%) SDLC
7 4 (25.00%) Degree
7 4 (25.00%) Oracle OLAP
7 4 (25.00%) NewSQL
7 4 (25.00%) Vertica
7 4 (25.00%) Apache Cassandra
7 4 (25.00%) HTML5
7 4 (25.00%) OLTP
7 4 (25.00%) OLAP
8 3 (18.75%) C#
8 3 (18.75%) OO

NoSQL
Top Related IT Skills in Edinburgh 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 2 (12.50%) Tomcat
2 1 (6.25%) Apache
2 1 (6.25%) CMS
Cloud Services
1 2 (12.50%) SaaS
Communications & Networking
1 1 (6.25%) HTTP
1 1 (6.25%) Internet
1 1 (6.25%) TCP/IP
Database & Business Intelligence
1 7 (43.75%) MongoDB
2 6 (37.50%) PostgreSQL
2 6 (37.50%) SQL Server
3 5 (31.25%) Big Data
3 5 (31.25%) RDBMS
3 5 (31.25%) Relational Database
4 4 (25.00%) Amazon Redshift
4 4 (25.00%) Apache Cassandra
4 4 (25.00%) NewSQL
4 4 (25.00%) OLAP
4 4 (25.00%) OLTP
4 4 (25.00%) Oracle OLAP
4 4 (25.00%) VoltDB
5 2 (12.50%) MySQL
6 1 (6.25%) Apache Hive
6 1 (6.25%) Data Warehouse
6 1 (6.25%) Hadoop
6 1 (6.25%) Neo4j
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) Maven
1 1 (6.25%) Subversion
General
1 5 (31.25%) Games
2 1 (6.25%) Banking
2 1 (6.25%) Finance
2 1 (6.25%) Retail
2 1 (6.25%) Telecoms
Job Titles
1 5 (31.25%) Software Engineer
2 4 (25.00%) Developer
2 4 (25.00%) Senior Software Engineer
3 3 (18.75%) Java Developer
4 2 (12.50%) Architect
4 2 (12.50%) Technical Leader
5 1 (6.25%) Administrator
5 1 (6.25%) Analyst
5 1 (6.25%) Business Analyst
5 1 (6.25%) Data Architect
5 1 (6.25%) Database Developer
5 1 (6.25%) DBA
5 1 (6.25%) Development Manager
5 1 (6.25%) Hadoop Architect
5 1 (6.25%) Java Architect
5 1 (6.25%) Java Software Engineer
5 1 (6.25%) Senior Developer
5 1 (6.25%) Senior Java Developer
5 1 (6.25%) Software Analyst
5 1 (6.25%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (31.25%) HTML
1 5 (31.25%) Spring
2 4 (25.00%) HTML5
3 3 (18.75%) AngularJS
3 3 (18.75%) REST
4 2 (12.50%) .NET
4 2 (12.50%) CSS
4 2 (12.50%) Hibernate
4 2 (12.50%) KnockoutJS
5 1 (6.25%) Ajax
5 1 (6.25%) Backbone.js
5 1 (6.25%) CSS3
5 1 (6.25%) J2EE
5 1 (6.25%) JDBC
5 1 (6.25%) JPA
5 1 (6.25%) RESTful
5 1 (6.25%) Ruby on Rails
5 1 (6.25%) Web Services
Miscellaneous
1 3 (18.75%) Enterprise Software
2 1 (6.25%) Computer Science
2 1 (6.25%) Internet of Things
2 1 (6.25%) Mobile App
Operating Systems
1 5 (31.25%) Linux
2 1 (6.25%) Android
2 1 (6.25%) Apple iOS
2 1 (6.25%) Unix
2 1 (6.25%) Windows
Processes & Methodologies
1 10 (62.50%) Agile Software Development
2 8 (50.00%) Software Engineering
3 5 (31.25%) Open Source
4 4 (25.00%) SDLC
5 3 (18.75%) Microservices
5 3 (18.75%) Multithreading
5 3 (18.75%) OO
6 2 (12.50%) MVC
6 2 (12.50%) Scrum
6 2 (12.50%) Web Development
7 1 (6.25%) Android Development
7 1 (6.25%) Business Intelligence
7 1 (6.25%) Data Architecture
7 1 (6.25%) Data Modelling
7 1 (6.25%) ETL
7 1 (6.25%) Kanban
7 1 (6.25%) Product Management
7 1 (6.25%) Requirements Analysis
7 1 (6.25%) Stakeholder Management
7 1 (6.25%) Systems Analysis
Programming Languages
1 13 (81.25%) Java
2 10 (62.50%) SQL
3 7 (43.75%) JavaScript
4 3 (18.75%) C#
5 1 (6.25%) Bash Shell
5 1 (6.25%) Perl
5 1 (6.25%) PHP
5 1 (6.25%) PL/SQL
5 1 (6.25%) Ruby
Qualifications
1 4 (25.00%) Degree
Vendors
1 6 (37.50%) Oracle
2 4 (25.00%) Vertica
3 2 (12.50%) Microsoft
4 1 (6.25%) Ab Initio
4 1 (6.25%) Informatica
4 1 (6.25%) Twitter
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