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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
NoSQL
Scotland / Edinburgh
Rank 49 82 88
Rank change year-on-year
+33 +6
Permanent jobs citing NoSQL 39 11 14
As % of all permanent IT jobs located in Edinburgh 3.51% 0.89% 1.04%
As % of the Database & Business Intelligence category 10.86% 3.15% 3.66%
Number of salaries quoted 26 7 10
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
359 349 382
As % of all permanent IT jobs located in Edinburgh 32.31% 28.12% 28.36%
Number of salaries quoted 237 260 274
Median salary £47,500 £47,500 £40,000
Median salary % change year-on-year
- +18.75%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £72,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 21 February 2017.

NoSQL Salary Histogram in Edinburgh

NoSQL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 February 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 Edinburgh region with a requirement for NoSQL.

1 28 (54.90%) .NET
2 23 (45.10%) Ruby
2 23 (45.10%) Web Application Development
3 21 (41.18%) Git (software)
4 20 (39.22%) JavaScript
4 20 (39.22%) Games
4 20 (39.22%) Agile Software Development
5 19 (37.25%) MVC
5 19 (37.25%) C#
5 19 (37.25%) SQL Server
5 19 (37.25%) ASP.NET
5 19 (37.25%) RESTful
5 19 (37.25%) ASP.NET MVC
5 19 (37.25%) ASP.NET MVC 5
6 18 (35.29%) Java
7 16 (31.37%) Apache
7 16 (31.37%) Tomcat
7 16 (31.37%) Subversion
7 16 (31.37%) Bash Shell
8 15 (29.41%) Analytics
8 15 (29.41%) MySQL
9 14 (27.45%) RDBMS
9 14 (27.45%) TDD
9 14 (27.45%) BDD
9 14 (27.45%) Entity Framework
9 14 (27.45%) Node.js
9 14 (27.45%) .NET Framework
9 14 (27.45%) WCF
9 14 (27.45%) ASP.NET Web API
9 14 (27.45%) Relational Database

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 16 (31.37%) Apache
1 16 (31.37%) Tomcat
2 9 (17.65%) CMS
3 7 (13.73%) IIS
4 3 (5.88%) Confluence
5 1 (1.96%) Apache Pig
Cloud Services
1 5 (9.80%) Microsoft Azure
1 5 (9.80%) SaaS
2 1 (1.96%) Amazon AWS
2 1 (1.96%) Amazon EMR
2 1 (1.96%) Cloud Computing
Communications & Networking
1 7 (13.73%) iSCSI
1 7 (13.73%) NAS
1 7 (13.73%) SAN
1 7 (13.73%) WAN
2 5 (9.80%) Firewall
3 3 (5.88%) DHCP
3 3 (5.88%) DNS
Database & Business Intelligence
1 19 (37.25%) SQL Server
2 15 (29.41%) MySQL
3 14 (27.45%) RDBMS
3 14 (27.45%) Relational Database
4 12 (23.53%) SQL Server 2014
5 8 (15.69%) Amazon Redshift
5 8 (15.69%) Apache Cassandra
5 8 (15.69%) MongoDB
5 8 (15.69%) PostgreSQL
6 7 (13.73%) Big Data
6 7 (13.73%) Data Warehouse
6 7 (13.73%) Hadoop
7 2 (3.92%) SQL Server 2016
8 1 (1.96%) Apache Hive
8 1 (1.96%) Data Mining
Development Applications
1 21 (41.18%) Git (software)
2 16 (31.37%) Subversion
3 10 (19.61%) Maven
4 9 (17.65%) Jenkins
5 5 (9.80%) Karma Test Runner
5 5 (9.80%) Mocha
6 3 (5.88%) JIRA
General
1 20 (39.22%) Games
2 9 (17.65%) Marketing
3 7 (13.73%) Finance
4 1 (1.96%) Banking
4 1 (1.96%) Retail
4 1 (1.96%) Telecoms
Job Titles
1 36 (70.59%) Developer
2 14 (27.45%) .NET Developer
3 12 (23.53%) Applications Developer
4 11 (21.57%) Java Developer
5 8 (15.69%) Architect
5 8 (15.69%) Web Developer
6 7 (13.73%) Data Architect
6 7 (13.73%) Systems Engineer
6 7 (13.73%) Web Applications Developer
7 6 (11.76%) C# Developer
7 6 (11.76%) Senior Architect
7 6 (11.76%) Senior Data Architect
8 5 (9.80%) C# Application Developer
9 4 (7.84%) Linux Engineer
9 4 (7.84%) Linux Systems Engineer
9 4 (7.84%) Senior Developer
9 4 (7.84%) Senior Java Developer
10 3 (5.88%) IT Engineer
11 2 (3.92%) Java Web Applications Developer
11 2 (3.92%) Solutions Architect
Libraries, Frameworks & Software Standards
1 28 (54.90%) .NET
2 19 (37.25%) ASP.NET
2 19 (37.25%) ASP.NET MVC
2 19 (37.25%) ASP.NET MVC 5
2 19 (37.25%) RESTful
3 14 (27.45%) .NET Framework
3 14 (27.45%) ASP.NET Web API
3 14 (27.45%) Code First Entity Framework
3 14 (27.45%) Entity Framework
3 14 (27.45%) Node.js
3 14 (27.45%) WCF
4 13 (25.49%) Web Services
5 12 (23.53%) AngularJS
5 12 (23.53%) KnockoutJS
5 12 (23.53%) Twitter Bootstrap
6 10 (19.61%) Hibernate
6 10 (19.61%) Spring
7 9 (17.65%) J2EE
7 9 (17.65%) JSP
7 9 (17.65%) Servlets
Miscellaneous
1 9 (17.65%) Mobile App
2 5 (9.80%) Computer Science
3 1 (1.96%) Analytical Skills
3 1 (1.96%) Enterprise Software
Operating Systems
1 9 (17.65%) Android
1 9 (17.65%) Apple iOS
2 7 (13.73%) Linux
2 7 (13.73%) Red Hat Enterprise Linux
2 7 (13.73%) Ubuntu
2 7 (13.73%) Windows
2 7 (13.73%) Windows Server
Processes & Methodologies
1 23 (45.10%) Web Application Development
2 20 (39.22%) Agile Software Development
3 19 (37.25%) MVC
4 15 (29.41%) Analytics
5 14 (27.45%) BDD
5 14 (27.45%) TDD
6 11 (21.57%) Open Source
7 9 (17.65%) Android Development
7 9 (17.65%) Continuous Integration
7 9 (17.65%) iOS Development
8 7 (13.73%) Business Intelligence
8 7 (13.73%) Configuration Management
9 6 (11.76%) Data Architecture
9 6 (11.76%) Data Integration
9 6 (11.76%) Data Management
9 6 (11.76%) Data Mapping
9 6 (11.76%) Data Modelling
9 6 (11.76%) Machine Learning
9 6 (11.76%) Metadata Management
9 6 (11.76%) Predictive Analytics
Programming Languages
1 23 (45.10%) Ruby
2 20 (39.22%) JavaScript
3 19 (37.25%) C#
4 18 (35.29%) Java
5 16 (31.37%) Bash Shell
6 9 (17.65%) Perl
6 9 (17.65%) PHP
7 8 (15.69%) SQL
8 7 (13.73%) PowerShell
8 7 (13.73%) Python
Qualifications
1 5 (9.80%) Degree
System Software
1 3 (5.88%) Active Directory
Systems Management
1 7 (13.73%) Opscode Chef
1 7 (13.73%) Puppet
2 5 (9.80%) Check_MK
2 5 (9.80%) Nagios
Vendors
1 9 (17.65%) Alterian
2 8 (15.69%) Vertica
3 7 (13.73%) Brocade
3 7 (13.73%) Cisco
3 7 (13.73%) Citrix
3 7 (13.73%) Percona
3 7 (13.73%) Riverbed
3 7 (13.73%) VMware
4 6 (11.76%) Perforce
5 5 (9.80%) Palo Alto
6 3 (5.88%) Atlassian
7 1 (1.96%) Progress
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