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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
NoSQL
Scotland / Edinburgh
Rank 62 79 90
Rank change year-on-year
+17 +11
Permanent jobs citing NoSQL 28 19 14
As % of all permanent IT jobs located in Edinburgh 2.59% 1.53% 1.05%
As % of the Database & Business Intelligence category 8.51% 5.60% 3.85%
Number of salaries quoted 22 13 10
Median salary £47,500 £47,500 £40,000
Median salary % change year-on-year
- +18.75%
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
329 339 364
As % of all permanent IT jobs located in Edinburgh 30.38% 27.38% 27.39%
Number of salaries quoted 210 264 272
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £32,500 £35,300 £32,850
10% offered a salary of more than £71,500 £55,000 £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 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 16 January 2017.

NoSQL Salary Histogram in Edinburgh

NoSQL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 16 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 Edinburgh region with a requirement for NoSQL.

1 21 (52.50%) Agile Software Development
2 19 (47.50%) Git (software)
3 18 (45.00%) JavaScript
3 18 (45.00%) .NET
4 16 (40.00%) C#
5 15 (37.50%) Java
5 15 (37.50%) ASP.NET
5 15 (37.50%) MVC
5 15 (37.50%) Games
5 15 (37.50%) ASP.NET MVC
6 14 (35.00%) RESTful
6 14 (35.00%) SQL Server
6 14 (35.00%) ASP.NET MVC 5
7 12 (30.00%) Web Application Development
7 12 (30.00%) AngularJS
7 12 (30.00%) Analytics
7 12 (30.00%) Ruby
8 11 (27.50%) TDD
8 11 (27.50%) Subversion
8 11 (27.50%) RDBMS
8 11 (27.50%) Relational Database
8 11 (27.50%) Node.js
9 10 (25.00%) Entity Framework
9 10 (25.00%) BDD
9 10 (25.00%) KnockoutJS
9 10 (25.00%) Twitter Bootstrap
9 10 (25.00%) ASP.NET Web API
9 10 (25.00%) SQL Server 2014
9 10 (25.00%) Code First Entity Framework
9 10 (25.00%) MySQL

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 6 (15.00%) Apache
1 6 (15.00%) Tomcat
2 4 (10.00%) IIS
3 2 (5.00%) CMS
3 2 (5.00%) Confluence
4 1 (2.50%) Apache Pig
Business Applications
1 1 (2.50%) SAP Oil and Gas
Cloud Services
1 5 (12.50%) Microsoft Azure
2 4 (10.00%) SaaS
3 1 (2.50%) Amazon AWS
3 1 (2.50%) Amazon EMR
3 1 (2.50%) Cloud Computing
Communications & Networking
1 4 (10.00%) iSCSI
1 4 (10.00%) NAS
1 4 (10.00%) SAN
1 4 (10.00%) WAN
2 3 (7.50%) Firewall
3 2 (5.00%) DHCP
3 2 (5.00%) DNS
Database & Business Intelligence
1 14 (35.00%) SQL Server
2 11 (27.50%) RDBMS
2 11 (27.50%) Relational Database
3 10 (25.00%) MySQL
3 10 (25.00%) SQL Server 2014
4 6 (15.00%) Amazon Redshift
4 6 (15.00%) Apache Cassandra
4 6 (15.00%) Big Data
4 6 (15.00%) Data Warehouse
4 6 (15.00%) Hadoop
4 6 (15.00%) MongoDB
4 6 (15.00%) PostgreSQL
5 1 (2.50%) Apache Hive
5 1 (2.50%) Data Mining
Development Applications
1 19 (47.50%) Git (software)
2 11 (27.50%) Subversion
3 7 (17.50%) Maven
4 4 (10.00%) Karma Test Runner
4 4 (10.00%) Mocha
5 2 (5.00%) Jenkins
5 2 (5.00%) JIRA
General
1 15 (37.50%) Games
2 7 (17.50%) Finance
2 7 (17.50%) Marketing
3 5 (12.50%) Banking
4 2 (5.00%) Telecoms
5 1 (2.50%) Electronics
5 1 (2.50%) Manufacturing
5 1 (2.50%) Retail
Job Titles
1 24 (60.00%) Developer
2 11 (27.50%) .NET Developer
2 11 (27.50%) Architect
3 10 (25.00%) Applications Developer
4 7 (17.50%) Web Developer
5 6 (15.00%) Data Architect
5 6 (15.00%) Solutions Architect
5 6 (15.00%) Web Applications Developer
6 5 (12.50%) Senior Architect
6 5 (12.50%) Senior Data Architect
7 4 (10.00%) C# Application Developer
7 4 (10.00%) C# Developer
7 4 (10.00%) Java Architect
7 4 (10.00%) Java Developer
7 4 (10.00%) Java Solutions Architect
7 4 (10.00%) Systems Engineer
8 2 (5.00%) IT Engineer
8 2 (5.00%) Linux Systems Engineer
8 2 (5.00%) Senior Developer
8 2 (5.00%) Software Developer
Libraries, Frameworks & Software Standards
1 18 (45.00%) .NET
2 15 (37.50%) ASP.NET
2 15 (37.50%) ASP.NET MVC
3 14 (35.00%) ASP.NET MVC 5
3 14 (35.00%) RESTful
4 12 (30.00%) AngularJS
5 11 (27.50%) Node.js
6 10 (25.00%) .NET Framework
6 10 (25.00%) ASP.NET Web API
6 10 (25.00%) Code First Entity Framework
6 10 (25.00%) Entity Framework
6 10 (25.00%) KnockoutJS
6 10 (25.00%) Twitter Bootstrap
6 10 (25.00%) WCF
7 9 (22.50%) Spring
7 9 (22.50%) Web Services
8 7 (17.50%) Hibernate
9 5 (12.50%) React
10 4 (10.00%) LAMP
10 4 (10.00%) NHibernate
Miscellaneous
1 5 (12.50%) Data Integration
2 2 (5.00%) Computer Science
2 2 (5.00%) Enterprise Software
2 2 (5.00%) Mobile App
3 1 (2.50%) Analytical Skills
Operating Systems
1 4 (10.00%) Linux
1 4 (10.00%) Red Hat Enterprise Linux
1 4 (10.00%) Ubuntu
1 4 (10.00%) Windows
1 4 (10.00%) Windows Server
2 2 (5.00%) Android
2 2 (5.00%) Apple iOS
Processes & Methodologies
1 21 (52.50%) Agile Software Development
2 15 (37.50%) MVC
3 12 (30.00%) Analytics
3 12 (30.00%) Web Application Development
4 11 (27.50%) TDD
5 10 (25.00%) BDD
6 9 (22.50%) Open Source
7 7 (17.50%) Business Intelligence
7 7 (17.50%) Software Engineering
8 5 (12.50%) Data Architecture
8 5 (12.50%) Data Management
8 5 (12.50%) Data Mapping
8 5 (12.50%) Data Modelling
8 5 (12.50%) Machine Learning
8 5 (12.50%) Mentoring
8 5 (12.50%) Metadata Management
8 5 (12.50%) Predictive Analytics
8 5 (12.50%) Product Management
8 5 (12.50%) Scrum
9 4 (10.00%) Configuration Management
Programming Languages
1 18 (45.00%) JavaScript
2 16 (40.00%) C#
3 15 (37.50%) Java
4 12 (30.00%) Ruby
5 9 (22.50%) SQL
6 6 (15.00%) Bash Shell
7 4 (10.00%) PowerShell
7 4 (10.00%) Python
8 2 (5.00%) Perl
8 2 (5.00%) PHP
Qualifications
1 3 (7.50%) Degree
System Software
1 2 (5.00%) Active Directory
Systems Management
1 4 (10.00%) Opscode Chef
1 4 (10.00%) Puppet
2 3 (7.50%) Check_MK
2 3 (7.50%) Nagios
Vendors
1 6 (15.00%) Vertica
2 4 (10.00%) Brocade
2 4 (10.00%) Cisco
2 4 (10.00%) Citrix
2 4 (10.00%) Percona
2 4 (10.00%) Perforce
2 4 (10.00%) Riverbed
2 4 (10.00%) VMware
3 3 (7.50%) Palo Alto
4 2 (5.00%) Alterian
4 2 (5.00%) Atlassian
5 1 (2.50%) Microsoft
5 1 (2.50%) SAP
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £55000 per annum + Bonus + Pension + Benefits
Posted: 11 hours ago
Edinburgh, Midlothian
Oho Group Ltd.
Salary: £40000 - £60000 per annum
Posted: 8 hours ago
Edinburgh, Midlothian
Search Consultancy
Salary: Benefits including bonus
Posted: 4 hours ago
Edinburgh, Midlothian
Net Talent
Posted: 2 hours ago
Edinburgh, Midlothian
7 Fifty Two Solutions Ltd
Salary: Benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago
Edinburgh, Midlothian
Net Talent
Posted: 5 days ago