The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland / Edinburgh
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 62 79 69
Rank change year-on-year +17 -10  
Permanent jobs citing NoSQL 39 14 33
As % of all permanent IT jobs advertised in Edinburgh 3.13% 1.17% 2.38%
As % of the Database & Business Intelligence category 9.65% 4.26% 8.17%
Number of salaries quoted 32 13 27
Median salary £45,000 £50,000 £40,000
Median salary % change year-on-year -10.00% +25.00%  
90% offered a salary of more than £32,500 £33,000 £29,750
10% offered a salary of more than £55,000 £59,250 £57,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Edinburgh
Permanent job vacancies with a requirement for database and business intelligence skills 404 329 404
As % of all permanent IT job vacancies advertised in Edinburgh 32.37% 27.49% 29.09%
Number of salaries quoted 606 382 636
Median salary £40,000 £45,500 £45,000
Median salary % change year-on-year -12.08% +1.11%  
90% offered a salary of more than £31,000 £30,000 £27,500
10% offered a salary of more than £67,500 £70,000 £71,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

NoSQL
Job Vacancy Trend in Edinburgh

Job postings citing NoSQL as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for NoSQL in Edinburgh

NoSQL
Salary Trend in Edinburgh

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

Salary trend for NoSQL in Edinburgh

NoSQL
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing NoSQL in Edinburgh over the 3 months to 28 June 2017.

Salary histogram for NoSQL in Edinburgh

For the 6 months to 28 June 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 57 (65.52%) .NET
2 51 (58.62%) Web Application Development
3 50 (57.47%) Ruby
4 47 (54.02%) RESTful
5 45 (51.72%) Agile Software Development
6 43 (49.43%) Git (software)
7 42 (48.28%) C#
7 42 (48.28%) SQL Server
7 42 (48.28%) ASP.NET
8 41 (47.13%) MVC
8 41 (47.13%) ASP.NET MVC
8 41 (47.13%) ASP.NET MVC 5
9 35 (40.23%) ASP.NET Web API
9 35 (40.23%) BDD
9 35 (40.23%) WCF
9 35 (40.23%) TDD
10 34 (39.08%) .NET Framework
10 34 (39.08%) Entity Framework
10 34 (39.08%) Node.js
10 34 (39.08%) Code First Entity Framework
11 28 (32.18%) SQL Server 2016
12 27 (31.03%) Apache
13 26 (29.89%) Linux
14 24 (27.59%) Subversion
15 23 (26.44%) Web Services
15 23 (26.44%) Java
16 21 (24.14%) MySQL
16 21 (24.14%) Bash Shell
17 20 (22.99%) Tomcat
18 18 (20.69%) PHP

NoSQL
Co-occurring 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 27 (31.03%) Apache
2 20 (22.99%) Tomcat
3 17 (19.54%) CMS
4 10 (11.49%) IIS
5 3 (3.45%) Confluence
6 1 (1.15%) nginx
Cloud Services
1 7 (8.05%) Microsoft Azure
1 7 (8.05%) SaaS
2 4 (4.60%) Amazon AWS
3 1 (1.15%) GitHub
Communications & Networking
1 9 (10.34%) iSCSI
1 9 (10.34%) NAS
1 9 (10.34%) SAN
1 9 (10.34%) WAN
2 7 (8.05%) Firewall
3 2 (2.30%) DHCP
3 2 (2.30%) DNS
4 1 (1.15%) SMS
Database & Business Intelligence
1 42 (48.28%) SQL Server
2 28 (32.18%) SQL Server 2016
3 21 (24.14%) MySQL
4 15 (17.24%) MongoDB
4 15 (17.24%) PostgreSQL
5 11 (12.64%) Relational Database
6 10 (11.49%) RDBMS
7 7 (8.05%) Data Warehouse
8 6 (6.90%) SQL Server 2014
9 3 (3.45%) Amazon Redshift
9 3 (3.45%) Apache Cassandra
10 2 (2.30%) Big Data
10 2 (2.30%) Hadoop
11 1 (1.15%) ArangoDB
11 1 (1.15%) Neo4j
Development Applications
1 43 (49.43%) Git (software)
2 24 (27.59%) Subversion
3 17 (19.54%) Jenkins
3 17 (19.54%) Maven
4 7 (8.05%) Karma Test Runner
4 7 (8.05%) Mocha
5 6 (6.90%) Ant
5 6 (6.90%) HttpUnit
5 6 (6.90%) JMeter
5 6 (6.90%) JUnit
6 3 (3.45%) JIRA
General
1 17 (19.54%) Marketing
2 15 (17.24%) Games
3 3 (3.45%) Finance
3 3 (3.45%) Retail
Job Titles
1 63 (72.41%) Developer
2 34 (39.08%) .NET Developer
3 21 (24.14%) C# Developer
4 18 (20.69%) Java Developer
5 14 (16.09%) .NET Software Developer
5 14 (16.09%) ASP.NET Developer
5 14 (16.09%) ASP.NET MVC Developer
5 14 (16.09%) C# .NET Developer
5 14 (16.09%) C# ASP.NET Developer
6 9 (10.34%) Systems Engineer
7 8 (9.20%) Senior Developer
7 8 (9.20%) Senior Java Developer
8 7 (8.05%) Linux Engineer
8 7 (8.05%) Linux Systems Engineer
9 4 (4.60%) Applications Developer
10 3 (3.45%) Data Analyst
10 3 (3.45%) DBA
10 3 (3.45%) Service Analyst
10 3 (3.45%) Software Developer
10 3 (3.45%) Technical Leader
Libraries, Frameworks & Software Standards
1 57 (65.52%) .NET
2 47 (54.02%) RESTful
3 42 (48.28%) ASP.NET
4 41 (47.13%) ASP.NET MVC
4 41 (47.13%) ASP.NET MVC 5
5 35 (40.23%) ASP.NET Web API
5 35 (40.23%) WCF
6 34 (39.08%) .NET Framework
6 34 (39.08%) Code First Entity Framework
6 34 (39.08%) Entity Framework
6 34 (39.08%) Node.js
7 23 (26.44%) Web Services
8 17 (19.54%) Hibernate
8 17 (19.54%) J2EE
8 17 (19.54%) Spring
9 15 (17.24%) Ruby on Rails
10 13 (14.94%) JPA
10 13 (14.94%) JSP
10 13 (14.94%) LAMP
10 13 (14.94%) Servlets
Miscellaneous
1 14 (16.09%) Enterprise Software
2 13 (14.94%) Mobile App
3 7 (8.05%) Computer Science
4 2 (2.30%) W3C
5 1 (1.15%) User Experience
Operating Systems
1 26 (29.89%) Linux
2 15 (17.24%) Windows
3 14 (16.09%) Android
3 14 (16.09%) Apple iOS
4 9 (10.34%) Red Hat Enterprise Linux
4 9 (10.34%) Ubuntu
4 9 (10.34%) Windows Server
5 6 (6.90%) Solaris
Processes & Methodologies
1 51 (58.62%) Web Application Development
2 45 (51.72%) Agile Software Development
3 41 (47.13%) MVC
4 35 (40.23%) BDD
4 35 (40.23%) TDD
5 18 (20.69%) Continuous Integration
6 15 (17.24%) Open Source
7 12 (13.79%) Android Development
7 12 (13.79%) iOS Development
8 9 (10.34%) Configuration Management
9 7 (8.05%) Business Intelligence
9 7 (8.05%) Infrastructure Monitoring
10 6 (6.90%) Separation of Concerns
11 5 (5.75%) Analytics
11 5 (5.75%) Mathematics
11 5 (5.75%) Statistics
12 4 (4.60%) Machine Learning
13 3 (3.45%) Data Analysis
13 3 (3.45%) Data Architecture
13 3 (3.45%) Mentoring
Programming Languages
1 50 (57.47%) Ruby
2 42 (48.28%) C#
3 23 (26.44%) Java
4 21 (24.14%) Bash Shell
5 18 (20.69%) PHP
6 15 (17.24%) Python
7 13 (14.94%) JavaScript
8 12 (13.79%) Perl
9 9 (10.34%) PowerShell
9 9 (10.34%) SQL
10 1 (1.15%) Scala
Qualifications
1 7 (8.05%) Computer Science Degree
1 7 (8.05%) Degree
Quality Assurance & Compliance
1 2 (2.30%) QA
System Software
1 3 (3.45%) Docker
2 2 (2.30%) Active Directory
Systems Management
1 9 (10.34%) Opscode Chef
1 9 (10.34%) Puppet
2 7 (8.05%) Check_MK
2 7 (8.05%) Nagios
Vendors
1 17 (19.54%) Alterian
2 9 (10.34%) Brocade
2 9 (10.34%) Cisco
2 9 (10.34%) Citrix
2 9 (10.34%) Percona
2 9 (10.34%) Riverbed
2 9 (10.34%) VMware
3 7 (8.05%) Palo Alto
4 6 (6.90%) Oracle
4 6 (6.90%) Perforce
5 3 (3.45%) Vertica
6 2 (2.30%) Atlassian
7 1 (1.15%) Cognos
7 1 (1.15%) Progress
Edinburgh
Pearson Frank
Salary: £30000 - £50000 per annum
Posted: 17 hours ago
Edinburgh, Midlothian
Evolution Recruitment Solutions
Salary: 45,000
Posted: Yesterday
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
ClearCube Consulting
Salary: From £55,000 to £70,000 per annum + Benefits
Posted: 6 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £60000.00 per annum
Posted: 16 days ago
Edinburgh
Call Centre Associates
Posted: 23 days ago