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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
NoSQL
Scotland / Edinburgh
Rank 46 88 90
Rank change year-on-year +42 +2  
Permanent jobs citing NoSQL 47 6 11
As % of all permanent IT jobs advertised in Edinburgh 4.24% 0.45% 0.81%
As % of the Database & Business Intelligence category 11.78% 1.67% 3.12%
Number of salaries quoted 30 4 7
Median salary £48,750 £37,500 £40,000
Median salary % change year-on-year +30.00% -6.25%  
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +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 399 360 353
As % of all permanent IT job vacancies advertised in Edinburgh 36.01% 27.23% 26.15%
Number of salaries quoted 249 242 243
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 £35,000 £34,000 £31,700
10% offered a salary of more than £77,500 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

NoSQL
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing NoSQL as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 23 March 2017.

Salary histogram for NoSQL in Edinburgh

NoSQL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 March 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 39 (59.09%) .NET
2 35 (53.03%) Ruby
2 35 (53.03%) Web Application Development
3 31 (46.97%) Git (software)
4 30 (45.45%) RESTful
4 30 (45.45%) SQL Server
5 29 (43.94%) ASP.NET
5 29 (43.94%) C#
5 29 (43.94%) MVC
5 29 (43.94%) ASP.NET MVC
5 29 (43.94%) Agile Software Development
5 29 (43.94%) ASP.NET MVC 5
6 24 (36.36%) Code First Entity Framework
6 24 (36.36%) ASP.NET Web API
6 24 (36.36%) TDD
6 24 (36.36%) .NET Framework
6 24 (36.36%) WCF
6 24 (36.36%) BDD
6 24 (36.36%) Entity Framework
6 24 (36.36%) Node.js
7 21 (31.82%) Games
8 20 (30.30%) Apache
8 20 (30.30%) Bash Shell
9 19 (28.79%) Tomcat
10 18 (27.27%) JavaScript
10 18 (27.27%) Subversion
11 17 (25.76%) Java
12 16 (24.24%) MySQL
12 16 (24.24%) Web Services
13 14 (21.21%) Linux

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 20 (30.30%) Apache
2 19 (28.79%) Tomcat
3 11 (16.67%) CMS
4 9 (13.64%) IIS
5 3 (4.55%) Confluence
6 1 (1.52%) Apache Pig
Cloud Services
1 5 (7.58%) Microsoft Azure
1 5 (7.58%) SaaS
2 1 (1.52%) Amazon AWS
2 1 (1.52%) Amazon EMR
2 1 (1.52%) Cloud Computing
Communications & Networking
1 9 (13.64%) iSCSI
1 9 (13.64%) NAS
1 9 (13.64%) SAN
1 9 (13.64%) WAN
2 7 (10.61%) Firewall
3 3 (4.55%) DHCP
3 3 (4.55%) DNS
Database & Business Intelligence
1 30 (45.45%) SQL Server
2 16 (24.24%) MySQL
3 13 (19.70%) RDBMS
3 13 (19.70%) Relational Database
4 12 (18.18%) SQL Server 2014
4 12 (18.18%) SQL Server 2016
5 11 (16.67%) PostgreSQL
6 10 (15.15%) MongoDB
7 8 (12.12%) Data Warehouse
8 7 (10.61%) Big Data
8 7 (10.61%) Hadoop
9 6 (9.09%) Amazon Redshift
9 6 (9.09%) Apache Cassandra
10 1 (1.52%) Apache Hive
10 1 (1.52%) Data Mining
Development Applications
1 31 (46.97%) Git (software)
2 18 (27.27%) Subversion
3 11 (16.67%) Jenkins
3 11 (16.67%) Maven
4 5 (7.58%) Karma Test Runner
4 5 (7.58%) Mocha
5 3 (4.55%) JIRA
6 1 (1.52%) Ant
6 1 (1.52%) HttpUnit
6 1 (1.52%) JMeter
6 1 (1.52%) JUnit
General
1 21 (31.82%) Games
2 12 (18.18%) Marketing
3 6 (9.09%) Finance
Job Titles
1 46 (69.70%) Developer
2 24 (36.36%) .NET Developer
3 12 (18.18%) Java Developer
4 11 (16.67%) C# Developer
5 10 (15.15%) Applications Developer
6 9 (13.64%) Systems Engineer
7 7 (10.61%) Architect
7 7 (10.61%) Data Architect
8 6 (9.09%) .NET Software Developer
8 6 (9.09%) ASP.NET Developer
8 6 (9.09%) ASP.NET MVC Developer
8 6 (9.09%) C# .NET Developer
8 6 (9.09%) C# ASP.NET Developer
8 6 (9.09%) Linux Engineer
8 6 (9.09%) Linux Systems Engineer
8 6 (9.09%) Senior Architect
8 6 (9.09%) Senior Data Architect
8 6 (9.09%) Web Developer
9 5 (7.58%) C# Application Developer
9 5 (7.58%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 39 (59.09%) .NET
2 30 (45.45%) RESTful
3 29 (43.94%) ASP.NET
3 29 (43.94%) ASP.NET MVC
3 29 (43.94%) ASP.NET MVC 5
4 24 (36.36%) .NET Framework
4 24 (36.36%) ASP.NET Web API
4 24 (36.36%) Code First Entity Framework
4 24 (36.36%) Entity Framework
4 24 (36.36%) Node.js
4 24 (36.36%) WCF
5 16 (24.24%) Web Services
6 12 (18.18%) AngularJS
6 12 (18.18%) KnockoutJS
6 12 (18.18%) Twitter Bootstrap
7 11 (16.67%) J2EE
7 11 (16.67%) JPA
7 11 (16.67%) JSP
7 11 (16.67%) Servlets
7 11 (16.67%) Spring
Miscellaneous
1 11 (16.67%) Mobile App
2 6 (9.09%) Computer Science
2 6 (9.09%) Enterprise Software
3 1 (1.52%) Analytical Skills
3 1 (1.52%) W3C
Operating Systems
1 14 (21.21%) Linux
2 11 (16.67%) Android
2 11 (16.67%) Apple iOS
3 10 (15.15%) Windows
4 9 (13.64%) Red Hat Enterprise Linux
4 9 (13.64%) Ubuntu
4 9 (13.64%) Windows Server
5 1 (1.52%) Solaris
Processes & Methodologies
1 35 (53.03%) Web Application Development
2 29 (43.94%) Agile Software Development
2 29 (43.94%) MVC
3 24 (36.36%) BDD
3 24 (36.36%) TDD
4 14 (21.21%) Open Source
5 13 (19.70%) Analytics
6 11 (16.67%) Continuous Integration
7 10 (15.15%) Android Development
7 10 (15.15%) iOS Development
8 9 (13.64%) Configuration Management
9 8 (12.12%) Business Intelligence
10 7 (10.61%) Infrastructure Monitoring
10 7 (10.61%) Machine Learning
11 6 (9.09%) Data Architecture
11 6 (9.09%) Data Management
11 6 (9.09%) Data Mapping
11 6 (9.09%) Data Modelling
11 6 (9.09%) Metadata Management
11 6 (9.09%) Predictive Analytics
Programming Languages
1 35 (53.03%) Ruby
2 29 (43.94%) C#
3 20 (30.30%) Bash Shell
4 18 (27.27%) JavaScript
5 17 (25.76%) Java
6 13 (19.70%) Python
7 11 (16.67%) Perl
8 10 (15.15%) PHP
9 9 (13.64%) PowerShell
9 9 (13.64%) SQL
Qualifications
1 6 (9.09%) Degree
System Software
1 3 (4.55%) Active Directory
Systems Management
1 9 (13.64%) Opscode Chef
1 9 (13.64%) Puppet
2 7 (10.61%) Check_MK
2 7 (10.61%) Nagios
Vendors
1 11 (16.67%) Alterian
2 9 (13.64%) Brocade
2 9 (13.64%) Cisco
2 9 (13.64%) Citrix
2 9 (13.64%) Percona
2 9 (13.64%) Riverbed
2 9 (13.64%) VMware
3 7 (10.61%) Palo Alto
3 7 (10.61%) Perforce
4 6 (9.09%) Vertica
5 3 (4.55%) Atlassian
6 1 (1.52%) Oracle
6 1 (1.52%) Progress
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
Edinburgh
Tectre Limited
Salary: £60,000 - £100,000 per year
Posted: 10 days ago