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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
NoSQL
Rank 73 89 100
Rank change year-on-year
+16 +11
Permanent jobs citing NoSQL 15 15 12
As % of all permanent IT jobs located in Edinburgh 1.35% 1.04% 0.81%
As % of the Database & Business Intelligence category 5.03% 3.98% 2.85%
Number of salaries quoted 13 11 10
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year
- +20.00%
90% offered a salary of more than £40,000 £42,000 £37,050
10% offered a salary of more than £71,500 £55,000 £40,000
UK excluding London median salary £50,000 £47,500 £42,500
% change year-on-year
+5.26% +11.76%
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
298 377 421
As % of all permanent IT jobs located in Edinburgh 26.80% 26.20% 28.50%
Number of salaries quoted 210 271 318
Median salary £42,500 £44,000 £41,000
Median salary % change year-on-year
-3.40% +7.31%
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 6 December 2016.

NoSQL Salary Histogram in Edinburgh

NoSQL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 6 December 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 21 (61.76%) Agile Software Development
2 20 (58.82%) Java
3 18 (52.94%) Git (software)
4 14 (41.18%) Software Engineering
4 14 (41.18%) Subversion
4 14 (41.18%) Spring
5 12 (35.29%) Banking
5 12 (35.29%) Hibernate
5 12 (35.29%) Scrum
5 12 (35.29%) JavaScript
5 12 (35.29%) Maven
5 12 (35.29%) Product Management
5 12 (35.29%) Mentoring
6 10 (29.41%) Analytics
7 9 (26.47%) SQL
7 9 (26.47%) RDBMS
7 9 (26.47%) Games
7 9 (26.47%) Relational Database
8 8 (23.53%) Finance
8 8 (23.53%) .NET
8 8 (23.53%) MySQL
8 8 (23.53%) C#
9 7 (20.59%) Marketing
9 7 (20.59%) MongoDB
9 7 (20.59%) ASP.NET MVC
9 7 (20.59%) ASP.NET
9 7 (20.59%) MVC
10 6 (17.65%) Web Services
10 6 (17.65%) SQL Server
10 6 (17.65%) RESTful

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 (5.88%) Apache
1 2 (5.88%) IIS
1 2 (5.88%) Tomcat
2 1 (2.94%) Apache Pig
2 1 (2.94%) Confluence
Business Applications
1 1 (2.94%) SAP Oil and Gas
Cloud Services
1 4 (11.76%) Microsoft Azure
1 4 (11.76%) SaaS
2 2 (5.88%) Amazon AWS
3 1 (2.94%) Amazon EMR
3 1 (2.94%) Cloud Computing
Communications & Networking
1 2 (5.88%) Firewall
1 2 (5.88%) iSCSI
1 2 (5.88%) NAS
1 2 (5.88%) SAN
1 2 (5.88%) WAN
2 1 (2.94%) DHCP
2 1 (2.94%) DNS
Database & Business Intelligence
1 9 (26.47%) RDBMS
1 9 (26.47%) Relational Database
2 8 (23.53%) MySQL
3 7 (20.59%) MongoDB
4 6 (17.65%) Amazon Redshift
4 6 (17.65%) Apache Cassandra
4 6 (17.65%) PostgreSQL
4 6 (17.65%) SQL Server
5 4 (11.76%) Big Data
5 4 (11.76%) Data Warehouse
5 4 (11.76%) Hadoop
6 3 (8.82%) SQL Server 2014
7 1 (2.94%) Apache Hive
7 1 (2.94%) Data Mining
Development Applications
1 18 (52.94%) Git (software)
2 14 (41.18%) Subversion
3 12 (35.29%) Maven
4 3 (8.82%) Karma Test Runner
4 3 (8.82%) Mocha
5 1 (2.94%) JIRA
General
1 12 (35.29%) Banking
2 9 (26.47%) Games
3 8 (23.53%) Finance
4 7 (20.59%) Marketing
5 5 (14.71%) Telecoms
6 4 (11.76%) Retail
7 1 (2.94%) Electronics
7 1 (2.94%) Manufacturing
Job Titles
1 16 (47.06%) Architect
2 15 (44.12%) Developer
3 13 (38.24%) Solutions Architect
4 9 (26.47%) Applications Developer
5 8 (23.53%) Java Architect
5 8 (23.53%) Java Solutions Architect
6 7 (20.59%) Web Developer
7 6 (17.65%) Web Applications Developer
8 4 (11.76%) .NET Developer
8 4 (11.76%) Data Architect
9 3 (8.82%) C# Application Developer
9 3 (8.82%) C# Developer
9 3 (8.82%) Senior Architect
9 3 (8.82%) Senior Data Architect
10 2 (5.88%) Software Developer
10 2 (5.88%) Systems Engineer
11 1 (2.94%) Java Software Engineer
11 1 (2.94%) PHP Developer
11 1 (2.94%) Senior Software Developer
11 1 (2.94%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 14 (41.18%) Spring
2 12 (35.29%) Hibernate
3 8 (23.53%) .NET
4 7 (20.59%) ASP.NET
4 7 (20.59%) ASP.NET MVC
5 6 (17.65%) AngularJS
5 6 (17.65%) ASP.NET MVC 5
5 6 (17.65%) RESTful
5 6 (17.65%) Web Services
6 5 (14.71%) Node.js
7 4 (11.76%) React
8 3 (8.82%) .NET Framework
8 3 (8.82%) ASP.NET Web API
8 3 (8.82%) Code First Entity Framework
8 3 (8.82%) Entity Framework
8 3 (8.82%) HTML
8 3 (8.82%) KnockoutJS
8 3 (8.82%) NHibernate
8 3 (8.82%) Twitter Bootstrap
8 3 (8.82%) WCF
Miscellaneous
1 3 (8.82%) Data Integration
2 2 (5.88%) Enterprise Software
3 1 (2.94%) Analytical Skills
3 1 (2.94%) Computer Science
Operating Systems
1 2 (5.88%) Linux
1 2 (5.88%) Red Hat Enterprise Linux
1 2 (5.88%) Ubuntu
1 2 (5.88%) Windows
1 2 (5.88%) Windows Server
Processes & Methodologies
1 21 (61.76%) Agile Software Development
2 14 (41.18%) Software Engineering
3 12 (35.29%) Mentoring
3 12 (35.29%) Product Management
3 12 (35.29%) Scrum
4 10 (29.41%) Analytics
5 7 (20.59%) MVC
6 6 (17.65%) Open Source
7 5 (14.71%) Business Intelligence
8 4 (11.76%) TDD
9 3 (8.82%) BDD
9 3 (8.82%) Data Architecture
9 3 (8.82%) Data Management
9 3 (8.82%) Data Mapping
9 3 (8.82%) Data Modelling
9 3 (8.82%) Machine Learning
9 3 (8.82%) Metadata Management
9 3 (8.82%) Predictive Analytics
9 3 (8.82%) Web Application Development
10 2 (5.88%) Configuration Management
Programming Languages
1 20 (58.82%) Java
2 12 (35.29%) JavaScript
3 9 (26.47%) SQL
4 8 (23.53%) C#
5 3 (8.82%) Ruby
6 2 (5.88%) Bash Shell
6 2 (5.88%) PowerShell
6 2 (5.88%) Python
7 1 (2.94%) PHP
Qualifications
1 2 (5.88%) Degree
System Software
1 1 (2.94%) Active Directory
Systems Management
1 2 (5.88%) Check_MK
1 2 (5.88%) Nagios
1 2 (5.88%) Opscode Chef
1 2 (5.88%) Puppet
Vendors
1 6 (17.65%) Vertica
2 2 (5.88%) Brocade
2 2 (5.88%) Cisco
2 2 (5.88%) Citrix
2 2 (5.88%) Palo Alto
2 2 (5.88%) Percona
2 2 (5.88%) Perforce
2 2 (5.88%) Riverbed
2 2 (5.88%) VMware
3 1 (2.94%) Atlassian
3 1 (2.94%) Microsoft
3 1 (2.94%) SAP
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £55000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Edinburgh, Midlothian
Nigel Frank International Ltd
Salary: £25000 - £60000 per annum
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
Edinburgh, Midlothian
Evolution Recruitment Solutions
Salary: 45,000
Posted: 5 days ago