The table below looks at the statistics for NoSQL skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited NoSQL over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
NoSQL
Rank 96 93 127
Rank change year-on-year
-3 +34
Permanent jobs citing NoSQL 66 76 56
As % of all permanent IT jobs located in Scotland 2.31% 2.41% 1.48%
As % of the Database & Business Intelligence category 7.14% 7.11% 4.49%
Number of salaries quoted 29 49 27
Median salary £47,500 £42,500 £41,500
Median salary % change year-on-year
+11.76% +2.40%
90% offered a salary of more than £39,850 £32,150 £29,000
10% offered a salary of more than £52,500 £77,700 £49,600
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
NoSQL
UK

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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
925 1069 1248
As % of all permanent IT jobs located in Scotland 32.42% 33.97% 32.89%
Number of salaries quoted 435 688 863
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

NoSQL
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing NoSQL as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

NoSQL Jobs Demand Trend in Scotland

NoSQL
Salary Trend in Scotland

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

NoSQL Salary Trend in Scotland

NoSQL
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing NoSQL across the Scotland region over the 3 months to 30 June 2016.

NoSQL Salary Histogram in Scotland

NoSQL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Scotland region over the 3 months to 30 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +6 51 £47,500 -2.56% 2
Edinburgh -13 15 £50,000 +25.00% 1
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 30 June 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 Scotland region with a requirement for NoSQL.

1 71 (77.17%) Java
2 63 (68.48%) Agile Software Development
3 52 (56.52%) TDD
4 43 (46.74%) BDD
5 41 (44.57%) Finance
6 37 (40.22%) Software Engineering
7 34 (36.96%) Degree
8 33 (35.87%) C#
9 32 (34.78%) SDLC
10 30 (32.61%) Amazon AWS
10 30 (32.61%) REST
11 29 (31.52%) Analytics
12 28 (30.43%) Microsoft Azure
12 28 (30.43%) Git (software)
12 28 (30.43%) Virtual Team
13 27 (29.35%) .NET
14 26 (28.26%) SQL Server
14 26 (28.26%) Continuous Integration
14 26 (28.26%) Docker
14 26 (28.26%) PaaS
15 25 (27.17%) HTML
15 25 (27.17%) SQL
16 23 (25.00%) Oracle
16 23 (25.00%) CSS
16 23 (25.00%) Linux
16 23 (25.00%) Relational Database
17 22 (23.91%) HTML5
17 22 (23.91%) Unix
17 22 (23.91%) Ruby
18 21 (22.83%) Windows

NoSQL
Top Related IT Skills in Scotland 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 11 (11.96%) Tomcat
2 9 (9.78%) MQSeries
3 7 (7.61%) Apache Qpid
3 7 (7.61%) Cloud Foundry
4 3 (3.26%) JBoss
5 2 (2.17%) Apache Spark
6 1 (1.09%) Alfresco
6 1 (1.09%) Apache
6 1 (1.09%) Apache Solr
6 1 (1.09%) CMS
6 1 (1.09%) Confluence
6 1 (1.09%) Elasticsearch
6 1 (1.09%) GemFire
6 1 (1.09%) Mule
6 1 (1.09%) SugarCRM
Applications
1 9 (9.78%) MS Excel
Business Applications
1 1 (1.09%) SAP Oil and Gas
Cloud Services
1 30 (32.61%) Amazon AWS
2 28 (30.43%) Microsoft Azure
3 26 (28.26%) PaaS
4 19 (20.65%) Amazon CloudWatch
4 19 (20.65%) Amazon EC2
4 19 (20.65%) Amazon S3
4 19 (20.65%) IaaS
5 10 (10.87%) SaaS
6 7 (7.61%) GitHub
6 7 (7.61%) Google App Engine
6 7 (7.61%) Google Cloud Platform
6 7 (7.61%) Google Compute Engine
6 7 (7.61%) Heroku
Communications & Networking
1 8 (8.70%) HTTP
1 8 (8.70%) Internet
2 7 (7.61%) AMQP
2 7 (7.61%) Firewall
2 7 (7.61%) Software-Defined Networking
3 1 (1.09%) TCP/IP
Database & Business Intelligence
1 26 (28.26%) SQL Server
2 23 (25.00%) Relational Database
3 21 (22.83%) Apache Cassandra
4 20 (21.74%) PostgreSQL
5 18 (19.57%) MongoDB
6 16 (17.39%) MySQL
7 12 (13.04%) RDBMS
7 12 (13.04%) SQL Server 2014
8 10 (10.87%) Big Data
9 9 (9.78%) BigTable
10 6 (6.52%) Hadoop
11 3 (3.26%) MarkLogic
12 2 (2.17%) Amazon Redshift
12 2 (2.17%) Apache Hive
12 2 (2.17%) Azure SQL Database
12 2 (2.17%) Data Mining
12 2 (2.17%) Data Warehouse
13 1 (1.09%) OLAP
13 1 (1.09%) OLTP
13 1 (1.09%) SQL Server Integration Services
Development Applications
1 28 (30.43%) Git (software)
2 13 (14.13%) Maven
3 9 (9.78%) TeamCity
4 8 (8.70%) IntelliJ
4 8 (8.70%) Jenkins
5 7 (7.61%) Atlassian Bamboo
6 6 (6.52%) Subversion
7 4 (4.35%) Gradle
7 4 (4.35%) JUnit
8 1 (1.09%) Ant
8 1 (1.09%) Cucumber
8 1 (1.09%) FitNesse
8 1 (1.09%) JIRA
8 1 (1.09%) Talend Open Studio
General
1 41 (44.57%) Finance
2 19 (20.65%) Banking
3 9 (9.78%) Back Office
4 8 (8.70%) Investment Banking
5 7 (7.61%) Billing
6 6 (6.52%) Games
7 5 (5.43%) Telecoms
8 4 (4.35%) Retail
9 2 (2.17%) Marketing
10 1 (1.09%) Aerospace
10 1 (1.09%) Electronics
10 1 (1.09%) Front Office
10 1 (1.09%) Manufacturing
Job Titles
1 65 (70.65%) Developer
2 19 (20.65%) Cloud Developer
3 15 (16.30%) .NET Developer
4 14 (15.22%) Architect
4 14 (15.22%) C# Developer
5 13 (14.13%) C# .NET Developer
6 12 (13.04%) ASP.NET Developer
6 12 (13.04%) ASP.NET MVC Developer
6 12 (13.04%) C# ASP.NET Developer
7 10 (10.87%) Full Stack Developer
7 10 (10.87%) Java Developer
8 9 (9.78%) Software Engineer
9 8 (8.70%) UI Developer
10 7 (7.61%) Cloud Architect
10 7 (7.61%) Senior Software Engineer
10 7 (7.61%) Service Architect
11 6 (6.52%) Java Engineer
11 6 (6.52%) Java Software Engineer
11 6 (6.52%) Software Developer
11 6 (6.52%) Solutions Architect
Libraries, Frameworks & Software Standards
1 30 (32.61%) REST
2 27 (29.35%) .NET
3 25 (27.17%) HTML
4 23 (25.00%) CSS
5 22 (23.91%) HTML5
6 21 (22.83%) Web Services
7 20 (21.74%) CSS3
7 20 (21.74%) jQuery
8 18 (19.57%) Spring
8 18 (19.57%) XML
9 15 (16.30%) RESTful
10 14 (15.22%) .NET Framework
10 14 (15.22%) ASP.NET
10 14 (15.22%) ASP.NET MVC
10 14 (15.22%) Entity Framework
10 14 (15.22%) WCF
11 13 (14.13%) ASP.NET Web API
11 13 (14.13%) Node.js
12 12 (13.04%) ASP.NET MVC 5
12 12 (13.04%) Code First Entity Framework
Miscellaneous
1 28 (30.43%) Virtual Team
2 19 (20.65%) Hybrid Cloud
2 19 (20.65%) Visualisation
3 17 (18.48%) Enterprise Software
3 17 (18.48%) Fixed Income
4 11 (11.96%) Analytical Skills
5 9 (9.78%) Derivative
5 9 (9.78%) Foreign Exchange (FX)
5 9 (9.78%) Market Risk
6 7 (7.61%) Blog
6 7 (7.61%) Computer Science
6 7 (7.61%) Data Centre
7 5 (5.43%) Interest Rate Derivative
7 5 (5.43%) Management Information System
8 2 (2.17%) Mobile App
9 1 (1.09%) Algorithms
9 1 (1.09%) Data Integration
9 1 (1.09%) Equities
9 1 (1.09%) Internet of Things
9 1 (1.09%) User Experience
Operating Systems
1 23 (25.00%) Linux
2 22 (23.91%) Unix
3 21 (22.83%) Windows
4 1 (1.09%) Android
4 1 (1.09%) Apple iOS
Processes & Methodologies
1 63 (68.48%) Agile Software Development
2 52 (56.52%) TDD
3 43 (46.74%) BDD
4 37 (40.22%) Software Engineering
5 32 (34.78%) SDLC
6 29 (31.52%) Analytics
7 26 (28.26%) Continuous Integration
8 21 (22.83%) Microservices
9 20 (21.74%) DevOps
9 20 (21.74%) Machine Learning
10 19 (20.65%) Configuration Management
10 19 (20.65%) Performance Monitoring
10 19 (20.65%) Service Delivery
10 19 (20.65%) SOA
10 19 (20.65%) Software Distribution
11 16 (17.39%) MVC
12 14 (15.22%) Mentoring
13 13 (14.13%) Web Application Development
14 12 (13.04%) OO
14 12 (13.04%) Unit Testing
Programming Languages
1 71 (77.17%) Java
2 33 (35.87%) C#
3 25 (27.17%) SQL
4 22 (23.91%) Ruby
5 18 (19.57%) Python
6 16 (17.39%) C++
7 10 (10.87%) Scala
8 9 (9.78%) JavaScript
8 9 (9.78%) XPath
9 8 (8.70%) Groovy
10 7 (7.61%) Perl
11 4 (4.35%) Smalltalk
12 3 (3.26%) PHP
13 2 (2.17%) Shell Script
13 2 (2.17%) T-SQL
13 2 (2.17%) XQuery
14 1 (1.09%) Bash Shell
14 1 (1.09%) PL/SQL
Qualifications
1 34 (36.96%) Degree
2 2 (2.17%) Microsoft Certification
System Software
1 26 (28.26%) Docker
Systems Management
1 19 (20.65%) Kubernetes
1 19 (20.65%) Mesos
2 8 (8.70%) Rundeck
3 7 (7.61%) CFEngine
3 7 (7.61%) Opscode Chef
3 7 (7.61%) Puppet
Vendors
1 23 (25.00%) Oracle
2 14 (15.22%) Microsoft
3 8 (8.70%) TIBCO
4 7 (7.61%) Google
4 7 (7.61%) Sybase
5 2 (2.17%) Vertica
6 1 (1.09%) Ab Initio
6 1 (1.09%) Bloomberg
6 1 (1.09%) IBM
6 1 (1.09%) Informatica
6 1 (1.09%) Red Hat
6 1 (1.09%) SAP
6 1 (1.09%) Talend
6 1 (1.09%) Twitter
Glasgow, Lanarkshire
Search Consultancy
Salary: £45000 - £60000 per annum + Bonus, Pension, healthcare
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 2 days ago
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 13 days ago