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

3 months to
30 May 2016
Same period 2015 Same period 2014
NoSQL
Rank 103 87 134
Rank change year-on-year
-16 +47
Permanent jobs citing NoSQL 51 70 43
As % of all permanent IT jobs located in Scotland 1.79% 2.30% 1.10%
As % of the Database & Business Intelligence category 5.59% 7.11% 3.42%
Number of salaries quoted 24 41 20
Median salary £46,500 £42,500 £40,750
Median salary % change year-on-year
+9.41% +4.29%
90% offered a salary of more than £35,000 £32,500 £22,950
10% offered a salary of more than £50,000 £77,500 £55,000
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
912 984 1259
As % of all permanent IT jobs located in Scotland 32.08% 32.40% 32.09%
Number of salaries quoted 462 623 871
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 £32,500 £30,000
10% offered a salary of more than £60,000 £56,050 £57,500
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 May 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 May 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 -8 42 £47,500 +11.76% 3
Edinburgh -22 7 £46,250 +15.62% 7
Fife - 2 £35,000 -
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 30 May 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 76 (80.85%) Java
2 61 (64.89%) Agile Software Development
3 48 (51.06%) TDD
4 39 (41.49%) BDD
5 38 (40.43%) SQL
6 37 (39.36%) C#
7 34 (36.17%) Finance
8 32 (34.04%) Analytics
9 30 (31.91%) Degree
10 29 (30.85%) Software Engineering
11 28 (29.79%) REST
11 28 (29.79%) SDLC
12 27 (28.72%) Ruby
12 27 (28.72%) SQL Server
12 27 (28.72%) XML
13 26 (27.66%) OO
13 26 (27.66%) Fixed Income
14 25 (26.60%) Linux
14 25 (26.60%) Python
14 25 (26.60%) .NET
14 25 (26.60%) Apache Cassandra
15 24 (25.53%) Continuous Integration
15 24 (25.53%) HTML
15 24 (25.53%) Oracle
16 23 (24.47%) Amazon AWS
16 23 (24.47%) Relational Database
17 22 (23.40%) HTML5
17 22 (23.40%) C++
18 21 (22.34%) Unix
18 21 (22.34%) Banking

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 13 (13.83%) Tomcat
2 12 (12.77%) MQSeries
3 10 (10.64%) Node.js
4 6 (6.38%) JBoss
5 4 (4.26%) WebSphere
6 2 (2.13%) Alfresco
6 2 (2.13%) Apache Qpid
6 2 (2.13%) Apache Spark
6 2 (2.13%) Cloud Foundry
6 2 (2.13%) Mule
6 2 (2.13%) SugarCRM
7 1 (1.06%) Apache
7 1 (1.06%) Apache Solr
7 1 (1.06%) CMS
7 1 (1.06%) Confluence
7 1 (1.06%) Elasticsearch
Applications
1 9 (9.57%) MS Excel
Cloud Services
1 23 (24.47%) Amazon AWS
2 18 (19.15%) Microsoft Azure
3 16 (17.02%) PaaS
4 14 (14.89%) Amazon CloudWatch
4 14 (14.89%) Amazon EC2
4 14 (14.89%) Amazon S3
4 14 (14.89%) IaaS
5 4 (4.26%) SaaS
6 2 (2.13%) GitHub
6 2 (2.13%) Google App Engine
6 2 (2.13%) Google Cloud Platform
6 2 (2.13%) Google Compute Engine
6 2 (2.13%) Heroku
Communications & Networking
1 3 (3.19%) HTTP
1 3 (3.19%) Internet
2 2 (2.13%) AMQP
2 2 (2.13%) Firewall
2 2 (2.13%) Software-Defined Networking
3 1 (1.06%) TCP/IP
Database & Business Intelligence
1 27 (28.72%) SQL Server
2 25 (26.60%) Apache Cassandra
3 23 (24.47%) Relational Database
4 20 (21.28%) MongoDB
4 20 (21.28%) PostgreSQL
5 15 (15.96%) Big Data
6 12 (12.77%) BigTable
7 10 (10.64%) MySQL
7 10 (10.64%) SQL Server 2014
8 9 (9.57%) RDBMS
9 7 (7.45%) Hadoop
9 7 (7.45%) MarkLogic
10 6 (6.38%) Data Warehouse
11 4 (4.26%) Amazon Redshift
11 4 (4.26%) NewSQL
11 4 (4.26%) OLAP
11 4 (4.26%) OLTP
11 4 (4.26%) Oracle OLAP
11 4 (4.26%) VoltDB
12 3 (3.19%) Apache Hive
Development Applications
1 20 (21.28%) Git (software)
2 9 (9.57%) TeamCity
3 8 (8.51%) IntelliJ
3 8 (8.51%) Maven
4 4 (4.26%) Gradle
4 4 (4.26%) JUnit
5 3 (3.19%) Jenkins
6 2 (2.13%) Atlassian Bamboo
6 2 (2.13%) Talend Open Studio
7 1 (1.06%) Ant
7 1 (1.06%) Cucumber
7 1 (1.06%) FitNesse
7 1 (1.06%) JIRA
7 1 (1.06%) Subversion
General
1 34 (36.17%) Finance
2 21 (22.34%) Banking
3 12 (12.77%) Back Office
3 12 (12.77%) Investment Banking
4 7 (7.45%) Games
5 2 (2.13%) Aerospace
5 2 (2.13%) Billing
6 1 (1.06%) Retail
6 1 (1.06%) Telecoms
Job Titles
1 69 (73.40%) Developer
2 14 (14.89%) Cloud Developer
3 13 (13.83%) .NET Developer
4 12 (12.77%) C# Developer
4 12 (12.77%) Java Developer
5 11 (11.70%) Senior Developer
6 10 (10.64%) Python Developer
6 10 (10.64%) Software Engineer
7 9 (9.57%) C# .NET Developer
7 9 (9.57%) Full Stack Developer
7 9 (9.57%) Senior Software Engineer
8 8 (8.51%) Architect
8 8 (8.51%) ASP.NET Developer
8 8 (8.51%) ASP.NET MVC Developer
8 8 (8.51%) C# ASP.NET Developer
8 8 (8.51%) UI Developer
9 6 (6.38%) C++ Developer
9 6 (6.38%) Java Engineer
9 6 (6.38%) Java Software Engineer
10 5 (5.32%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 28 (29.79%) REST
2 27 (28.72%) XML
3 25 (26.60%) .NET
4 24 (25.53%) HTML
5 22 (23.40%) HTML5
6 20 (21.28%) Web Services
7 18 (19.15%) Spring
8 17 (18.09%) CSS
8 17 (18.09%) RESTful
9 15 (15.96%) CSS3
10 14 (14.89%) FIX Protocol
10 14 (14.89%) jQuery
10 14 (14.89%) Middleware
11 13 (13.83%) JSON
12 12 (12.77%) ASP.NET
12 12 (12.77%) ASP.NET MVC
12 12 (12.77%) WCF
12 12 (12.77%) XML Schema
13 11 (11.70%) ASP.NET Web API
14 10 (10.64%) Entity Framework
Miscellaneous
1 26 (27.66%) Fixed Income
2 16 (17.02%) Foreign Exchange (FX)
2 16 (17.02%) Market Risk
3 14 (14.89%) Derivative
3 14 (14.89%) Enterprise Software
3 14 (14.89%) Hybrid Cloud
3 14 (14.89%) Visualisation
4 11 (11.70%) Analytical Skills
5 8 (8.51%) Interest Rate Derivative
5 8 (8.51%) Management Information System
6 7 (7.45%) Computer Science
7 6 (6.38%) Data Integration
8 4 (4.26%) Data Structures
9 2 (2.13%) Algorithms
9 2 (2.13%) BBC
9 2 (2.13%) Blog
9 2 (2.13%) Data Centre
9 2 (2.13%) Social Media
10 1 (1.06%) Internet of Things
10 1 (1.06%) Mobile App
Operating Systems
1 25 (26.60%) Linux
2 21 (22.34%) Unix
3 16 (17.02%) Windows
4 1 (1.06%) Android
4 1 (1.06%) Apple iOS
Processes & Methodologies
1 61 (64.89%) Agile Software Development
2 48 (51.06%) TDD
3 39 (41.49%) BDD
4 32 (34.04%) Analytics
5 29 (30.85%) Software Engineering
6 28 (29.79%) SDLC
7 26 (27.66%) OO
8 24 (25.53%) Continuous Integration
9 19 (20.21%) Microservices
10 18 (19.15%) Unit Testing
11 17 (18.09%) Multithreading
11 17 (18.09%) Risk Management
12 16 (17.02%) Machine Learning
13 15 (15.96%) DevOps
14 14 (14.89%) Electronic Trading
14 14 (14.89%) Performance Monitoring
14 14 (14.89%) Refactoring
14 14 (14.89%) Risk Analytics
14 14 (14.89%) Software Distribution
14 14 (14.89%) System Testing
Programming Languages
1 76 (80.85%) Java
2 38 (40.43%) SQL
3 37 (39.36%) C#
4 27 (28.72%) Ruby
5 25 (26.60%) Python
6 22 (23.40%) C++
7 15 (15.96%) Perl
8 12 (12.77%) XPath
9 10 (10.64%) Scala
10 8 (8.51%) Groovy
10 8 (8.51%) Smalltalk
11 7 (7.45%) JavaScript
12 3 (3.19%) PHP
13 2 (2.13%) Clojure
13 2 (2.13%) Shell Script
13 2 (2.13%) T-SQL
13 2 (2.13%) XQuery
14 1 (1.06%) Bash Shell
14 1 (1.06%) PL/SQL
Qualifications
1 30 (31.91%) Degree
2 2 (2.13%) Microsoft Certification
3 1 (1.06%) PhD
System Software
1 18 (19.15%) Docker
Systems Management
1 14 (14.89%) Kubernetes
1 14 (14.89%) Mesos
2 8 (8.51%) Rundeck
3 4 (4.26%) Opscode Chef
3 4 (4.26%) Puppet
4 2 (2.13%) Ansible
4 2 (2.13%) CFEngine
Vendors
1 24 (25.53%) Oracle
2 14 (14.89%) Microsoft
3 8 (8.51%) TIBCO
4 4 (4.26%) Google
4 4 (4.26%) Vertica
5 2 (2.13%) Apple
5 2 (2.13%) Facebook
5 2 (2.13%) Sony
5 2 (2.13%) Sybase
5 2 (2.13%) Talend
5 2 (2.13%) Yahoo!
6 1 (1.06%) Ab Initio
6 1 (1.06%) Bloomberg
6 1 (1.06%) IBM
6 1 (1.06%) Informatica
6 1 (1.06%) Red Hat
6 1 (1.06%) Twitter
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