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 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
NoSQL
UK / Scotland
Rank 73 113 121
Rank change year-on-year
+40 +8
Permanent jobs citing NoSQL 68 46 41
As % of all permanent IT jobs located in Scotland 3.00% 1.58% 1.33%
As % of the Database & Business Intelligence category 8.19% 5.02% 4.35%
Number of salaries quoted 51 17 24
Median salary £47,500 £50,000 £40,000
Median salary % change year-on-year
-5.00% +25.00%
90% offered a salary of more than £45,000 £37,000 £35,000
10% offered a salary of more than £71,500 £56,500 £52,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
830 916 942
As % of all permanent IT jobs located in Scotland 36.60% 31.48% 30.56%
Number of salaries quoted 531 579 633
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £31,000 £32,500 £32,500
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 28 February 2017.

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 28 February 2017. 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 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
Edinburgh +42 44 £47,500 +11.76% 3
Glasgow +9 17 £60,000 +29.72% 4
Renfrewshire - 4 £45,000 -
Dundee - 2 - -
Aberdeen +3 1 £45,000 -14.28%
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 28 February 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 Scotland region with a requirement for NoSQL.

1 54 (47.79%) C#
1 54 (47.79%) Agile Software Development
2 51 (45.13%) .NET
3 43 (38.05%) MVC
4 42 (37.17%) Ruby
5 39 (34.51%) ASP.NET
6 38 (33.63%) ASP.NET MVC
7 35 (30.97%) Git (software)
7 35 (30.97%) Java
8 32 (28.32%) RESTful
9 31 (27.43%) WCF
9 31 (27.43%) Web Application Development
10 29 (25.66%) Relational Database
10 29 (25.66%) SQL
10 29 (25.66%) SQL Server
11 27 (23.89%) ASP.NET MVC 5
12 26 (23.01%) JavaScript
12 26 (23.01%) TDD
13 25 (22.12%) BDD
14 23 (20.35%) Node.js
14 23 (20.35%) ASP.NET Web API
15 22 (19.47%) Python
16 21 (18.58%) MySQL
16 21 (18.58%) Entity Framework
16 21 (18.58%) .NET Framework
16 21 (18.58%) Code First Entity Framework
17 20 (17.70%) Games
18 19 (16.81%) MongoDB
19 18 (15.93%) Analytics
19 18 (15.93%) Subversion

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 17 (15.04%) Apache
2 16 (14.16%) Tomcat
3 12 (10.62%) CMS
4 7 (6.19%) IIS
5 6 (5.31%) Confluence
6 4 (3.54%) GemFire
7 3 (2.65%) Umbraco
8 1 (0.88%) Apache Pig
8 1 (0.88%) Elasticsearch
8 1 (0.88%) Mule
8 1 (0.88%) Mule ESB
8 1 (0.88%) WebSphere
Applications
1 1 (0.88%) MS Excel
1 1 (0.88%) Weka
Cloud Services
1 17 (15.04%) Microsoft Azure
2 5 (4.42%) SaaS
3 3 (2.65%) Amazon AWS
3 3 (2.65%) Cloud Computing
4 2 (1.77%) Google Cloud Platform
5 1 (0.88%) Amazon EMR
5 1 (0.88%) Heroku
5 1 (0.88%) IaaS
5 1 (0.88%) PaaS
Communications & Networking
1 7 (6.19%) iSCSI
1 7 (6.19%) NAS
1 7 (6.19%) SAN
1 7 (6.19%) WAN
2 5 (4.42%) Firewall
3 3 (2.65%) DHCP
3 3 (2.65%) DNS
4 1 (0.88%) Bluetooth
4 1 (0.88%) Internet
4 1 (0.88%) MQTT
Database & Business Intelligence
1 29 (25.66%) Relational Database
1 29 (25.66%) SQL Server
2 21 (18.58%) MySQL
3 19 (16.81%) MongoDB
4 17 (15.04%) RDBMS
5 16 (14.16%) Apache Cassandra
6 13 (11.50%) Big Data
6 13 (11.50%) Hadoop
6 13 (11.50%) SQL Server 2014
7 12 (10.62%) PostgreSQL
8 10 (8.85%) Data Warehouse
9 9 (7.96%) Azure SQL Database
9 9 (7.96%) SQL Server 2016
10 8 (7.08%) Amazon Redshift
11 3 (2.65%) Data Mining
12 2 (1.77%) OLTP
13 1 (0.88%) Apache Hive
13 1 (0.88%) GIS
13 1 (0.88%) OrientDB
13 1 (0.88%) Redis
Development Applications
1 35 (30.97%) Git (software)
2 18 (15.93%) Subversion
3 14 (12.39%) Maven
4 12 (10.62%) Jenkins
5 7 (6.19%) JIRA
6 5 (4.42%) Karma Test Runner
6 5 (4.42%) Mocha
7 3 (2.65%) Cucumber
7 3 (2.65%) FitNesse
7 3 (2.65%) Grunt
7 3 (2.65%) TeamCity
8 2 (1.77%) Ant
9 1 (0.88%) FishEye
9 1 (0.88%) Gradle
9 1 (0.88%) JUnit
9 1 (0.88%) Sonatype Nexus
9 1 (0.88%) Visual Studio
General
1 20 (17.70%) Games
2 14 (12.39%) Finance
3 12 (10.62%) Marketing
4 10 (8.85%) Banking
5 9 (7.96%) Investment Banking
6 4 (3.54%) Advertising
7 2 (1.77%) Law
7 2 (1.77%) Legal
Job Titles
1 79 (69.91%) Developer
2 33 (29.20%) .NET Developer
3 20 (17.70%) Senior Developer
4 14 (12.39%) Architect
4 14 (12.39%) Java Developer
4 14 (12.39%) Software Developer
5 13 (11.50%) .NET Software Developer
6 12 (10.62%) Applications Developer
7 11 (9.73%) C# Developer
7 11 (9.73%) Data Architect
8 9 (7.96%) Python Developer
8 9 (7.96%) Senior Python Developer
8 9 (7.96%) Web Developer
9 7 (6.19%) Systems Engineer
9 7 (6.19%) Web Applications Developer
10 6 (5.31%) Senior Architect
10 6 (5.31%) Senior Data Architect
10 6 (5.31%) Senior Java Developer
10 6 (5.31%) Senior Software Developer
11 5 (4.42%) C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 51 (45.13%) .NET
2 39 (34.51%) ASP.NET
3 38 (33.63%) ASP.NET MVC
4 32 (28.32%) RESTful
5 31 (27.43%) WCF
6 27 (23.89%) ASP.NET MVC 5
7 23 (20.35%) ASP.NET Web API
7 23 (20.35%) Node.js
8 21 (18.58%) .NET Framework
8 21 (18.58%) Code First Entity Framework
8 21 (18.58%) Entity Framework
9 17 (15.04%) Web Services
10 15 (13.27%) AngularJS
10 15 (13.27%) Spring
11 12 (10.62%) KnockoutJS
11 12 (10.62%) Twitter Bootstrap
12 11 (9.73%) Hibernate
13 10 (8.85%) J2EE
13 10 (8.85%) JSP
13 10 (8.85%) Servlets
Miscellaneous
1 9 (7.96%) Mobile App
2 8 (7.08%) Enterprise Software
3 7 (6.19%) Computer Science
4 4 (3.54%) N-Tier
4 4 (3.54%) Taxonomies
5 3 (2.65%) Data Structures
5 3 (2.65%) Management Information System
6 2 (1.77%) Analytical Skills
7 1 (0.88%) Arduino
7 1 (0.88%) Internet of Things
7 1 (0.88%) Raspberry Pi
7 1 (0.88%) Social Media
7 1 (0.88%) Virtual Team
Operating Systems
1 14 (12.39%) Windows
2 11 (9.73%) Linux
3 10 (8.85%) Android
3 10 (8.85%) Apple iOS
4 8 (7.08%) Red Hat Enterprise Linux
5 7 (6.19%) Ubuntu
5 7 (6.19%) Windows Server
6 6 (5.31%) Unix
Processes & Methodologies
1 54 (47.79%) Agile Software Development
2 43 (38.05%) MVC
3 31 (27.43%) Web Application Development
4 26 (23.01%) TDD
5 25 (22.12%) BDD
6 18 (15.93%) Analytics
7 14 (12.39%) Open Source
8 13 (11.50%) Data Modelling
9 10 (8.85%) Continuous Integration
10 9 (7.96%) Android Development
10 9 (7.96%) Data Architecture
10 9 (7.96%) Data Integration
10 9 (7.96%) Data Management
10 9 (7.96%) iOS Development
10 9 (7.96%) OO
10 9 (7.96%) Unit Testing
11 8 (7.08%) Business Intelligence
12 7 (6.19%) Configuration Management
12 7 (6.19%) UML
13 6 (5.31%) Software Engineering
Programming Languages
1 54 (47.79%) C#
2 42 (37.17%) Ruby
3 35 (30.97%) Java
4 29 (25.66%) SQL
5 26 (23.01%) JavaScript
6 22 (19.47%) Python
7 17 (15.04%) Bash Shell
8 15 (13.27%) PHP
9 13 (11.50%) C++
10 10 (8.85%) Perl
11 7 (6.19%) PowerShell
12 5 (4.42%) VB
13 3 (2.65%) Go
13 3 (2.65%) Scala
14 2 (1.77%) C
15 1 (0.88%) R
15 1 (0.88%) Smalltalk
15 1 (0.88%) T-SQL
Qualifications
1 13 (11.50%) Degree
Quality Assurance & Compliance
1 1 (0.88%) QA
System Software
1 3 (2.65%) Active Directory
2 2 (1.77%) Docker
Systems Management
1 7 (6.19%) Opscode Chef
1 7 (6.19%) Puppet
2 5 (4.42%) Check_MK
2 5 (4.42%) Nagios
3 1 (0.88%) MOM
Vendors
1 12 (10.62%) Microsoft
2 9 (7.96%) Alterian
3 8 (7.08%) Vertica
4 7 (6.19%) Brocade
4 7 (6.19%) Cisco
4 7 (6.19%) Citrix
4 7 (6.19%) Percona
4 7 (6.19%) Riverbed
4 7 (6.19%) VMware
5 6 (5.31%) Perforce
6 5 (4.42%) Oracle
6 5 (4.42%) Palo Alto
7 4 (3.54%) Sybase
7 4 (3.54%) Terracotta
8 3 (2.65%) Atlassian
8 3 (2.65%) Facebook
8 3 (2.65%) Google
8 3 (2.65%) IBM
9 1 (0.88%) Progress
9 1 (0.88%) RapidMiner
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Glasgow, Lanarkshire
Dawson & Walsh
Salary: £30000 - £60000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Edinburgh, Midlothian
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Glasgow, Lanarkshire
McGregor Boyall
Posted: 4 days ago
Glasgow, Lanarkshire
Evolution Recruitment Solutions
Salary: to 45,000 + benefits
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago