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 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 91 111 123
Rank change year-on-year
+20 +12
Permanent jobs citing NoSQL 47 55 41
As % of all permanent IT jobs located in Scotland 1.94% 1.79% 1.28%
As % of the Database & Business Intelligence category 6.22% 5.80% 3.80%
Number of salaries quoted 38 34 26
Median salary £45,000 £40,750 £37,500
Median salary % change year-on-year
+10.42% +8.66%
90% offered a salary of more than £35,000 £38,250 £35,000
10% offered a salary of more than £70,000 £54,250 £56,250
UK excluding London median salary £50,000 £47,500 £42,500
% change year-on-year
+5.26% +11.76%
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
756 949 1080
As % of all permanent IT jobs located in Scotland 31.18% 30.95% 33.85%
Number of salaries quoted 487 624 735
Median salary £42,500 £43,000 £40,000
Median salary % change year-on-year
-1.16% +7.50%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £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 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 6 December 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 6 December 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 +7 27 £45,000 +12.50% 1
Edinburgh +16 15 £45,000 - 4
Aberdeen - 1 £35,000 -
Renfrewshire - 1 £45,000 - 1
West Lothian - 1 £40,000 -
South Lanarkshire - 1 £32,500 -
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

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 Scotland region with a requirement for NoSQL.

1 59 (57.84%) Java
2 57 (55.88%) Agile Software Development
3 39 (38.24%) C#
4 36 (35.29%) Finance
5 32 (31.37%) MongoDB
6 30 (29.41%) Git (software)
7 28 (27.45%) Software Engineering
7 28 (27.45%) SQL
7 28 (27.45%) Relational Database
8 27 (26.47%) Apache Cassandra
9 26 (25.49%) Python
10 25 (24.51%) MySQL
10 25 (24.51%) Spring
10 25 (24.51%) Microsoft Azure
11 24 (23.53%) .NET
12 23 (22.55%) Banking
12 23 (22.55%) MVC
13 22 (21.57%) TDD
14 21 (20.59%) Amazon AWS
15 20 (19.61%) Maven
15 20 (19.61%) Web Services
16 19 (18.63%) Windows
16 19 (18.63%) RDBMS
16 19 (18.63%) PostgreSQL
16 19 (18.63%) Hibernate
16 19 (18.63%) Docker
17 18 (17.65%) ASP.NET
17 18 (17.65%) C++
17 18 (17.65%) JavaScript
17 18 (17.65%) ASP.NET MVC

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 9 (8.82%) Apache Qpid
1 9 (8.82%) Cloud Foundry
2 5 (4.90%) Confluence
2 5 (4.90%) GemFire
2 5 (4.90%) JBoss
2 5 (4.90%) Tomcat
3 3 (2.94%) Alfresco
3 3 (2.94%) Apache
3 3 (2.94%) CMS
3 3 (2.94%) Mule
3 3 (2.94%) SugarCRM
3 3 (2.94%) Umbraco
4 2 (1.96%) Elasticsearch
4 2 (1.96%) IIS
4 2 (1.96%) WebSphere
5 1 (0.98%) Apache Pig
5 1 (0.98%) Apache Solr
Applications
1 1 (0.98%) Weka
Business Applications
1 1 (0.98%) SAP Oil and Gas
Cloud Services
1 25 (24.51%) Microsoft Azure
2 21 (20.59%) Amazon AWS
3 16 (15.69%) PaaS
4 13 (12.75%) SaaS
5 10 (9.80%) Google Cloud Platform
5 10 (9.80%) Heroku
6 9 (8.82%) GitHub
6 9 (8.82%) Google App Engine
6 9 (8.82%) Google Compute Engine
7 7 (6.86%) Amazon CloudWatch
7 7 (6.86%) Amazon EC2
7 7 (6.86%) Amazon S3
7 7 (6.86%) IaaS
8 1 (0.98%) Amazon EMR
8 1 (0.98%) Cloud Computing
Communications & Networking
1 11 (10.78%) Firewall
2 10 (9.80%) HTTP
2 10 (9.80%) Internet
3 9 (8.82%) AMQP
3 9 (8.82%) Software-Defined Networking
4 2 (1.96%) iSCSI
4 2 (1.96%) NAS
4 2 (1.96%) SAN
4 2 (1.96%) WAN
5 1 (0.98%) Bluetooth
5 1 (0.98%) Broadband
5 1 (0.98%) DHCP
5 1 (0.98%) DNS
5 1 (0.98%) DVB
5 1 (0.98%) MQTT
Database & Business Intelligence
1 32 (31.37%) MongoDB
2 28 (27.45%) Relational Database
3 27 (26.47%) Apache Cassandra
4 25 (24.51%) MySQL
5 19 (18.63%) PostgreSQL
5 19 (18.63%) RDBMS
6 14 (13.73%) Hadoop
7 13 (12.75%) Big Data
7 13 (12.75%) SQL Server
8 8 (7.84%) SQL Server 2014
9 6 (5.88%) Amazon Redshift
9 6 (5.88%) Data Warehouse
10 4 (3.92%) Apache Hive
10 4 (3.92%) Azure SQL Database
11 3 (2.94%) MarkLogic
11 3 (2.94%) Pentaho
12 2 (1.96%) GIS
12 2 (1.96%) OrientDB
13 1 (0.98%) Data Mining
13 1 (0.98%) Redis
Development Applications
1 30 (29.41%) Git (software)
2 20 (19.61%) Maven
3 16 (15.69%) Subversion
4 12 (11.76%) Jenkins
5 9 (8.82%) Atlassian Bamboo
6 5 (4.90%) Ant
6 5 (4.90%) JIRA
7 4 (3.92%) Cucumber
8 3 (2.94%) FitNesse
8 3 (2.94%) Grunt
8 3 (2.94%) JUnit
8 3 (2.94%) Karma Test Runner
8 3 (2.94%) Mocha
8 3 (2.94%) Talend Open Studio
8 3 (2.94%) TeamCity
9 1 (0.98%) Bugzilla
9 1 (0.98%) Gradle
General
1 36 (35.29%) Finance
2 23 (22.55%) Banking
3 10 (9.80%) Marketing
4 9 (8.82%) Billing
4 9 (8.82%) Games
5 7 (6.86%) Investment Banking
6 5 (4.90%) Telecoms
7 4 (3.92%) Retail
8 3 (2.94%) Aerospace
9 1 (0.98%) Advertising
9 1 (0.98%) Electronics
9 1 (0.98%) Front Office
9 1 (0.98%) Legal
9 1 (0.98%) Manufacturing
Job Titles
1 60 (58.82%) Developer
2 31 (30.39%) Architect
3 15 (14.71%) Senior Developer
4 14 (13.73%) .NET Developer
4 14 (13.73%) Solutions Architect
5 12 (11.76%) Applications Developer
5 12 (11.76%) Java Developer
6 10 (9.80%) Cloud Architect
6 10 (9.80%) Software Developer
7 9 (8.82%) C# Developer
7 9 (8.82%) Service Architect
8 8 (7.84%) Data Architect
8 8 (7.84%) Java Architect
8 8 (7.84%) Java Solutions Architect
8 8 (7.84%) Web Developer
9 7 (6.86%) Python Developer
9 7 (6.86%) Senior Python Developer
10 6 (5.88%) Web Applications Developer
11 5 (4.90%) ASP.NET Developer
11 5 (4.90%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 25 (24.51%) Spring
2 24 (23.53%) .NET
3 20 (19.61%) Web Services
4 19 (18.63%) Hibernate
5 18 (17.65%) ASP.NET
5 18 (17.65%) ASP.NET MVC
6 15 (14.71%) REST
7 14 (13.73%) HTML
7 14 (13.73%) RESTful
8 12 (11.76%) WCF
9 11 (10.78%) ASP.NET MVC 5
9 11 (10.78%) Node.js
10 10 (9.80%) AngularJS
10 10 (9.80%) CSS
10 10 (9.80%) HTML5
11 9 (8.82%) ASP.NET Web API
11 9 (8.82%) Java EE
11 9 (8.82%) RabbitMQ
12 7 (6.86%) CSS3
12 7 (6.86%) Entity Framework
Miscellaneous
1 9 (8.82%) Blog
1 9 (8.82%) Data Centre
2 8 (7.84%) Data Integration
2 8 (7.84%) Enterprise Software
2 8 (7.84%) Virtual Team
3 7 (6.86%) Hybrid Cloud
3 7 (6.86%) Visualisation
4 4 (3.92%) Mathematics
4 4 (3.92%) N-Tier
4 4 (3.92%) Taxonomies
5 3 (2.94%) Computer Science
6 2 (1.96%) Analytical Skills
6 2 (1.96%) Chemistry
6 2 (1.96%) Data Structures
6 2 (1.96%) Management Information System
6 2 (1.96%) Ontologies
7 1 (0.98%) Equities
7 1 (0.98%) Internet of Things
7 1 (0.98%) Raspberry Pi
7 1 (0.98%) Reference Data
Operating Systems
1 19 (18.63%) Windows
2 16 (15.69%) Linux
2 16 (15.69%) Unix
3 4 (3.92%) Red Hat Enterprise Linux
4 2 (1.96%) Ubuntu
4 2 (1.96%) Windows Server
Processes & Methodologies
1 57 (55.88%) Agile Software Development
2 28 (27.45%) Software Engineering
3 23 (22.55%) MVC
4 22 (21.57%) TDD
5 18 (17.65%) BDD
6 17 (16.67%) Analytics
7 14 (13.73%) Mentoring
7 14 (13.73%) Microservices
7 14 (13.73%) Scrum
8 13 (12.75%) Open Source
9 12 (11.76%) Continuous Integration
9 12 (11.76%) Product Management
9 12 (11.76%) SOA
10 11 (10.78%) DevOps
10 11 (10.78%) OO
10 11 (10.78%) SDLC
11 10 (9.80%) Machine Learning
11 10 (9.80%) Unit Testing
12 9 (8.82%) Capacity Management
12 9 (8.82%) Continuous Delivery
Programming Languages
1 59 (57.84%) Java
2 39 (38.24%) C#
3 28 (27.45%) SQL
4 26 (25.49%) Python
5 18 (17.65%) C++
5 18 (17.65%) JavaScript
5 18 (17.65%) Ruby
6 10 (9.80%) PHP
7 6 (5.88%) Perl
8 4 (3.92%) Bash Shell
9 3 (2.94%) Scala
10 2 (1.96%) PowerShell
11 1 (0.98%) C
11 1 (0.98%) Go
11 1 (0.98%) R
11 1 (0.98%) T-SQL
11 1 (0.98%) VB
11 1 (0.98%) XPath
11 1 (0.98%) XQuery
Qualifications
1 15 (14.71%) Degree
System Software
1 19 (18.63%) Docker
2 1 (0.98%) Active Directory
Systems Management
1 12 (11.76%) Puppet
2 11 (10.78%) Opscode Chef
3 9 (8.82%) CFEngine
4 7 (6.86%) Kubernetes
4 7 (6.86%) Mesos
5 2 (1.96%) Check_MK
5 2 (1.96%) Nagios
6 1 (0.98%) MOM
Vendors
1 15 (14.71%) Oracle
2 13 (12.75%) Sybase
3 10 (9.80%) Google
4 6 (5.88%) Microsoft
4 6 (5.88%) Vertica
5 4 (3.92%) Terracotta
6 3 (2.94%) IBM
6 3 (2.94%) Talend
7 2 (1.96%) Brocade
7 2 (1.96%) Cisco
7 2 (1.96%) Citrix
7 2 (1.96%) Palo Alto
7 2 (1.96%) Percona
7 2 (1.96%) Perforce
7 2 (1.96%) Riverbed
7 2 (1.96%) VMware
8 1 (0.98%) Atlassian
8 1 (0.98%) RapidMiner
8 1 (0.98%) Red Hat
8 1 (0.98%) 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
Glasgow, Lanarkshire
Evolution Recruitment Solutions
Salary: to 45,000 + benefits
Posted: 5 days ago
Edinburgh, Midlothian
Evolution Recruitment Solutions
Salary: 45,000
Posted: 5 days ago
Paisley, Renfrewshire
Evolution Recruitment Solutions
Salary: 45,000
Posted: 5 days ago