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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
NoSQL
Rank 91 128 117
Rank change year-on-year
+37 -11
Permanent jobs citing NoSQL 55 43 57
As % of all permanent IT jobs located in Scotland 2.21% 1.30% 1.58%
As % of the Database & Business Intelligence category 6.77% 4.17% 5.00%
Number of salaries quoted 30 30 35
Median salary £48,750 £57,500 £40,000
Median salary % change year-on-year
-15.21% +43.75%
90% offered a salary of more than £37,250 £40,000 £35,000
10% offered a salary of more than £57,850 £79,500 £63,500
UK excluding London median salary £47,500 £47,500 £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
812 1032 1139
As % of all permanent IT jobs located in Scotland 32.65% 31.13% 31.61%
Number of salaries quoted 504 671 734
Median salary £44,250 £44,000 £40,000
Median salary % change year-on-year
+0.56% +10.00%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £61,500 £55,000 £65,000
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 25 September 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 25 September 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 +32 38 £40,000 -33.33% 3
Edinburgh +8 14 £54,500 -16.15%
South Lanarkshire - 1 £32,500 - 1
NoSQL
UK

NoSQL
Top 30 Related IT Skills in Scotland

For the 6 months to 25 September 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 86 (73.50%) Java
2 74 (63.25%) Agile Software Development
3 61 (52.14%) Finance
4 49 (41.88%) TDD
5 45 (38.46%) Software Engineering
6 40 (34.19%) Git (software)
7 39 (33.33%) Amazon AWS
8 38 (32.48%) REST
9 37 (31.62%) BDD
10 36 (30.77%) Microsoft Azure
10 36 (30.77%) Docker
11 35 (29.91%) MongoDB
12 34 (29.06%) PaaS
12 34 (29.06%) C#
12 34 (29.06%) SDLC
13 33 (28.21%) Windows
13 33 (28.21%) Degree
14 32 (27.35%) Unix
15 31 (26.50%) Linux
15 31 (26.50%) HTML
16 30 (25.64%) Spring
17 29 (24.79%) Oracle
18 28 (23.93%) .NET
18 28 (23.93%) Banking
19 27 (23.08%) SQL
19 27 (23.08%) CSS
19 27 (23.08%) Microservices
20 26 (22.22%) DevOps
20 26 (22.22%) SQL Server
20 26 (22.22%) HTML5

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 (11.11%) Tomcat
2 12 (10.26%) Apache Qpid
2 12 (10.26%) Cloud Foundry
3 6 (5.13%) JBoss
4 5 (4.27%) GemFire
5 4 (3.42%) Confluence
6 3 (2.56%) Alfresco
6 3 (2.56%) CMS
6 3 (2.56%) Mule
6 3 (2.56%) SugarCRM
7 2 (1.71%) Apache
7 2 (1.71%) Elasticsearch
7 2 (1.71%) Umbraco
7 2 (1.71%) WebSphere
8 1 (0.85%) Apache Solr
Applications
1 8 (6.84%) MS Excel
Business Applications
1 2 (1.71%) SAP Oil and Gas
Cloud Services
1 39 (33.33%) Amazon AWS
2 36 (30.77%) Microsoft Azure
3 34 (29.06%) PaaS
4 22 (18.80%) Amazon CloudWatch
4 22 (18.80%) Amazon EC2
4 22 (18.80%) Amazon S3
4 22 (18.80%) IaaS
5 15 (12.82%) SaaS
6 13 (11.11%) Google Cloud Platform
6 13 (11.11%) Heroku
7 12 (10.26%) GitHub
7 12 (10.26%) Google App Engine
7 12 (10.26%) Google Compute Engine
Communications & Networking
1 13 (11.11%) HTTP
2 12 (10.26%) AMQP
2 12 (10.26%) Firewall
2 12 (10.26%) Internet
2 12 (10.26%) Software-Defined Networking
3 1 (0.85%) Broadband
3 1 (0.85%) DVB
Database & Business Intelligence
1 35 (29.91%) MongoDB
2 26 (22.22%) Apache Cassandra
2 26 (22.22%) SQL Server
3 24 (20.51%) MySQL
3 24 (20.51%) Relational Database
4 19 (16.24%) PostgreSQL
4 19 (16.24%) RDBMS
5 12 (10.26%) Hadoop
5 12 (10.26%) SQL Server 2014
6 10 (8.55%) Big Data
7 4 (3.42%) Amazon Redshift
7 4 (3.42%) Apache Hive
7 4 (3.42%) MarkLogic
8 3 (2.56%) Data Warehouse
8 3 (2.56%) OrientDB
8 3 (2.56%) Pentaho
9 1 (0.85%) Data Mining
9 1 (0.85%) GIS
9 1 (0.85%) Neo4j
9 1 (0.85%) SQL Server Reporting Services
Development Applications
1 40 (34.19%) Git (software)
2 23 (19.66%) Maven
3 15 (12.82%) Jenkins
3 15 (12.82%) Subversion
4 12 (10.26%) Atlassian Bamboo
5 11 (9.40%) TeamCity
6 8 (6.84%) IntelliJ
7 5 (4.27%) Ant
7 5 (4.27%) JUnit
8 4 (3.42%) Cucumber
8 4 (3.42%) JIRA
9 3 (2.56%) FitNesse
9 3 (2.56%) Gradle
9 3 (2.56%) Talend Open Studio
10 2 (1.71%) Grunt
11 1 (0.85%) Bugzilla
General
1 61 (52.14%) Finance
2 28 (23.93%) Banking
3 12 (10.26%) Billing
4 11 (9.40%) Investment Banking
5 9 (7.69%) Marketing
6 7 (5.98%) Telecoms
7 5 (4.27%) Games
7 5 (4.27%) Retail
8 3 (2.56%) Aerospace
9 2 (1.71%) Electronics
9 2 (1.71%) Manufacturing
10 1 (0.85%) Advertising
10 1 (0.85%) Front Office
10 1 (0.85%) Legal
Job Titles
1 74 (63.25%) Developer
2 32 (27.35%) Architect
3 20 (17.09%) Cloud Developer
4 17 (14.53%) Java Developer
5 14 (11.97%) .NET Developer
5 14 (11.97%) Solutions Architect
6 13 (11.11%) ASP.NET Developer
6 13 (11.11%) ASP.NET MVC Developer
6 13 (11.11%) C# .NET Developer
6 13 (11.11%) C# ASP.NET Developer
6 13 (11.11%) C# Developer
6 13 (11.11%) Cloud Architect
7 12 (10.26%) Senior Developer
7 12 (10.26%) Service Architect
8 10 (8.55%) Full Stack Developer
9 9 (7.69%) Java Architect
10 8 (6.84%) Java Solutions Architect
10 8 (6.84%) UI Developer
11 7 (5.98%) Applications Developer
12 6 (5.13%) Web Developer
Libraries, Frameworks & Software Standards
1 38 (32.48%) REST
2 31 (26.50%) HTML
3 30 (25.64%) Spring
4 28 (23.93%) .NET
5 27 (23.08%) CSS
6 26 (22.22%) HTML5
7 25 (21.37%) Web Services
8 23 (19.66%) CSS3
8 23 (19.66%) jQuery
9 21 (17.95%) Hibernate
10 14 (11.97%) ASP.NET
10 14 (11.97%) ASP.NET MVC
10 14 (11.97%) Node.js
11 13 (11.11%) ASP.NET Web API
11 13 (11.11%) RESTful
12 12 (10.26%) ASP.NET MVC 5
12 12 (10.26%) Code First Entity Framework
12 12 (10.26%) Entity Framework
12 12 (10.26%) RabbitMQ
12 12 (10.26%) WCF
Miscellaneous
1 23 (19.66%) Virtual Team
2 22 (18.80%) Hybrid Cloud
3 21 (17.95%) Visualisation
4 18 (15.38%) Enterprise Software
5 12 (10.26%) Blog
5 12 (10.26%) Data Centre
6 10 (8.55%) Analytical Skills
7 8 (6.84%) Fixed Income
8 6 (5.13%) Computer Science
9 4 (3.42%) Data Integration
9 4 (3.42%) Mathematics
9 4 (3.42%) N-Tier
9 4 (3.42%) Taxonomies
10 1 (0.85%) Chemistry
10 1 (0.85%) Equities
10 1 (0.85%) Inversion of Control
10 1 (0.85%) Management Information System
10 1 (0.85%) Ontologies
10 1 (0.85%) Reference Data
10 1 (0.85%) Wiki
Operating Systems
1 33 (28.21%) Windows
2 32 (27.35%) Unix
3 31 (26.50%) Linux
4 2 (1.71%) Red Hat Enterprise Linux
5 1 (0.85%) Android
5 1 (0.85%) Apple iOS
Processes & Methodologies
1 74 (63.25%) Agile Software Development
2 49 (41.88%) TDD
3 45 (38.46%) Software Engineering
4 37 (31.62%) BDD
5 34 (29.06%) SDLC
6 27 (23.08%) Microservices
7 26 (22.22%) DevOps
8 25 (21.37%) Analytics
8 25 (21.37%) SOA
9 24 (20.51%) Continuous Integration
10 22 (18.80%) Machine Learning
11 21 (17.95%) Configuration Management
11 21 (17.95%) Software Distribution
12 20 (17.09%) Performance Monitoring
12 20 (17.09%) Service Delivery
13 19 (16.24%) MVC
14 18 (15.38%) Mentoring
15 17 (14.53%) Scrum
16 13 (11.11%) Automated Testing
16 13 (11.11%) Product Management
Programming Languages
1 86 (73.50%) Java
2 34 (29.06%) C#
3 27 (23.08%) SQL
4 20 (17.09%) Python
5 17 (14.53%) Ruby
6 15 (12.82%) C++
6 15 (12.82%) JavaScript
7 11 (9.40%) Scala
8 8 (6.84%) Groovy
9 7 (5.98%) PHP
10 5 (4.27%) Perl
11 3 (2.56%) T-SQL
12 1 (0.85%) Bash Shell
12 1 (0.85%) PL/SQL
12 1 (0.85%) XPath
12 1 (0.85%) XQuery
Qualifications
1 33 (28.21%) Degree
System Software
1 36 (30.77%) Docker
Systems Management
1 22 (18.80%) Kubernetes
1 22 (18.80%) Mesos
2 13 (11.11%) Puppet
3 12 (10.26%) CFEngine
3 12 (10.26%) Opscode Chef
4 8 (6.84%) Rundeck
Vendors
1 29 (24.79%) Oracle
2 16 (13.68%) Sybase
3 13 (11.11%) Google
4 12 (10.26%) Microsoft
5 8 (6.84%) TIBCO
6 4 (3.42%) Terracotta
6 4 (3.42%) Vertica
7 3 (2.56%) IBM
7 3 (2.56%) Talend
8 2 (1.71%) Red Hat
8 2 (1.71%) SAP
9 1 (0.85%) Ab Initio
9 1 (0.85%) Bloomberg
9 1 (0.85%) Informatica
9 1 (0.85%) Twitter
Glasgow, Lanarkshire
Durham Professional Services Ltd
Posted: 3 days ago
Glasgow, Lanarkshire
Empiric Solutions
Salary: Highly Comptetitive
Posted: 3 days ago
South Lanarkshire
Cathcart Associates
Salary: £25000 - £40000 per annum + flexible working
Posted: 20 days ago