The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 3 months to 27 April 2017 with a comparison to the same period in the previous 2 years.

NoSQL
UK / Scotland
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 64 125 101
Rank change year-on-year +61 -24  
Permanent jobs citing NoSQL 84 31 59
As % of all permanent IT jobs advertised in Scotland 3.58% 1.07% 1.87%
As % of the Database & Business Intelligence category 8.68% 3.51% 6.04%
Number of salaries quoted 64 16 32
Median salary £45,000 £45,250 £42,500
Median salary % change year-on-year -0.55% +6.47%  
90% offered a salary of more than £35,000 £35,000 £37,750
10% offered a salary of more than £67,000 £50,000 £76,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year +5.55% -  

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 968 883 977
As % of all permanent IT job vacancies advertised in Scotland 41.23% 30.35% 31.03%
Number of salaries quoted 594 517 608
Median salary £42,500 £47,500 £42,500
Median salary % change year-on-year -10.52% +11.76%  
90% offered a salary of more than £30,000 £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
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing NoSQL as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for NoSQL in Scotland

NoSQL
Salary Trend in Scotland

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

Salary trend for NoSQL in Scotland

NoSQL
Salary Histogram in Scotland

The salary distribution of IT jobs citing NoSQL in Scotland over the 3 months to 27 April 2017.

Salary histogram for NoSQL 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 27 April 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 +47 48 £47,500 +13.09% 9
Glasgow +18 30 £45,000 -1.09% 6
Dundee - 4 - -
Aberdeen - 1 £45,000 -
West Lothian - 1 £45,000 -
NoSQL
UK

For the 6 months to 27 April 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 81 (57.45%) C#
2 78 (55.32%) .NET
3 72 (51.06%) Agile Software Development
4 70 (49.65%) Ruby
5 65 (46.10%) ASP.NET
6 64 (45.39%) MVC
6 64 (45.39%) ASP.NET MVC
7 59 (41.84%) RESTful
7 59 (41.84%) Web Application Development
8 57 (40.43%) Git (software)
9 56 (39.72%) WCF
10 53 (37.59%) SQL Server
11 51 (36.17%) ASP.NET MVC 5
12 47 (33.33%) TDD
13 46 (32.62%) Node.js
14 45 (31.91%) BDD
15 44 (31.21%) ASP.NET Web API
16 43 (30.50%) Entity Framework
16 43 (30.50%) .NET Framework
16 43 (30.50%) Code First Entity Framework
17 39 (27.66%) Java
18 32 (22.70%) Python
18 32 (22.70%) Relational Database
18 32 (22.70%) SQL Server 2016
19 27 (19.15%) Apache
20 26 (18.44%) Web Services
21 25 (17.73%) Subversion
21 25 (17.73%) Games
22 24 (17.02%) Linux
22 24 (17.02%) SQL

NoSQL
Co-occurring 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 27 (19.15%) Apache
2 22 (15.60%) Tomcat
3 15 (10.64%) CMS
4 11 (7.80%) IIS
5 6 (4.26%) Confluence
6 1 (0.71%) Apache Pig
6 1 (0.71%) Mule
6 1 (0.71%) Mule ESB
Applications
1 1 (0.71%) Weka
Cloud Services
1 22 (15.60%) Microsoft Azure
2 7 (4.96%) SaaS
3 5 (3.55%) Amazon AWS
4 3 (2.13%) Cloud Computing
5 2 (1.42%) Google Cloud Platform
6 1 (0.71%) Amazon EC2
6 1 (0.71%) Amazon EMR
6 1 (0.71%) Amazon S3
6 1 (0.71%) Amazon SQS
Communications & Networking
1 11 (7.80%) iSCSI
1 11 (7.80%) NAS
1 11 (7.80%) SAN
1 11 (7.80%) WAN
2 9 (6.38%) Firewall
3 3 (2.13%) DHCP
3 3 (2.13%) DNS
4 2 (1.42%) Bluetooth
4 2 (1.42%) Internet
4 2 (1.42%) MQTT
Database & Business Intelligence
1 53 (37.59%) SQL Server
2 32 (22.70%) Relational Database
2 32 (22.70%) SQL Server 2016
3 21 (14.89%) MySQL
4 18 (12.77%) RDBMS
5 17 (12.06%) MongoDB
6 14 (9.93%) Data Warehouse
6 14 (9.93%) PostgreSQL
7 13 (9.22%) Big Data
8 12 (8.51%) Azure SQL Database
8 12 (8.51%) SQL Server 2014
9 7 (4.96%) Hadoop
10 6 (4.26%) Apache Cassandra
11 5 (3.55%) Amazon Redshift
12 3 (2.13%) Data Mining
13 2 (1.42%) OLTP
14 1 (0.71%) Apache Hive
14 1 (0.71%) GIS
14 1 (0.71%) OrientDB
14 1 (0.71%) Redis
Development Applications
1 57 (40.43%) Git (software)
2 25 (17.73%) Subversion
3 20 (14.18%) Maven
4 19 (13.48%) Jenkins
5 7 (4.96%) JIRA
5 7 (4.96%) Karma Test Runner
5 7 (4.96%) Mocha
6 4 (2.84%) Ant
6 4 (2.84%) HttpUnit
6 4 (2.84%) JMeter
6 4 (2.84%) JUnit
7 3 (2.13%) Cucumber
7 3 (2.13%) FitNesse
7 3 (2.13%) TeamCity
8 1 (0.71%) FishEye
8 1 (0.71%) Gradle
8 1 (0.71%) Sonatype Nexus
8 1 (0.71%) Visual Studio
General
1 25 (17.73%) Games
2 15 (10.64%) Marketing
3 11 (7.80%) Banking
3 11 (7.80%) Investment Banking
4 10 (7.09%) Advertising
4 10 (7.09%) Finance
5 2 (1.42%) Law
5 2 (1.42%) Legal
Job Titles
1 100 (70.92%) Developer
2 57 (40.43%) .NET Developer
3 24 (17.02%) .NET Software Developer
4 23 (16.31%) Senior Developer
5 20 (14.18%) C# Developer
6 17 (12.06%) Java Developer
7 15 (10.64%) Software Developer
8 12 (8.51%) ASP.NET Developer
8 12 (8.51%) C# .NET Developer
8 12 (8.51%) C# ASP.NET Developer
9 11 (7.80%) ASP.NET MVC Developer
9 11 (7.80%) Python Developer
9 11 (7.80%) Senior Python Developer
9 11 (7.80%) Systems Engineer
10 9 (6.38%) Applications Developer
10 9 (6.38%) Architect
11 8 (5.67%) Linux Engineer
11 8 (5.67%) Linux Systems Engineer
12 7 (4.96%) Data Architect
12 7 (4.96%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 78 (55.32%) .NET
2 65 (46.10%) ASP.NET
3 64 (45.39%) ASP.NET MVC
4 59 (41.84%) RESTful
5 56 (39.72%) WCF
6 51 (36.17%) ASP.NET MVC 5
7 46 (32.62%) Node.js
8 44 (31.21%) ASP.NET Web API
9 43 (30.50%) .NET Framework
9 43 (30.50%) Code First Entity Framework
9 43 (30.50%) Entity Framework
10 26 (18.44%) Web Services
11 23 (16.31%) Spring
12 20 (14.18%) J2EE
13 17 (12.06%) Hibernate
14 14 (9.93%) JPA
14 14 (9.93%) JSP
14 14 (9.93%) Servlets
15 13 (9.22%) AngularJS
15 13 (9.22%) LAMP
Miscellaneous
1 22 (15.60%) Enterprise Software
2 13 (9.22%) Mobile App
3 9 (6.38%) Computer Science
4 3 (2.13%) Management Information System
5 2 (1.42%) Analytical Skills
5 2 (1.42%) Arduino
5 2 (1.42%) Internet of Things
5 2 (1.42%) Raspberry Pi
5 2 (1.42%) User Experience
5 2 (1.42%) W3C
6 1 (0.71%) Data Structures
6 1 (0.71%) Social Media
6 1 (0.71%) Virtual Team
Operating Systems
1 24 (17.02%) Linux
2 17 (12.06%) Windows
3 14 (9.93%) Android
3 14 (9.93%) Apple iOS
4 11 (7.80%) Red Hat Enterprise Linux
4 11 (7.80%) Ubuntu
4 11 (7.80%) Windows Server
5 4 (2.84%) Solaris
Processes & Methodologies
1 72 (51.06%) Agile Software Development
2 64 (45.39%) MVC
3 59 (41.84%) Web Application Development
4 47 (33.33%) TDD
5 45 (31.91%) BDD
6 22 (15.60%) Open Source
7 15 (10.64%) Continuous Integration
8 12 (8.51%) Analytics
9 11 (7.80%) Android Development
9 11 (7.80%) Configuration Management
9 11 (7.80%) iOS Development
9 11 (7.80%) Unit Testing
10 10 (7.09%) Business Intelligence
10 10 (7.09%) Data Architecture
11 9 (6.38%) Data Management
11 9 (6.38%) Infrastructure Monitoring
12 8 (5.67%) Machine Learning
13 7 (4.96%) Data Integration
13 7 (4.96%) Data Modelling
13 7 (4.96%) SOA
Programming Languages
1 81 (57.45%) C#
2 70 (49.65%) Ruby
3 39 (27.66%) Java
4 32 (22.70%) Python
5 24 (17.02%) Bash Shell
5 24 (17.02%) SQL
6 20 (14.18%) JavaScript
7 16 (11.35%) C++
8 14 (9.93%) PHP
9 13 (9.22%) Perl
10 11 (7.80%) PowerShell
11 5 (3.55%) VB
12 3 (2.13%) C
12 3 (2.13%) Go
12 3 (2.13%) Scala
13 1 (0.71%) R
13 1 (0.71%) Smalltalk
Qualifications
1 11 (7.80%) Degree
Quality Assurance & Compliance
1 1 (0.71%) QA
System Software
1 3 (2.13%) Active Directory
Systems Management
1 11 (7.80%) Opscode Chef
1 11 (7.80%) Puppet
2 9 (6.38%) Check_MK
2 9 (6.38%) Nagios
3 2 (1.42%) MOM
Vendors
1 15 (10.64%) Alterian
1 15 (10.64%) Microsoft
2 11 (7.80%) Brocade
2 11 (7.80%) Cisco
2 11 (7.80%) Citrix
2 11 (7.80%) Percona
2 11 (7.80%) Riverbed
2 11 (7.80%) VMware
3 10 (7.09%) Facebook
4 9 (6.38%) Palo Alto
5 8 (5.67%) Perforce
6 5 (3.55%) Oracle
7 4 (2.84%) Vertica
8 3 (2.13%) Atlassian
8 3 (2.13%) Google
8 3 (2.13%) IBM
9 1 (0.71%) Cognos
9 1 (0.71%) Progress
9 1 (0.71%) RapidMiner
9 1 (0.71%) Xamarin
Edinburgh, Midlothian
Icore Tech
Salary: £0.00 per annum
Posted: Yesterday
Edinburgh, Midlothian
ClearCube Consulting
Salary: Up to £80,000 per annum
Posted: Yesterday
Edinburgh, Midlothian
Evolution Recruitment Solutions
Salary: 45,000
Posted: Yesterday
Falkirk, Stirlingshire
Harvey Nash plc
Posted: Yesterday
Falkirk, Stirlingshire
Harvey Nash plc
Posted: Yesterday
Edinburgh, Midlothian
Dawson & Walsh
Salary: £40000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Glasgow, Lanarkshire
Dawson & Walsh
Salary: £30000 - £60000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Glasgow, Lanarkshire
McGregor Boyall
Posted: 3 days ago
Edinburgh, Midlothian
Dawson & Walsh
Salary: £30000 - £40000 per annum + Bonus + Pension + Benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: Yesterday
Glasgow, Lanarkshire
Student Loans Company
Posted: 9 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Edinburgh
Recruitment Genius Ltd
Salary: £90000 - £100000 per annum
Posted: 15 days ago
Alness, Ross-Shire
Sage UK Limited
Posted: 22 days ago