Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 16 January 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 34 73 89
Rank change year-on-year +39 +16 +8
Permanent jobs citing NoSQL 157 50 71
As % of all permanent IT jobs advertised in Glasgow 7.16% 2.65% 2.71%
As % of the Database & Business Intelligence category 19.55% 6.74% 7.38%
Number of salaries quoted 89 32 39
Glasgow median annual salary £50,000 £45,000 £40,000
Median salary % change year-on-year +11.11% +12.50% -
10th Percentile £37,500 £32,625 £35,000
90th Percentile £73,750 £70,000 £65,750
Scotland median annual salary £50,000 £46,250 £42,500
% change year-on-year +8.11% +8.82% +6.25%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 803 742 962
As % of all permanent IT jobs advertised in Glasgow 36.60% 39.26% 36.68%
Number of salaries quoted 503 413 575
Glasgow median annual salary £47,500 £45,000 £40,500
Median salary % change year-on-year +5.56% +11.11% +1.25%
10th Percentile £31,500 £31,250 £28,750
90th Percentile £63,500 £61,250 £60,000
Scotland median annual salary £42,500 £43,500 £41,500
% change year-on-year -2.30% +4.82% +3.75%

NoSQL
Job Vacancy Trend in Glasgow

Job postings citing NoSQL as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for NoSQL in Glasgow

NoSQL
Salary Trend in Glasgow

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

Salary trend for NoSQL in Glasgow

NoSQL
Salary Histogram in Glasgow

The salary distribution of IT jobs citing NoSQL in Glasgow over the 6 months to 16 January 2018.

Salary histogram for NoSQL in Glasgow

For the 6 months to 16 January 2018, 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 Glasgow region with a requirement for NoSQL.

1 123 (78.34%) Agile Software Development
2 93 (59.24%) Java
3 92 (58.60%) TDD
4 88 (56.05%) Spring
5 80 (50.96%) Python
6 79 (50.32%) SQL
7 70 (44.59%) JavaScript
8 68 (43.31%) Hibernate
9 65 (41.40%) MongoDB
10 59 (37.58%) Scrum
11 58 (36.94%) BDD
12 55 (35.03%) HTML
13 54 (34.39%) Puppet
14 52 (33.12%) Docker
14 52 (33.12%) Finance
15 51 (32.48%) Hadoop
15 51 (32.48%) SDLC
16 50 (31.85%) Ansible
16 50 (31.85%) Ruby
17 44 (28.03%) Concurrent Programming
18 39 (24.84%) Oracle
19 38 (24.20%) Enterprise Software
20 37 (23.57%) Git (software)
20 37 (23.57%) Multithreading
21 36 (22.93%) MySQL
22 35 (22.29%) Kanban
23 34 (21.66%) Opscode Chef
23 34 (21.66%) Redis
24 33 (21.02%) AngularJS
24 33 (21.02%) Test Automation

NoSQL
Co-occurring IT Skills in Glasgow 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 30 (19.11%) Tomcat
2 24 (15.29%) JBoss
3 23 (14.65%) Jetty
3 23 (14.65%) WebLogic
4 20 (12.74%) WebSphere
5 8 (5.10%) MQSeries
6 4 (2.55%) Apache Spark
6 4 (2.55%) Confluence
7 3 (1.91%) Elasticsearch
8 2 (1.27%) Apache
Cloud Services
1 16 (10.19%) Amazon AWS
1 16 (10.19%) Microsoft Azure
2 13 (8.28%) GitHub
3 7 (4.46%) Amazon SQS
3 7 (4.46%) Google Cloud Platform
4 5 (3.18%) Cloud Computing
5 1 (0.64%) Amazon EC2
5 1 (0.64%) Amazon Kinesis
5 1 (0.64%) AWS CloudFormation
5 1 (0.64%) AWS Lambda
5 1 (0.64%) Dynamics 365
5 1 (0.64%) npm
5 1 (0.64%) Office 365
5 1 (0.64%) Serverless
Communications & Networking
1 20 (12.74%) AMQP
2 11 (7.01%) HTTP
3 10 (6.37%) Internet
4 4 (2.55%) DNS
4 4 (2.55%) IPsec
4 4 (2.55%) SMTP
4 4 (2.55%) SSL
4 4 (2.55%) TCP/IP
Database & Business Intelligence
1 65 (41.40%) MongoDB
2 51 (32.48%) Hadoop
3 36 (22.93%) MySQL
4 34 (21.66%) Redis
5 28 (17.83%) PostgreSQL
6 25 (15.92%) Relational Database
7 23 (14.65%) Couchbase
7 23 (14.65%) Riak
7 23 (14.65%) SQL Server
7 23 (14.65%) SQL Server 2016
8 21 (13.38%) Apache Cassandra
9 18 (11.46%) Big Data
10 17 (10.83%) Blockchain
11 9 (5.73%) DB2
11 9 (5.73%) RDBMS
12 8 (5.10%) Bigtable
13 7 (4.46%) Cosmos DB
13 7 (4.46%) CouchDB
14 4 (2.55%) Oracle Database
14 4 (2.55%) Oracle Database 12c
Development Applications
1 37 (23.57%) Git (software)
2 25 (15.92%) Vagrant
3 24 (15.29%) Cucumber
4 23 (14.65%) FitNesse
4 23 (14.65%) Selenium
5 20 (12.74%) Maven
6 14 (8.92%) JUnit
7 5 (3.18%) Bitbucket
7 5 (3.18%) Mockito
7 5 (3.18%) Subversion
8 4 (2.55%) JIRA
8 4 (2.55%) Oracle Forms
8 4 (2.55%) TeamCity
9 2 (1.27%) Jenkins
10 1 (0.64%) Babel
10 1 (0.64%) Log4Net
10 1 (0.64%) Mercurial
10 1 (0.64%) NUnit
10 1 (0.64%) Rhino Mocks
10 1 (0.64%) webpack
General
1 52 (33.12%) Finance
2 17 (10.83%) Advertising
3 13 (8.28%) Banking
4 2 (1.27%) Investment Banking
5 1 (0.64%) Legal
Job Titles
1 127 (80.89%) Developer
2 72 (45.86%) Java Developer
3 30 (19.11%) .NET Developer
4 22 (14.01%) Full Stack Developer
5 16 (10.19%) Senior Developer
6 9 (5.73%) JavaScript Developer
6 9 (5.73%) Software Developer
7 8 (5.10%) Lead Developer
7 8 (5.10%) Senior Java Developer
8 6 (3.82%) DevOps Engineer
9 5 (3.18%) .NET Software Developer
9 5 (3.18%) Senior .NET Developer
9 5 (3.18%) Senior .NET Software Developer
9 5 (3.18%) Senior Software Developer
10 4 (2.55%) Java Engineer
10 4 (2.55%) Java Software Engineer
10 4 (2.55%) NoSQL Developer
10 4 (2.55%) Python Developer
10 4 (2.55%) Python Software Engineer
10 4 (2.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 88 (56.05%) Spring
2 68 (43.31%) Hibernate
3 55 (35.03%) HTML
4 33 (21.02%) AngularJS
4 33 (21.02%) HTML5
5 31 (19.75%) .NET
5 31 (19.75%) ASP.NET
5 31 (19.75%) ASP.NET Web API
5 31 (19.75%) RabbitMQ
5 31 (19.75%) WCF
6 27 (17.20%) Node.js
7 26 (16.56%) RESTful
8 24 (15.29%) .NET Framework
8 24 (15.29%) ASP.NET MVC
8 24 (15.29%) Entity Framework
9 23 (14.65%) ASP.NET MVC 5
10 22 (14.01%) REST
11 21 (13.38%) JMS
12 20 (12.74%) TIBCO EMS
12 20 (12.74%) WebSphere MQ
Miscellaneous
1 38 (24.20%) Enterprise Software
2 15 (9.55%) Greenfield Project
3 12 (7.64%) Client/Server
4 10 (6.37%) Internet of Things
5 8 (5.10%) Virtual Team
6 7 (4.46%) Algorithms
7 4 (2.55%) User Experience
8 2 (1.27%) Data Structures
8 2 (1.27%) IVR
8 2 (1.27%) Mobile App
9 1 (0.64%) Analytical Skills
9 1 (0.64%) Equities
Operating Systems
1 22 (14.01%) Linux
2 8 (5.10%) Unix
3 5 (3.18%) Windows
4 2 (1.27%) Apple iOS
Processes & Methodologies
1 123 (78.34%) Agile Software Development
2 92 (58.60%) TDD
3 59 (37.58%) Scrum
4 58 (36.94%) BDD
5 51 (32.48%) SDLC
6 44 (28.03%) Concurrent Programming
7 37 (23.57%) Multithreading
8 35 (22.29%) Kanban
9 33 (21.02%) Test Automation
10 29 (18.47%) Unit Testing
11 28 (17.83%) OO
11 28 (17.83%) System Testing
12 27 (17.20%) Software Engineering
13 26 (16.56%) Continuous Integration
14 24 (15.29%) MVC
15 23 (14.65%) Collaborative Working
15 23 (14.65%) Mentoring
15 23 (14.65%) Web Application Development
16 22 (14.01%) DevOps
17 20 (12.74%) Open Source
Programming Languages
1 93 (59.24%) Java
2 80 (50.96%) Python
3 79 (50.32%) SQL
4 70 (44.59%) JavaScript
5 50 (31.85%) Ruby
6 33 (21.02%) C#
7 27 (17.20%) Bash Shell
8 24 (15.29%) PHP
9 8 (5.10%) XPath
10 7 (4.46%) C++
10 7 (4.46%) PL/SQL
11 5 (3.18%) Perl
12 4 (2.55%) PowerShell
13 2 (1.27%) Objective-C
14 1 (0.64%) Clojure
14 1 (0.64%) ES6
14 1 (0.64%) Scala
Qualifications
1 4 (2.55%) RHCE
1 4 (2.55%) Security Cleared
2 1 (0.64%) BPSS Clearance
2 1 (0.64%) Degree
Quality Assurance & Compliance
1 20 (12.74%) QA
System Software
1 52 (33.12%) Docker
2 2 (1.27%) LXC
2 2 (1.27%) OpenAM
2 2 (1.27%) VirtualBox
Systems Management
1 54 (34.39%) Puppet
2 50 (31.85%) Ansible
3 34 (21.66%) Opscode Chef
4 23 (14.65%) Cobbler
5 4 (2.55%) CFEngine
5 4 (2.55%) Grafana
5 4 (2.55%) Nagios
5 4 (2.55%) ZABBIX
6 2 (1.27%) Graphite
6 2 (1.27%) Icinga
6 2 (1.27%) Kibana
6 2 (1.27%) logstash
Vendors
1 39 (24.84%) Oracle
2 20 (12.74%) IBM
2 20 (12.74%) TIBCO
3 17 (10.83%) Facebook
4 11 (7.01%) Sybase
5 8 (5.10%) Informatica
6 7 (4.46%) Google
7 4 (2.55%) Red Hat