Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 54 75 96
Rank change year-on-year +21 +21 +2
Permanent jobs citing NoSQL 110 65 60
As % of all permanent IT jobs advertised in Glasgow 4.83% 3.02% 2.32%
As % of the Database & Business Intelligence category 12.59% 7.85% 6.04%
Number of salaries quoted 46 31 42
Glasgow median annual salary £50,000 £45,000 £46,250
Median salary % change year-on-year +11.11% -2.70% +8.82%
10th Percentile £37,500 £32,500 £35,000
90th Percentile £71,250 £70,000 £84,250
Scotland median annual salary £48,000 £46,250 £45,000
% change year-on-year +3.78% +2.78% +12.50%

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 874 828 993
As % of all permanent IT jobs advertised in Glasgow 38.40% 38.46% 38.47%
Number of salaries quoted 504 402 620
Glasgow median annual salary £45,000 £42,500 £40,750
Median salary % change year-on-year +5.88% +4.29% +2.52%
10th Percentile £31,500 £29,025 £28,750
90th Percentile £67,500 £61,250 £60,000
Scotland median annual salary £41,750 £42,500 £40,000
% change year-on-year -1.76% +6.25% -

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 19 November 2017.

Salary histogram for NoSQL in Glasgow

For the 6 months to 19 November 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 Glasgow region with a requirement for NoSQL.

1 82 (74.55%) Agile Software Development
2 71 (64.55%) Java
3 68 (61.82%) TDD
4 61 (55.45%) Spring
5 54 (49.09%) JavaScript
6 47 (42.73%) Scrum
7 45 (40.91%) MongoDB
8 44 (40.00%) SQL
9 42 (38.18%) Python
9 42 (38.18%) Hibernate
10 35 (31.82%) Puppet
11 33 (30.00%) Kanban
12 31 (28.18%) Opscode Chef
12 31 (28.18%) HTML
13 30 (27.27%) Oracle
13 30 (27.27%) Redis
14 29 (26.36%) Concurrent Programming
14 29 (26.36%) MySQL
15 27 (24.55%) Docker
16 26 (23.64%) Ansible
16 26 (23.64%) SDLC
16 26 (23.64%) BDD
16 26 (23.64%) HTML5
16 26 (23.64%) Ruby
17 25 (22.73%) Bash Shell
17 25 (22.73%) Test Automation
17 25 (22.73%) Relational Database
18 24 (21.82%) Linux
19 23 (20.91%) Multithreading
19 23 (20.91%) Open Source

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 21 (19.09%) Tomcat
2 17 (15.45%) JBoss
3 16 (14.55%) Jetty
3 16 (14.55%) WebLogic
3 16 (14.55%) WebSphere
4 4 (3.64%) Confluence
5 3 (2.73%) Apache Spark
6 2 (1.82%) Elasticsearch
7 1 (0.91%) Apache
Cloud Services
1 14 (12.73%) Cloud Computing
2 11 (10.00%) GitHub
3 9 (8.18%) Amazon AWS
4 8 (7.27%) Microsoft Azure
5 2 (1.82%) Amazon SQS
5 2 (1.82%) Google Cloud Platform
6 1 (0.91%) Amazon EC2
Communications & Networking
1 16 (14.55%) AMQP
2 12 (10.91%) HTTP
3 10 (9.09%) DNS
3 10 (9.09%) SSL
3 10 (9.09%) TCP/IP
4 9 (8.18%) Internet
4 9 (8.18%) IPsec
4 9 (8.18%) SMTP
Database & Business Intelligence
1 45 (40.91%) MongoDB
2 30 (27.27%) Redis
3 29 (26.36%) MySQL
4 25 (22.73%) Relational Database
5 22 (20.00%) Hadoop
6 17 (15.45%) SQL Server
7 16 (14.55%) Couchbase
7 16 (14.55%) Riak
8 14 (12.73%) PostgreSQL
9 13 (11.82%) Big Data
10 11 (10.00%) Blockchain
11 10 (9.09%) RDBMS
12 8 (7.27%) SQL Server 2016
13 7 (6.36%) DB2
14 5 (4.55%) Apache Cassandra
15 4 (3.64%) Data Warehouse
16 3 (2.73%) HBase
17 2 (1.82%) CouchDB
17 2 (1.82%) DocumentDB
17 2 (1.82%) MariaDB
Development Applications
1 19 (17.27%) Git (software)
2 18 (16.36%) Vagrant
3 17 (15.45%) Cucumber
4 16 (14.55%) FitNesse
4 16 (14.55%) Selenium
5 12 (10.91%) JUnit
6 6 (5.45%) Maven
7 5 (4.55%) Bitbucket
7 5 (4.55%) Subversion
8 4 (3.64%) JIRA
8 4 (3.64%) TeamCity
9 3 (2.73%) Jenkins
9 3 (2.73%) Mockito
10 2 (1.82%) Oracle Forms
11 1 (0.91%) Mercurial
General
1 16 (14.55%) Banking
2 15 (13.64%) Finance
3 7 (6.36%) Retail
4 6 (5.45%) Advertising
5 5 (4.55%) Investment Banking
6 4 (3.64%) Prime Brokerage
7 1 (0.91%) Legal
Job Titles
1 88 (80.00%) Developer
2 53 (48.18%) Java Developer
3 20 (18.18%) Full Stack Developer
4 17 (15.45%) Senior Developer
5 11 (10.00%) DevOps Engineer
6 10 (9.09%) Senior Java Developer
7 9 (8.18%) JavaScript Developer
8 8 (7.27%) .NET Developer
9 6 (5.45%) NoSQL Developer
9 6 (5.45%) Software Developer
10 5 (4.55%) Architect
10 5 (4.55%) Lead Developer
10 5 (4.55%) Python Developer
11 4 (3.64%) Prime Brokerage Java Developer
11 4 (3.64%) Senior Python Developer
12 2 (1.82%) .NET Software Developer
12 2 (1.82%) Business Intelligence Developer
12 2 (1.82%) Java Applications Architect
12 2 (1.82%) Java Games Developer
12 2 (1.82%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 61 (55.45%) Spring
2 42 (38.18%) Hibernate
3 31 (28.18%) HTML
4 26 (23.64%) HTML5
5 22 (20.00%) RabbitMQ
6 19 (17.27%) JMS
7 16 (14.55%) AngularJS
7 16 (14.55%) JPA
7 16 (14.55%) Kafka
7 16 (14.55%) TIBCO EMS
7 16 (14.55%) WebSphere MQ
8 13 (11.82%) REST
8 13 (11.82%) RESTful
9 12 (10.91%) SOAP
10 11 (10.00%) CSS
11 10 (9.09%) CSS3
11 10 (9.09%) Drools
11 10 (9.09%) jQuery
12 9 (8.18%) J2EE
13 8 (7.27%) ASP.NET
Miscellaneous
1 13 (11.82%) Enterprise Software
2 9 (8.18%) Internet of Things
3 7 (6.36%) Greenfield Project
3 7 (6.36%) NHS
4 6 (5.45%) Client/Server
5 4 (3.64%) Hedge funds
6 3 (2.73%) Algorithms
6 3 (2.73%) User Experience
7 2 (1.82%) Data Structures
7 2 (1.82%) IVR
7 2 (1.82%) Management Information System
7 2 (1.82%) Photography
8 1 (0.91%) Analytical Skills
Operating Systems
1 24 (21.82%) Linux
2 12 (10.91%) Unix
3 10 (9.09%) Windows
Processes & Methodologies
1 82 (74.55%) Agile Software Development
2 68 (61.82%) TDD
3 47 (42.73%) Scrum
4 33 (30.00%) Kanban
5 29 (26.36%) Concurrent Programming
6 26 (23.64%) BDD
6 26 (23.64%) SDLC
7 25 (22.73%) Test Automation
8 23 (20.91%) Multithreading
8 23 (20.91%) Open Source
9 21 (19.09%) Continuous Integration
9 21 (19.09%) DevOps
10 20 (18.18%) Mentoring
11 19 (17.27%) Unit Testing
12 18 (16.36%) Integration Testing
13 17 (15.45%) Software Engineering
14 16 (14.55%) DSDM
14 16 (14.55%) RUP
14 16 (14.55%) System Testing
14 16 (14.55%) UML
Programming Languages
1 71 (64.55%) Java
2 54 (49.09%) JavaScript
3 44 (40.00%) SQL
4 42 (38.18%) Python
5 26 (23.64%) Ruby
6 25 (22.73%) Bash Shell
7 14 (12.73%) PHP
8 12 (10.91%) C#
9 11 (10.00%) Perl
10 10 (9.09%) PowerShell
11 5 (4.55%) C++
11 5 (4.55%) PL/SQL
11 5 (4.55%) Scala
12 2 (1.82%) T-SQL
13 1 (0.91%) Clojure
13 1 (0.91%) ECMAScript
13 1 (0.91%) ES6
Qualifications
1 7 (6.36%) RHCE
2 4 (3.64%) Security Cleared
Quality Assurance & Compliance
1 16 (14.55%) QA
System Software
1 27 (24.55%) Docker
2 2 (1.82%) LXC
2 2 (1.82%) OpenAM
2 2 (1.82%) VirtualBox
Systems Management
1 35 (31.82%) Puppet
2 31 (28.18%) Opscode Chef
3 26 (23.64%) Ansible
4 16 (14.55%) Cobbler
5 10 (9.09%) Grafana
5 10 (9.09%) Nagios
5 10 (9.09%) ZABBIX
6 8 (7.27%) CFEngine
7 2 (1.82%) Graphite
7 2 (1.82%) Icinga
7 2 (1.82%) Kibana
7 2 (1.82%) logstash
Vendors
1 30 (27.27%) Oracle
2 16 (14.55%) IBM
2 16 (14.55%) TIBCO
3 7 (6.36%) Red Hat
3 7 (6.36%) Sybase
4 6 (5.45%) Facebook
5 4 (3.64%) Informatica
6 2 (1.82%) Google