Period
to 20 September 2019

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 20 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
20 Sep 2019
Same period 2018 Same period 2017
Rank 85 22 55
Rank change year-on-year -63 +33 +20
Permanent jobs citing NoSQL 42 238 107
As % of all permanent IT jobs advertised in Glasgow 2.28% 10.56% 4.59%
As % of the Database & Business Intelligence category 6.12% 24.97% 10.70%
Number of salaries quoted 30 212 58
Glasgow median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +10.53%
10th Percentile £34,875 £37,500 £37,500
90th Percentile £75,250 £75,000 £71,250
Scotland median annual salary £50,000 £50,000 £50,000

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 686 953 1,000
As % of all permanent IT jobs advertised in Glasgow 37.30% 42.28% 42.94%
Number of salaries quoted 494 731 575
Glasgow median annual salary £46,000 £46,500 £45,000
Median salary % change year-on-year -1.08% +3.33% +5.88%
10th Percentile £32,500 £32,500 £30,750
90th Percentile £70,000 £66,250 £70,000
Scotland median annual salary £45,000 £45,000 £41,500
% change year-on-year - +8.43% -5.14%

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 20 September 2019.

Salary histogram for NoSQL in Glasgow

For the 6 months to 20 September 2019, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for NoSQL.

1 22 (52.38%) Java
2 20 (47.62%) SQL
2 20 (47.62%) Python
3 18 (42.86%) TDD
4 17 (40.48%) Azure
5 16 (38.10%) MongoDB
6 14 (33.33%) Agile Software Development
6 14 (33.33%) Relational Database
7 13 (30.95%) JavaScript
8 12 (28.57%) Hadoop
9 11 (26.19%) BDD
9 11 (26.19%) OO
10 10 (23.81%) SDLC
11 9 (21.43%) Open Source
11 9 (21.43%) Machine Learning
11 9 (21.43%) AngularJS
11 9 (21.43%) Continuous Integration
12 8 (19.05%) System Testing
12 8 (19.05%) Finance
13 7 (16.67%) RDBMS
13 7 (16.67%) OOD
13 7 (16.67%) SOA
13 7 (16.67%) Big Data
13 7 (16.67%) Node.js
14 6 (14.29%) Analytics
14 6 (14.29%) Ruby
14 6 (14.29%) C++
14 6 (14.29%) SQL Server
14 6 (14.29%) Internet
14 6 (14.29%) Middleware

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 6 (14.29%) Apache Spark
2 4 (9.52%) MQSeries
3 2 (4.76%) Apache
3 2 (4.76%) JBoss
3 2 (4.76%) Jetty
3 2 (4.76%) Jupyter
3 2 (4.76%) SAS
3 2 (4.76%) Tomcat
3 2 (4.76%) WebLogic
Cloud Services
1 17 (40.48%) Azure
2 4 (9.52%) AWS
3 2 (4.76%) GCP
3 2 (4.76%) Power Platform
3 2 (4.76%) SaaS
4 1 (2.38%) PaaS
Communications & Networking
1 6 (14.29%) Internet
Database & Business Intelligence
1 16 (38.10%) MongoDB
2 14 (33.33%) Relational Database
3 12 (28.57%) Hadoop
4 7 (16.67%) Big Data
4 7 (16.67%) RDBMS
5 6 (14.29%) SQL Server
6 4 (9.52%) Apache Cassandra
6 4 (9.52%) Bigtable
6 4 (9.52%) Cosmos DB
6 4 (9.52%) PostgreSQL
6 4 (9.52%) Redis
6 4 (9.52%) Riak
7 3 (7.14%) MySQL
8 2 (4.76%) Apache Hive
8 2 (4.76%) BusinessObjects Business Intelligence
8 2 (4.76%) Impala
8 2 (4.76%) Neo4j
8 2 (4.76%) Power BI
9 1 (2.38%) Data Lake
9 1 (2.38%) Data Warehouse
Development Applications
1 5 (11.90%) Git (software)
2 3 (7.14%) Jenkins
3 2 (4.76%) Atlassian Bamboo
3 2 (4.76%) TeamCity
3 2 (4.76%) Visual Studio Team System
4 1 (2.38%) JIRA
4 1 (2.38%) Subversion
General
1 8 (19.05%) Finance
2 6 (14.29%) Public Sector
3 3 (7.14%) Retail
Job Titles
1 26 (61.90%) Developer
2 9 (21.43%) Software Developer
3 6 (14.29%) Java Developer
3 6 (14.29%) Open Source Developer
3 6 (14.29%) Python Developer
4 4 (9.52%) .NET Developer
4 4 (9.52%) Python Engineer
5 3 (7.14%) Java Software Developer
5 3 (7.14%) Senior .NET Developer
5 3 (7.14%) Senior Developer
6 2 (4.76%) Applications Consultant
6 2 (4.76%) Architect
6 2 (4.76%) Big Data Developer
6 2 (4.76%) Consultant
6 2 (4.76%) Data Architect
6 2 (4.76%) Data Engineer
6 2 (4.76%) DevOps Engineer
6 2 (4.76%) Software Engineer
7 1 (2.38%) Big Data Consultant
7 1 (2.38%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 9 (21.43%) AngularJS
2 7 (16.67%) Node.js
3 6 (14.29%) Apache Camel
3 6 (14.29%) Middleware
4 5 (11.90%) .NET
5 4 (9.52%) .NET Core
5 4 (9.52%) .NET Framework
5 4 (9.52%) HTML
5 4 (9.52%) HTML5
5 4 (9.52%) TensorFlow
5 4 (9.52%) Web Services
5 4 (9.52%) XML
5 4 (9.52%) XML Schema
6 3 (7.14%) ASP.NET
6 3 (7.14%) ASP.NET MVC
6 3 (7.14%) Entity Framework
6 3 (7.14%) NHibernate
6 3 (7.14%) RESTful
7 2 (4.76%) Natural Language Processing
7 2 (4.76%) Spring
Miscellaneous
1 6 (14.29%) Internet of Things
2 4 (9.52%) Virtual Team
3 3 (7.14%) Analytical Skills
3 3 (7.14%) Greenfield Project
4 2 (4.76%) Cloud Native
4 2 (4.76%) Enterprise Software
5 1 (2.38%) Algorithms
5 1 (2.38%) Self-Motivation
Processes & Methodologies
1 18 (42.86%) TDD
2 14 (33.33%) Agile Software Development
3 11 (26.19%) BDD
3 11 (26.19%) OO
4 10 (23.81%) SDLC
5 9 (21.43%) Continuous Integration
5 9 (21.43%) Machine Learning
5 9 (21.43%) Open Source
6 8 (19.05%) System Testing
7 7 (16.67%) OOD
7 7 (16.67%) SOA
8 6 (14.29%) Analytics
8 6 (14.29%) OOA/OOD
8 6 (14.29%) Open Source Development
8 6 (14.29%) Strategic Thinking
9 5 (11.90%) DevOps
9 5 (11.90%) Microservices
9 5 (11.90%) OOP
9 5 (11.90%) Software Engineering
10 4 (9.52%) MVC
Programming Languages
1 22 (52.38%) Java
2 20 (47.62%) Python
2 20 (47.62%) SQL
3 13 (30.95%) JavaScript
4 6 (14.29%) C++
4 6 (14.29%) Ruby
5 5 (11.90%) C#
5 5 (11.90%) R
6 4 (9.52%) Bash Shell
6 4 (9.52%) PowerShell
6 4 (9.52%) Scala
6 4 (9.52%) T-SQL
6 4 (9.52%) XPath
7 2 (4.76%) Java 8
7 2 (4.76%) PHP
Qualifications
1 2 (4.76%) Degree
2 1 (2.38%) HNC
Quality Assurance & Compliance
1 4 (9.52%) QA
System Software
1 6 (14.29%) Docker
Systems Management
1 6 (14.29%) Kubernetes
2 2 (4.76%) Docker Swarm
3 1 (2.38%) Terraform
Vendors
1 3 (7.14%) Google
2 2 (4.76%) Cloudera
2 2 (4.76%) Hortonworks
2 2 (4.76%) MicroStrategy
2 2 (4.76%) SAP
2 2 (4.76%) Tableau
3 1 (2.38%) Oracle
3 1 (2.38%) Sybase