Period
to

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 11 August 2022 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
11 Aug 2022
Same period 2021 Same period 2020
Rank 67 92 48
Rank change year-on-year +25 -44 +25
Permanent jobs citing NoSQL 51 16 38
As % of all permanent jobs advertised in Glasgow 3.30% 1.20% 4.40%
As % of the Database & Business Intelligence category 11.89% 3.90% 14.18%
Number of salaries quoted 16 7 13
10th Percentile - £46,500 £37,500
25th Percentile £45,000 £50,625 £40,000
Median annual salary (50th Percentile) £51,250 £57,500 £47,500
Median % change year-on-year -10.87% +21.05% -6.80%
75th Percentile £81,250 £61,875 £60,000
90th Percentile £85,000 £67,000 £62,800
Scotland median annual salary £60,000 £57,500 £47,500
% change year-on-year +4.35% +21.05% -5.00%

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 429 410 268
As % of all permanent IT jobs advertised in Glasgow 27.77% 30.78% 31.02%
Number of salaries quoted 219 278 173
10th Percentile £31,250 £33,750 £32,500
25th Percentile £36,250 £37,500 £37,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -1.10%
75th Percentile £61,875 £56,813 £53,750
90th Percentile £78,750 £70,000 £57,500
Scotland median annual salary £55,000 £47,500 £45,000
% change year-on-year +15.79% +5.56% -

NoSQL
Job Vacancy Trend in Glasgow

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

Job vacancy trend for NoSQL in Glasgow

NoSQL
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing NoSQL in Glasgow.

Salary trend for NoSQL in Glasgow

NoSQL
Salary Histogram in Glasgow

Salary distribution for jobs citing NoSQL in Glasgow over the 6 months to 11 August 2022.

Salary histogram for NoSQL in Glasgow

For the 6 months to 11 August 2022, 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 42 (82.35%) Azure
2 38 (74.51%) Java
2 38 (74.51%) Software Engineering
3 35 (68.63%) Full Stack Development
4 32 (62.75%) SQL
4 32 (62.75%) Git (software)
5 23 (45.10%) DevOps
5 23 (45.10%) HTML
5 23 (45.10%) .NET
5 23 (45.10%) CSS
6 21 (41.18%) JavaScript
6 21 (41.18%) MVC
6 21 (41.18%) Microservices
6 21 (41.18%) Docker
7 20 (39.22%) AWS
7 20 (39.22%) Python
8 19 (37.25%) Node.js
9 18 (35.29%) Ruby
9 18 (35.29%) Ruby on Rails
9 18 (35.29%) Degree
10 17 (33.33%) Middleware
10 17 (33.33%) ASP.NET
10 17 (33.33%) TypeScript
10 17 (33.33%) Social Skills
11 16 (31.37%) 5G
11 16 (31.37%) GCP
11 16 (31.37%) Public Cloud
11 16 (31.37%) Terraform
11 16 (31.37%) Sonatype Nexus
11 16 (31.37%) Angular 2

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:

Cloud Services
1 42 (82.35%) Azure
2 20 (39.22%) AWS
3 16 (31.37%) GCP
4 5 (9.80%) Power Platform
5 4 (7.84%) SaaS
6 2 (3.92%) Serverless
7 1 (1.96%) Azure DevOps
Communications & Networking
1 16 (31.37%) 4G
1 16 (31.37%) 5G
1 16 (31.37%) HTTP
1 16 (31.37%) SSL
Database & Business Intelligence
1 16 (31.37%) MySQL
1 16 (31.37%) RDBMS
1 16 (31.37%) Relational Database
2 6 (11.76%) SQL Server
3 5 (9.80%) Azure SQL Database
3 5 (9.80%) Power BI
4 2 (3.92%) MongoDB
5 1 (1.96%) PostgreSQL
Development Applications
1 32 (62.75%) Git (software)
2 16 (31.37%) Sonatype Nexus
3 1 (1.96%) JUnit
3 1 (1.96%) Mocha
General
1 17 (33.33%) Social Skills
2 16 (31.37%) Marketing
3 5 (9.80%) Banking
3 5 (9.80%) Investment Banking
4 1 (1.96%) Analytical Skills
4 1 (1.96%) Inclusion and Diversity
Job Titles
1 20 (39.22%) Software Engineer
2 12 (23.53%) Developer
3 5 (9.80%) SQL Developer
4 4 (7.84%) Java Engineer
4 4 (7.84%) Java Software Engineer
5 3 (5.88%) Software Developer
6 2 (3.92%) AWS DevOps
6 2 (3.92%) AWS DevOps Engineer
6 2 (3.92%) AWS Engineer
6 2 (3.92%) DevOps Engineer
6 2 (3.92%) Java Developer
6 2 (3.92%) Ruby Developer
7 1 (1.96%) .NET Developer
7 1 (1.96%) .NET Software Developer
7 1 (1.96%) Backend Developer
7 1 (1.96%) Database Developer
7 1 (1.96%) Full Stack Developer
7 1 (1.96%) Senior Developer
7 1 (1.96%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 23 (45.10%) .NET
1 23 (45.10%) CSS
1 23 (45.10%) HTML
2 19 (37.25%) Node.js
3 18 (35.29%) Ruby on Rails
4 17 (33.33%) ASP.NET
4 17 (33.33%) Middleware
5 16 (31.37%) Angular 2
5 16 (31.37%) AngularJS
6 6 (11.76%) CSS3
6 6 (11.76%) HTML5
7 5 (9.80%) React
7 5 (9.80%) REST
8 4 (7.84%) J2EE
8 4 (7.84%) Kafka
8 4 (7.84%) SOAP
8 4 (7.84%) Spring
8 4 (7.84%) Spring Boot
8 4 (7.84%) Spring MVC
8 4 (7.84%) Web Services
Miscellaneous
1 16 (31.37%) Public Cloud
2 1 (1.96%) Greenfield Project
2 1 (1.96%) Hedge funds
2 1 (1.96%) User Experience
Operating Systems
1 2 (3.92%) Linux
1 2 (3.92%) Unix
Processes & Methodologies
1 38 (74.51%) Software Engineering
2 35 (68.63%) Full Stack Development
3 23 (45.10%) DevOps
4 21 (41.18%) Microservices
4 21 (41.18%) MVC
5 16 (31.37%) Software Testing
5 16 (31.37%) Web Development
6 9 (17.65%) Agile
7 7 (13.73%) CI/CD
7 7 (13.73%) Computer Science
7 7 (13.73%) Data Security
7 7 (13.73%) Problem-Solving
8 5 (9.80%) Business Intelligence
8 5 (9.80%) Critical Thinking
8 5 (9.80%) Data Migration
8 5 (9.80%) Data Pipeline
8 5 (9.80%) ETL
8 5 (9.80%) Migration
8 5 (9.80%) Project Management
8 5 (9.80%) Time Management
Programming Languages
1 38 (74.51%) Java
2 32 (62.75%) SQL
3 21 (41.18%) JavaScript
4 20 (39.22%) Python
5 18 (35.29%) Ruby
6 17 (33.33%) TypeScript
7 16 (31.37%) Go
8 5 (9.80%) PowerShell
8 5 (9.80%) T-SQL
9 2 (3.92%) C#
9 2 (3.92%) Elixir
9 2 (3.92%) Perl
10 1 (1.96%) PHP
10 1 (1.96%) Scala
Qualifications
1 18 (35.29%) Degree
2 2 (3.92%) Security Cleared
3 1 (1.96%) Computer Science Degree
System Software
1 21 (41.18%) Docker
Systems Management
1 16 (31.37%) Ansible
1 16 (31.37%) Terraform
2 3 (5.88%) Kubernetes
Vendors
1 8 (15.69%) Microsoft
2 1 (1.96%) Oracle