NoSQL Jobs in Scotland

NoSQL
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring NoSQL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited NoSQL over the 6 months leading up to 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 134 33 100
Rank change year-on-year -101 +67 +21
Permanent jobs citing NoSQL 30 710 134
As % of all permanent jobs advertised in Scotland 1.01% 10.42% 2.98%
As % of the Database & Business Intelligence category 8.09% 36.92% 15.56%
Number of salaries quoted 13 37 54
10th Percentile £44,250 - £49,125
25th Percentile £57,500 £31,250 £60,295
Median annual salary (50th Percentile) £67,500 £61,000 £69,447
Median % change year-on-year +10.66% -12.16% +15.75%
75th Percentile £82,751 £75,000 £89,852
90th Percentile £84,550 £93,366 £117,236
UK median annual salary £71,991 £65,465 £73,000
% change year-on-year +9.97% -10.32% +4.29%

All Database and Business Intelligence Skills
Scotland

NoSQL falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in Scotland.

Permanent vacancies with a requirement for database or business intelligence skills 371 1,923 861
As % of all permanent jobs advertised in Scotland 12.46% 28.23% 19.14%
Number of salaries quoted 170 453 477
10th Percentile £34,875 £32,500 £36,250
25th Percentile £46,355 £40,000 £43,750
Median annual salary (50th Percentile) £55,000 £52,500 £60,000
Median % change year-on-year +4.76% -12.50% +9.09%
75th Percentile £71,250 £64,750 £75,000
90th Percentile £94,247 £75,000 £89,852
UK median annual salary £62,500 £57,500 £65,000
% change year-on-year +8.70% -11.54% +8.33%

NoSQL
Job Vacancy Trend in Scotland

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

Job vacancy trend for NoSQL in Scotland

NoSQL
Salary Trend in Scotland

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

Salary trend for NoSQL in Scotland

NoSQL
Salary Histogram in Scotland

Salary distribution for jobs citing NoSQL in Scotland over the 6 months to 28 May 2025.

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 6 months to 28 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +10 15 £67,500 +9.31% 8
Glasgow -15 15 £72,500 +123.08% 22
NoSQL
UK

NoSQL
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (16.67%) Apache Spark
2 1 (3.33%) Apache
Cloud Services
1 13 (43.33%) Azure
2 12 (40.00%) GCP
3 10 (33.33%) AWS
4 3 (10.00%) Azure DevOps
4 3 (10.00%) Azure Monitor
4 3 (10.00%) BlazeMeter
5 2 (6.67%) Apigee
5 2 (6.67%) Google Kubernetes Engine
5 2 (6.67%) SaaS
5 2 (6.67%) Snowflake
6 1 (3.33%) Amazon EKS
6 1 (3.33%) Azure Data Factory
6 1 (3.33%) Azure Synapse Analytics
6 1 (3.33%) Power Platform
Database & Business Intelligence
1 15 (50.00%) MongoDB
2 8 (26.67%) PostgreSQL
2 8 (26.67%) Relational Database
3 5 (16.67%) Apache Cassandra
3 5 (16.67%) MySQL
3 5 (16.67%) SQL Server
4 3 (10.00%) Data Warehouse
4 3 (10.00%) RDBMS
5 2 (6.67%) Big Data
5 2 (6.67%) DB2
5 2 (6.67%) Hadoop
5 2 (6.67%) OLAP
6 1 (3.33%) Amazon Redshift
6 1 (3.33%) Apache Hive
6 1 (3.33%) Azure SQL Database
6 1 (3.33%) Data Lake
6 1 (3.33%) DynamoDB
6 1 (3.33%) Impala
6 1 (3.33%) Power BI
6 1 (3.33%) Redshift Spectrum
Development Applications
1 8 (26.67%) Jenkins
1 8 (26.67%) JUnit
2 5 (16.67%) Git
2 5 (16.67%) GitLab
2 5 (16.67%) Maven
3 3 (10.00%) Fiddler
3 3 (10.00%) Gradle
3 3 (10.00%) Postman
3 3 (10.00%) TeamCity
3 3 (10.00%) Visual Studio
4 2 (6.67%) Mockito
4 2 (6.67%) SonarQube
4 2 (6.67%) Sonatype Nexus
General
1 11 (36.67%) Finance
1 11 (36.67%) Inclusion and Diversity
2 6 (20.00%) Banking
2 6 (20.00%) Law
2 6 (20.00%) Social Skills
3 4 (13.33%) Tech for Good
4 3 (10.00%) Marketing
4 3 (10.00%) Public Sector
5 2 (6.67%) Analytical Skills
5 2 (6.67%) Investment Banking
6 1 (3.33%) Agriculture
6 1 (3.33%) Front Office
6 1 (3.33%) Games
6 1 (3.33%) Legal
6 1 (3.33%) Publishing
Job Titles
1 12 (40.00%) Developer
2 10 (33.33%) Senior
2 10 (33.33%) Software Engineer
3 8 (26.67%) Java Developer
4 5 (16.67%) Lead
5 4 (13.33%) Senior Developer
6 3 (10.00%) Java Engineer
6 3 (10.00%) Java Software Engineer
6 3 (10.00%) Senior Java Developer
7 2 (6.67%) .NET Developer
7 2 (6.67%) Backend Developer
7 2 (6.67%) Business Analyst
7 2 (6.67%) Data Business Analyst
7 2 (6.67%) Lead Software Engineer
7 2 (6.67%) Python Engineer
7 2 (6.67%) Python Software Engineer
7 2 (6.67%) Senior Business Analyst
7 2 (6.67%) Senior Software Engineer
7 2 (6.67%) Software Team Leader
7 2 (6.67%) Team Leader
Libraries, Frameworks & Software Standards
1 13 (43.33%) Spring
2 12 (40.00%) React
3 9 (30.00%) RESTful
3 9 (30.00%) Spring Boot
4 5 (16.67%) AngularJS
4 5 (16.67%) CSS
4 5 (16.67%) Hibernate
4 5 (16.67%) Kafka
4 5 (16.67%) REST
5 4 (13.33%) FastAPI
5 4 (13.33%) JPA
6 3 (10.00%) .NET
6 3 (10.00%) .NET Framework
6 3 (10.00%) ADO.NET
6 3 (10.00%) Elastic Stack
6 3 (10.00%) Entity Framework
6 3 (10.00%) Swagger
6 3 (10.00%) Web Services
7 2 (6.67%) ASP.NET Web API
7 2 (6.67%) CSS3
Miscellaneous
1 10 (33.33%) Algorithms
2 2 (6.67%) Cloud Native
2 2 (6.67%) Distributed Systems
2 2 (6.67%) Onboarding
3 1 (3.33%) Analytical Mindset
3 1 (3.33%) Equity Derivative
3 1 (3.33%) Foreign Exchange (FX)
3 1 (3.33%) IoT
Operating Systems
1 8 (26.67%) Linux
2 4 (13.33%) Unix
Processes & Methodologies
1 21 (70.00%) CI/CD
2 15 (50.00%) Agile
3 12 (40.00%) Microservices
3 12 (40.00%) Software Engineering
4 10 (33.33%) DevOps
5 9 (30.00%) Machine Learning
5 9 (30.00%) Operational Stability
6 8 (26.67%) Containerisation
6 8 (26.67%) SDLC
7 7 (23.33%) Artificial Intelligence
7 7 (23.33%) Community of Practice
7 7 (23.33%) Continuous Improvement
7 7 (23.33%) Visualisation
8 6 (20.00%) ETL
8 6 (20.00%) Front End Development
8 6 (20.00%) Test Automation
9 5 (16.67%) Data Management
9 5 (16.67%) Decision-Making
9 5 (16.67%) Event-Driven
9 5 (16.67%) OO
Programming Languages
1 20 (66.67%) SQL
2 15 (50.00%) Java
3 13 (43.33%) Python
4 12 (40.00%) JavaScript
5 8 (26.67%) TypeScript
6 2 (6.67%) C#
6 2 (6.67%) Go
7 1 (3.33%) Scala
Qualifications
1 1 (3.33%) Computer Science Degree
1 1 (3.33%) Degree
Quality Assurance & Compliance
1 3 (10.00%) QA
2 2 (6.67%) Data Quality
3 1 (3.33%) GDPR
System Software
1 11 (36.67%) Docker
Systems Management
1 13 (43.33%) Kubernetes
2 3 (10.00%) Grafana
3 2 (6.67%) Istio
3 2 (6.67%) Terraform
Vendors
1 3 (10.00%) Dynatrace
1 3 (10.00%) Splunk
2 2 (6.67%) Databricks
3 1 (3.33%) IBM
3 1 (3.33%) Microsoft
3 1 (3.33%) Oracle
3 1 (3.33%) Sybase