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 13 May 2025, comparing them to the same period in the previous two years.

6 months to
13 May 2025
Same period 2024 Same period 2023
Rank 125 33 103
Rank change year-on-year -92 +70 +20
Permanent jobs citing NoSQL 30 720 135
As % of all permanent jobs advertised in Scotland 1.01% 10.73% 2.89%
As % of the Database & Business Intelligence category 8.04% 37.09% 15.61%
Number of salaries quoted 15 46 57
10th Percentile £44,392 - £49,500
25th Percentile £51,474 £31,250 £61,180
Median annual salary (50th Percentile) £67,500 £61,000 £69,447
Median % change year-on-year +10.66% -12.16% +15.75%
75th Percentile £77,625 £75,000 £89,852
90th Percentile £84,100 £98,269 £117,236
UK median annual salary £70,000 £67,500 £73,000
% change year-on-year +3.70% -7.53% +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 373 1,941 865
As % of all permanent jobs advertised in Scotland 12.56% 28.93% 18.54%
Number of salaries quoted 197 474 486
10th Percentile £35,000 £32,500 £36,250
25th Percentile £46,250 £40,200 £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 £70,000 £65,000 £75,000
90th Percentile £92,004 £76,250 £87,426
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 13 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 13 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 +5 21 £60,000 -4.00% 17
Glasgow -18 8 £70,000 +115.38% 26
Aberdeen +29 1 £71,000 -29.00% 1
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 2 (6.67%) Apache Spark
2 1 (3.33%) Microsoft Exchange
2 1 (3.33%) SharePoint
Cloud Services
1 15 (50.00%) Azure
2 13 (43.33%) 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%) Power Platform
5 2 (6.67%) SaaS
6 1 (3.33%) Amazon EC2
6 1 (3.33%) Amazon EKS
6 1 (3.33%) Amazon S3
6 1 (3.33%) Azure Key Vault
6 1 (3.33%) Azure Logic Apps
6 1 (3.33%) Azure Synapse Analytics
6 1 (3.33%) Entra ID
6 1 (3.33%) GitHub
6 1 (3.33%) Microsoft 365
6 1 (3.33%) Snowflake
Communications & Networking
1 1 (3.33%) VoIP
Database & Business Intelligence
1 17 (56.67%) MongoDB
2 10 (33.33%) PostgreSQL
3 6 (20.00%) Relational Database
4 4 (13.33%) MySQL
5 3 (10.00%) Apache Cassandra
5 3 (10.00%) Data Vault
5 3 (10.00%) Data Warehouse
5 3 (10.00%) Metadata
5 3 (10.00%) RDBMS
5 3 (10.00%) SQL Server
6 2 (6.67%) Hadoop
6 2 (6.67%) OLAP
7 1 (3.33%) Azure SQL Database
7 1 (3.33%) Data Lake
7 1 (3.33%) DB2
7 1 (3.33%) Power BI
7 1 (3.33%) Tableau
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
5 1 (3.33%) Visual Studio Code
General
1 12 (40.00%) Social Skills
2 10 (33.33%) Finance
3 5 (16.67%) Inclusion and Diversity
4 4 (13.33%) Banking
4 4 (13.33%) Influencing Skills
4 4 (13.33%) Tech for Good
5 2 (6.67%) Analytical Skills
5 2 (6.67%) Marketing
5 2 (6.67%) Public Sector
6 1 (3.33%) Agriculture
6 1 (3.33%) Front Office
Job Titles
1 11 (36.67%) Developer
2 10 (33.33%) Senior
3 7 (23.33%) Java Developer
3 7 (23.33%) Lead
4 6 (20.00%) Software Engineer
5 4 (13.33%) Architect
5 4 (13.33%) Senior Developer
6 3 (10.00%) Enterprise Architect
6 3 (10.00%) Lead Architect
6 3 (10.00%) Lead Enterprise Architect
6 3 (10.00%) Senior Java Developer
7 2 (6.67%) .NET Developer
7 2 (6.67%) Backend Developer
7 2 (6.67%) Data Business Analyst
7 2 (6.67%) Data Engineer
7 2 (6.67%) Senior Business Analyst
7 2 (6.67%) Senior Data Engineer
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 12 (40.00%) React
2 11 (36.67%) Spring
3 9 (30.00%) RESTful
4 8 (26.67%) Spring Boot
5 6 (20.00%) CSS
6 5 (16.67%) Hibernate
6 5 (16.67%) REST
7 4 (13.33%) AngularJS
7 4 (13.33%) FastAPI
8 3 (10.00%) .NET Framework
8 3 (10.00%) ADO.NET
8 3 (10.00%) Elastic Stack
8 3 (10.00%) Entity Framework
8 3 (10.00%) JPA
8 3 (10.00%) JWT
8 3 (10.00%) Kafka
8 3 (10.00%) OAuth
8 3 (10.00%) OAuth2
8 3 (10.00%) Swagger
8 3 (10.00%) Web Services
Miscellaneous
1 7 (23.33%) Algorithms
2 2 (6.67%) Distributed Systems
2 2 (6.67%) Onboarding
3 1 (3.33%) Analytical Mindset
3 1 (3.33%) Digital Signage
3 1 (3.33%) Distributed Applications
3 1 (3.33%) Equity Derivative
3 1 (3.33%) IoT
3 1 (3.33%) Video Conferencing
Operating Systems
1 8 (26.67%) Linux
2 4 (13.33%) Unix
3 1 (3.33%) Windows
3 1 (3.33%) Windows 10
3 1 (3.33%) Windows Server
3 1 (3.33%) Windows Server 2012
Processes & Methodologies
1 20 (66.67%) CI/CD
2 17 (56.67%) Microservices
3 15 (50.00%) Agile
4 12 (40.00%) Software Engineering
5 11 (36.67%) DevOps
6 10 (33.33%) Containerisation
7 8 (26.67%) Data Management
8 7 (23.33%) Data Architecture
8 7 (23.33%) Test Automation
9 6 (20.00%) Business Intelligence
9 6 (20.00%) Data Governance
9 6 (20.00%) Front End Development
9 6 (20.00%) Scrum
10 5 (16.67%) ETL
10 5 (16.67%) Event-Driven
10 5 (16.67%) Machine Learning
10 5 (16.67%) Mentoring
10 5 (16.67%) OO
10 5 (16.67%) TDD
10 5 (16.67%) Thought Leadership
Programming Languages
1 14 (46.67%) SQL
2 12 (40.00%) Java
2 12 (40.00%) JavaScript
3 11 (36.67%) Python
4 8 (26.67%) TypeScript
5 2 (6.67%) C#
5 2 (6.67%) Go
6 1 (3.33%) PowerShell
Qualifications
1 1 (3.33%) Computer Science Degree
1 1 (3.33%) Degree
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 3 (10.00%) QA
3 2 (6.67%) GDPR
4 1 (3.33%) California Consumer Privacy Act
4 1 (3.33%) PCI DSS
System Software
1 12 (40.00%) Docker
2 1 (3.33%) Active Directory
Systems Management
1 15 (50.00%) Kubernetes
2 3 (10.00%) Grafana
2 3 (10.00%) Terraform
3 2 (6.67%) Istio
4 1 (3.33%) Microsoft Intune
4 1 (3.33%) SCCM
Vendors
1 3 (10.00%) Dynatrace
1 3 (10.00%) Splunk
2 2 (6.67%) Microsoft
3 1 (3.33%) Cisco
3 1 (3.33%) Databricks
3 1 (3.33%) IBM
3 1 (3.33%) Informatica
3 1 (3.33%) Sybase