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

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 132 33 99
Rank change year-on-year -99 +66 +24
Permanent jobs citing NoSQL 30 711 136
As % of all permanent jobs advertised in Scotland 1.00% 10.60% 2.98%
As % of the Database & Business Intelligence category 8.15% 37.01% 15.69%
Number of salaries quoted 13 39 57
10th Percentile £44,250 £31,250 £49,500
25th Percentile £57,500 £39,375 £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 £82,751 £77,500 £89,852
90th Percentile £84,550 £97,231 £117,236
UK median annual salary £70,500 £65,465 £73,000
% change year-on-year +7.69% -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 368 1,921 867
As % of all permanent jobs advertised in Scotland 12.32% 28.65% 19.01%
Number of salaries quoted 171 457 483
10th Percentile £35,000 £32,500 £36,250
25th Percentile £46,250 £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 £65,000 £75,000
90th Percentile £93,778 £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 23 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 23 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 +11 15 £67,500 +8.00% 26
Glasgow -18 14 £70,000 +115.38% 45
Aberdeen +31 1 £71,000 -29.00% 17
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
2 1 (3.33%) Microsoft Exchange
2 1 (3.33%) SharePoint
Cloud Services
1 14 (46.67%) Azure
2 12 (40.00%) GCP
3 11 (36.67%) AWS
4 3 (10.00%) Azure DevOps
4 3 (10.00%) Azure Monitor
4 3 (10.00%) BlazeMeter
5 2 (6.67%) Amazon EKS
5 2 (6.67%) Apigee
5 2 (6.67%) Google Kubernetes Engine
5 2 (6.67%) Power Platform
5 2 (6.67%) SaaS
5 2 (6.67%) Snowflake
6 1 (3.33%) Amazon EC2
6 1 (3.33%) Amazon S3
6 1 (3.33%) Azure Data Factory
6 1 (3.33%) Azure Functions
6 1 (3.33%) Entra ID
6 1 (3.33%) GitHub
6 1 (3.33%) Microsoft 365
6 1 (3.33%) Serverless
Communications & Networking
1 1 (3.33%) VoIP
Database & Business Intelligence
1 15 (50.00%) MongoDB
2 8 (26.67%) PostgreSQL
3 7 (23.33%) Relational Database
4 5 (16.67%) Apache Cassandra
5 4 (13.33%) MySQL
5 4 (13.33%) SQL Server
6 3 (10.00%) Data Warehouse
6 3 (10.00%) RDBMS
7 2 (6.67%) Big Data
7 2 (6.67%) Hadoop
7 2 (6.67%) OLAP
8 1 (3.33%) Amazon Redshift
8 1 (3.33%) Apache Hive
8 1 (3.33%) Apache Iceberg
8 1 (3.33%) Azure SQL Database
8 1 (3.33%) Data Lake
8 1 (3.33%) DynamoDB
8 1 (3.33%) Impala
8 1 (3.33%) Power BI
8 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
5 1 (3.33%) Visual Studio Code
General
1 11 (36.67%) Inclusion and Diversity
2 10 (33.33%) Finance
3 6 (20.00%) Banking
3 6 (20.00%) Law
3 6 (20.00%) Social Skills
4 4 (13.33%) Tech for Good
5 3 (10.00%) Marketing
6 2 (6.67%) Analytical Skills
6 2 (6.67%) Investment Banking
6 2 (6.67%) Public Sector
7 1 (3.33%) Agriculture
7 1 (3.33%) Front Office
7 1 (3.33%) Legal
7 1 (3.33%) Publishing
Job Titles
1 11 (36.67%) Developer
2 10 (33.33%) Senior
2 10 (33.33%) Software Engineer
3 7 (23.33%) 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%) Data Business Analyst
7 2 (6.67%) Data Engineer
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 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 13 (43.33%) React
2 12 (40.00%) Spring
3 9 (30.00%) RESTful
4 8 (26.67%) Spring Boot
5 6 (20.00%) CSS
6 5 (16.67%) AngularJS
6 5 (16.67%) Hibernate
6 5 (16.67%) Kafka
6 5 (16.67%) REST
7 4 (13.33%) FastAPI
7 4 (13.33%) JPA
8 3 (10.00%) .NET
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%) Swagger
8 3 (10.00%) Web Services
9 2 (6.67%) JSON
9 2 (6.67%) Spring MVC
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%) Digital Signage
3 1 (3.33%) Distributed Applications
3 1 (3.33%) Equity Derivative
3 1 (3.33%) Foreign Exchange (FX)
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 22 (73.33%) CI/CD
2 15 (50.00%) Agile
3 13 (43.33%) Software Engineering
4 12 (40.00%) Microservices
5 10 (33.33%) DevOps
6 9 (30.00%) Containerisation
6 9 (30.00%) Machine Learning
6 9 (30.00%) Operational Stability
7 8 (26.67%) SDLC
8 7 (23.33%) Artificial Intelligence
8 7 (23.33%) Community of Practice
8 7 (23.33%) Continuous Improvement
8 7 (23.33%) Visualisation
9 6 (20.00%) ETL
9 6 (20.00%) Front End Development
9 6 (20.00%) Test Automation
10 5 (16.67%) Decision-Making
10 5 (16.67%) Event-Driven
10 5 (16.67%) OO
10 5 (16.67%) Unit Testing
Programming Languages
1 20 (66.67%) SQL
2 14 (46.67%) Java
3 13 (43.33%) JavaScript
3 13 (43.33%) Python
4 9 (30.00%) TypeScript
5 2 (6.67%) C#
5 2 (6.67%) Go
6 1 (3.33%) PowerShell
6 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
2 1 (3.33%) Active Directory
Systems Management
1 14 (46.67%) 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%) Databricks
2 2 (6.67%) Microsoft
3 1 (3.33%) Cisco
3 1 (3.33%) IBM
3 1 (3.33%) Oracle
3 1 (3.33%) Sybase