NoSQL Job Trends in Edinburgh

NoSQL
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring NoSQL skills. It covers vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 77 72 69
Rank change year-on-year -5 -3 +13
Permanent jobs citing NoSQL 5 18 38
As % of all permanent jobs advertised in Edinburgh 0.64% 1.42% 3.37%
As % of the Database & Business Intelligence category 3.97% 8.57% 15.14%
Number of salaries quoted 2 9 24
10th Percentile - £53,500 £56,500
25th Percentile £74,870 £55,000 £70,735
Median annual salary (50th Percentile) £78,810 £62,500 £79,632
Median % change year-on-year +26.10% -21.51% +32.72%
75th Percentile £82,751 £67,625 £96,698
90th Percentile - £73,886 £131,710
Scotland median annual salary £75,000 £62,500 £78,566
% change year-on-year +20.00% -20.45% +30.94%

All Database and Business Intelligence Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for database or business intelligence skills 126 210 251
As % of all permanent jobs advertised in Edinburgh 16.13% 16.60% 22.27%
Number of salaries quoted 52 102 204
10th Percentile £25,075 £36,375 £42,575
25th Percentile £42,500 £45,889 £47,500
Median annual salary (50th Percentile) £47,500 £56,509 £60,000
Median % change year-on-year -15.94% -5.82% -
75th Percentile £71,563 £69,688 £77,510
90th Percentile £83,738 £79,500 £87,625
Scotland median annual salary £50,000 £50,000 £57,500
% change year-on-year - -13.04% +4.55%

NoSQL
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for NoSQL in Edinburgh

NoSQL
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing NoSQL.

Salary distribution trend for jobs in Edinburgh citing NoSQL

NoSQL
Co-occurring Skills and Capabilities in Edinburgh 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 (40.00%) Apache Spark
Cloud Services
1 3 (60.00%) Azure
1 3 (60.00%) GCP
2 2 (40.00%) Apigee
2 2 (40.00%) Google Kubernetes Engine
2 2 (40.00%) SaaS
3 1 (20.00%) AWS
Database & Business Intelligence
1 2 (40.00%) Data Warehouse
1 2 (40.00%) Hadoop
Development Applications
1 2 (40.00%) Git
1 2 (40.00%) Jenkins
1 2 (40.00%) JUnit
1 2 (40.00%) Maven
1 2 (40.00%) SonarQube
1 2 (40.00%) Sonatype Nexus
General
1 2 (40.00%) Banking
1 2 (40.00%) Finance
1 2 (40.00%) Inclusion and Diversity
1 2 (40.00%) Marketing
Job Titles
1 5 (100.00%) Senior
2 2 (40.00%) Data Engineer
2 2 (40.00%) Senior Data Engineer
2 2 (40.00%) Senior Software Engineer
2 2 (40.00%) Software Engineer
3 1 (20.00%) Developer
3 1 (20.00%) Senior Developer
3 1 (20.00%) Senior Software Developer
3 1 (20.00%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) Hibernate
1 2 (40.00%) RESTful
1 2 (40.00%) Spring
1 2 (40.00%) Spring Boot
Miscellaneous
1 2 (40.00%) Distributed Systems
1 2 (40.00%) Onboarding
2 1 (20.00%) Algorithms
Operating Systems
1 3 (60.00%) Linux
1 3 (60.00%) Unix
Processes & Methodologies
1 4 (80.00%) CI/CD
2 3 (60.00%) DevOps
2 3 (60.00%) TDD
3 2 (40.00%) Agile
3 2 (40.00%) Client Onboarding
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Architecture
3 2 (40.00%) Data Management
3 2 (40.00%) Data Pipeline
3 2 (40.00%) Digital Marketing
3 2 (40.00%) ETL
3 2 (40.00%) Event-Driven
3 2 (40.00%) Infrastructure as Code
3 2 (40.00%) Microservices
3 2 (40.00%) OO
3 2 (40.00%) Scrum
3 2 (40.00%) Software Engineering
3 2 (40.00%) Storage Management
3 2 (40.00%) Test Automation
3 2 (40.00%) Translating Business Requirements
Programming Languages
1 5 (100.00%) Python
1 5 (100.00%) SQL
2 2 (40.00%) C#
2 2 (40.00%) Go
2 2 (40.00%) Java
2 2 (40.00%) JavaScript
2 2 (40.00%) TypeScript
System Software
1 3 (60.00%) Docker
Systems Management
1 3 (60.00%) Kubernetes
2 2 (40.00%) Istio
2 2 (40.00%) Terraform