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

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 129 33 98
Rank change year-on-year -96 +65 +14
Permanent jobs citing NoSQL 37 699 130
As % of all permanent jobs advertised in Scotland 1.22% 10.24% 2.95%
As % of the Database & Business Intelligence category 9.30% 36.89% 15.37%
Number of salaries quoted 14 36 51
10th Percentile £45,125 £31,250 £50,000
25th Percentile £57,500 £43,438 £60,590
Median annual salary (50th Percentile) £68,750 £61,000 £69,447
Median % change year-on-year +12.70% -12.16% +15.75%
75th Percentile £81,438 £75,000 £89,852
90th Percentile £84,325 £88,125 £117,236
UK median annual salary £70,996 £65,465 £73,000
% change year-on-year +8.45% -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 398 1,895 846
As % of all permanent jobs advertised in Scotland 13.12% 27.76% 19.21%
Number of salaries quoted 176 453 468
10th Percentile £35,000 £32,500 £36,250
25th Percentile £46,730 £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 £93,778 £75,000 £86,456
UK median annual salary £60,500 £57,500 £65,000
% change year-on-year +5.22% -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 31 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 31 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
Glasgow -25 22 £75,000 +130.77% 16
Edinburgh +20 15 £67,500 +10.66% 2
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 8 (21.62%) Apache Spark
2 2 (5.41%) Apache
Cloud Services
1 14 (37.84%) Azure
2 13 (35.14%) GCP
3 12 (32.43%) AWS
4 3 (8.11%) Azure DevOps
4 3 (8.11%) Azure Monitor
4 3 (8.11%) BlazeMeter
4 3 (8.11%) Snowflake
5 2 (5.41%) Amazon EKS
5 2 (5.41%) Apigee
5 2 (5.41%) Google Kubernetes Engine
5 2 (5.41%) SaaS
6 1 (2.70%) Azure Data Factory
6 1 (2.70%) Azure Synapse Analytics
6 1 (2.70%) Power Platform
Database & Business Intelligence
1 15 (40.54%) MongoDB
2 10 (27.03%) Relational Database
3 9 (24.32%) PostgreSQL
4 7 (18.92%) Apache Cassandra
4 7 (18.92%) SQL Server
5 6 (16.22%) MySQL
6 4 (10.81%) Big Data
7 3 (8.11%) Data Warehouse
7 3 (8.11%) DB2
7 3 (8.11%) RDBMS
8 2 (5.41%) Amazon Redshift
8 2 (5.41%) Apache Hive
8 2 (5.41%) Apache Iceberg
8 2 (5.41%) DynamoDB
8 2 (5.41%) Hadoop
8 2 (5.41%) Impala
8 2 (5.41%) OLAP
8 2 (5.41%) Redshift Spectrum
9 1 (2.70%) Data Lake
9 1 (2.70%) Power BI
Development Applications
1 8 (21.62%) Jenkins
1 8 (21.62%) JUnit
2 5 (13.51%) Git
2 5 (13.51%) GitLab
2 5 (13.51%) Maven
3 3 (8.11%) Fiddler
3 3 (8.11%) Gradle
3 3 (8.11%) Postman
3 3 (8.11%) TeamCity
3 3 (8.11%) Visual Studio
4 2 (5.41%) Mockito
4 2 (5.41%) SonarQube
4 2 (5.41%) Sonatype Nexus
General
1 18 (48.65%) Finance
2 17 (45.95%) Inclusion and Diversity
3 12 (32.43%) Law
4 10 (27.03%) Banking
5 6 (16.22%) Social Skills
6 4 (10.81%) Investment Banking
6 4 (10.81%) Marketing
6 4 (10.81%) Public Sector
6 4 (10.81%) Tech for Good
7 2 (5.41%) Analytical Skills
7 2 (5.41%) Games
7 2 (5.41%) Legal
7 2 (5.41%) Publishing
8 1 (2.70%) Agriculture
8 1 (2.70%) Front Office
Job Titles
1 16 (43.24%) Software Engineer
2 13 (35.14%) Developer
3 10 (27.03%) Senior
4 9 (24.32%) Java Developer
5 7 (18.92%) Lead
6 6 (16.22%) Java Engineer
6 6 (16.22%) Java Software Engineer
7 4 (10.81%) Lead Software Engineer
7 4 (10.81%) Python Engineer
7 4 (10.81%) Python Software Engineer
7 4 (10.81%) Senior Developer
8 3 (8.11%) Senior Java Developer
9 2 (5.41%) .NET Developer
9 2 (5.41%) Business Analyst
9 2 (5.41%) Data Engineer
9 2 (5.41%) Senior Business Analyst
9 2 (5.41%) Senior Data Engineer
9 2 (5.41%) Senior Software Engineer
9 2 (5.41%) Software Team Leader
9 2 (5.41%) Team Leader
Libraries, Frameworks & Software Standards
1 17 (45.95%) Spring
2 13 (35.14%) React
3 12 (32.43%) Spring Boot
4 9 (24.32%) RESTful
5 7 (18.92%) Kafka
6 6 (16.22%) AngularJS
7 5 (13.51%) CSS
7 5 (13.51%) Hibernate
7 5 (13.51%) JPA
7 5 (13.51%) REST
8 4 (10.81%) FastAPI
9 3 (8.11%) .NET
9 3 (8.11%) .NET Framework
9 3 (8.11%) ADO.NET
9 3 (8.11%) Elastic Stack
9 3 (8.11%) Entity Framework
9 3 (8.11%) PySpark
9 3 (8.11%) Swagger
9 3 (8.11%) Web Services
10 2 (5.41%) CSS3
Miscellaneous
1 13 (35.14%) Algorithms
2 4 (10.81%) Cloud Native
3 2 (5.41%) Distributed Systems
3 2 (5.41%) Foreign Exchange (FX)
3 2 (5.41%) Onboarding
4 1 (2.70%) Analytical Mindset
4 1 (2.70%) Equity Derivative
4 1 (2.70%) IoT
Operating Systems
1 8 (21.62%) Linux
2 4 (10.81%) Unix
Processes & Methodologies
1 25 (67.57%) CI/CD
2 21 (56.76%) Agile
3 18 (48.65%) Software Engineering
4 15 (40.54%) Operational Stability
5 13 (35.14%) Machine Learning
6 12 (32.43%) Community of Practice
6 12 (32.43%) Microservices
6 12 (32.43%) SDLC
7 11 (29.73%) Artificial Intelligence
7 11 (29.73%) DevOps
8 10 (27.03%) Continuous Improvement
8 10 (27.03%) Visualisation
9 9 (24.32%) Containerisation
10 7 (18.92%) ETL
10 7 (18.92%) Test Automation
11 6 (16.22%) Data Management
11 6 (16.22%) Decision-Making
11 6 (16.22%) Front End Development
11 6 (16.22%) Full-Stack Development
12 5 (13.51%) Problem-Solving
Programming Languages
1 26 (70.27%) SQL
2 20 (54.05%) Java
3 15 (40.54%) Python
4 13 (35.14%) JavaScript
5 9 (24.32%) TypeScript
6 2 (5.41%) C#
6 2 (5.41%) Go
6 2 (5.41%) Scala
Qualifications
1 1 (2.70%) Computer Science Degree
1 1 (2.70%) Degree
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
2 3 (8.11%) QA
3 1 (2.70%) GDPR
System Software
1 12 (32.43%) Docker
Systems Management
1 14 (37.84%) Kubernetes
2 3 (8.11%) Grafana
3 2 (5.41%) Istio
3 2 (5.41%) Terraform
Vendors
1 3 (8.11%) Databricks
1 3 (8.11%) Dynatrace
1 3 (8.11%) Splunk
2 2 (5.41%) Oracle
3 1 (2.70%) IBM
3 1 (2.70%) Microsoft
3 1 (2.70%) Sybase