NoSQL Job Trends in Scotland

NoSQL
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring NoSQL skills. It covers permanent job vacancies from the 6 months leading up to 15 May 2026, with comparisons to the same periods in the previous two years.

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 135 108 31
Rank change year-on-year -27 -77 +63
Permanent jobs citing NoSQL 4 28 717
As % of all permanent jobs in Scotland 0.12% 1.44% 11.36%
As % of the Database & Business Intelligence category 1.69% 8.51% 39.44%
Number of salaries quoted 4 15 43
10th Percentile £78,875 £44,392 £31,250
25th Percentile £82,813 £51,474 £38,125
Median annual salary (50th Percentile) £100,000 £67,500 £61,000
Median % change year-on-year +48.15% +10.66% -12.16%
75th Percentile £109,375 £77,625 £77,500
90th Percentile £112,750 £84,100 £99,308
UK median annual salary £70,500 £70,000 £67,500
% change year-on-year +0.71% +3.70% -7.53%

All Database & 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 237 329 1,818
As % of all permanent jobs advertised in Scotland 7.24% 16.89% 28.81%
Number of salaries quoted 71 166 469
10th Percentile £27,500 £34,375 £32,500
25th Percentile £35,000 £45,000 £40,800
Median annual salary (50th Percentile) £52,500 £55,000 £52,500
Median % change year-on-year -4.55% +4.76% -12.50%
75th Percentile £74,375 £72,250 £65,000
90th Percentile £88,750 £96,126 £76,250
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

NoSQL
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing NoSQL relative to all permanent IT jobs advertised in Scotland.

NoSQL job vacancy trend in Scotland

NoSQL
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing NoSQL.

Salary distribution trend for jobs in Scotland citing NoSQL

NoSQL
Salary Histogram in Scotland

Salary distribution for jobs citing NoSQL in Scotland over the 6 months to 15 May 2026.

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 15 May 2026. 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 3 £100,000 +66.67% 5
Glasgow -23 1 £77,500 +10.71%
NoSQL
UK

NoSQL
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (25.00%) Azure
Database & Business Intelligence
1 2 (50.00%) Data Warehouse
1 2 (50.00%) Metadata
2 1 (25.00%) Big Data
Job Titles
1 1 (25.00%) Architect
1 1 (25.00%) Artificial Intelligence Engineer
1 1 (25.00%) Data Architect
1 1 (25.00%) Data Engineer
1 1 (25.00%) Lead
1 1 (25.00%) Lead Architect
1 1 (25.00%) Lead Data Architect
1 1 (25.00%) Principal Data Engineer
1 1 (25.00%) Principal Engineer
1 1 (25.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) CrewAI
1 1 (25.00%) LangGraph
1 1 (25.00%) NumPy
1 1 (25.00%) PyTorch
1 1 (25.00%) scikit-learn
1 1 (25.00%) TensorFlow
Miscellaneous
1 2 (50.00%) AI Agents
2 1 (25.00%) Autonomous Agent
2 1 (25.00%) Cloud Native
2 1 (25.00%) Distributed Systems
2 1 (25.00%) Educational Technology
Processes & Methodologies
1 2 (50.00%) Data Architecture
1 2 (50.00%) Data Modelling
1 2 (50.00%) ETL
2 1 (25.00%) AI
2 1 (25.00%) Analytics
2 1 (25.00%) Capacity Planning
2 1 (25.00%) Data Governance
2 1 (25.00%) Data Integration
2 1 (25.00%) Incident Response
2 1 (25.00%) Kimball Methodology
2 1 (25.00%) LLM
2 1 (25.00%) Machine Learning
2 1 (25.00%) Master Data Management
2 1 (25.00%) Metadata Management
2 1 (25.00%) Microservices
2 1 (25.00%) Open Source
2 1 (25.00%) Roadmaps
2 1 (25.00%) Software Architecture
2 1 (25.00%) Software Engineering
2 1 (25.00%) Test Automation
Programming Languages
1 1 (25.00%) Python
1 1 (25.00%) SQL
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
Vendors
1 2 (50.00%) Microsoft
2 1 (25.00%) OpenAI