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 permanent job vacancies from the 6 months leading up to 10 March 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Mar 2026
Same period 2025 Same period 2024
Rank 93 70 73
Rank change year-on-year -23 +3 -15
Permanent jobs citing NoSQL 4 24 36
As % of all permanent jobs in Edinburgh 0.34% 2.43% 2.85%
As % of the Database & Business Intelligence category 2.38% 12.18% 12.86%
Number of salaries quoted 4 14 32
10th Percentile £89,500 £43,642 £55,250
25th Percentile £96,250 £48,094 £59,500
Median annual salary (50th Percentile) £102,500 £58,721 £70,000
Median % change year-on-year +74.55% -16.11% +0.80%
75th Percentile £115,000 £71,250 £96,726
90th Percentile - £85,000 £100,064
Scotland median annual salary £102,500 £60,000 £61,000
% change year-on-year +70.83% -1.64% -12.16%

All Database & 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 168 197 280
As % of all permanent jobs advertised in Edinburgh 14.14% 19.96% 22.13%
Number of salaries quoted 55 113 217
10th Percentile £26,000 £27,000 £41,250
25th Percentile £33,625 £46,306 £52,500
Median annual salary (50th Percentile) £40,000 £57,443 £65,000
Median % change year-on-year -30.37% -11.63% -
75th Percentile £75,000 £72,500 £75,000
90th Percentile £84,766 £98,474 £91,934
Scotland median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -4.35%

NoSQL
Job Vacancy Trend in Edinburgh

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

NoSQL job vacancy trend 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 & Capabilities in Edinburgh 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 3 (75.00%) Data Warehouse
1 3 (75.00%) Metadata
2 1 (25.00%) Big Data
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Data Architect
2 1 (25.00%) Artificial Intelligence Engineer
2 1 (25.00%) Data Engineer
2 1 (25.00%) Lead
2 1 (25.00%) Lead Architect
2 1 (25.00%) Lead Data Architect
2 1 (25.00%) Principal Architect
2 1 (25.00%) Principal Data Architect
2 1 (25.00%) Principal Data Engineer
2 1 (25.00%) Principal 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 1 (25.00%) AI Agents
1 1 (25.00%) Autonomous Agent
Processes & Methodologies
1 3 (75.00%) Data Architecture
1 3 (75.00%) Data Modelling
1 3 (75.00%) ETL
2 2 (50.00%) Analytics
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Integration
2 2 (50.00%) Master Data Management
2 2 (50.00%) Metadata Management
2 2 (50.00%) Software Architecture
3 1 (25.00%) AI
3 1 (25.00%) Architectural Patterns
3 1 (25.00%) Data Pipeline
3 1 (25.00%) Data Strategy
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) LLM
3 1 (25.00%) Machine Learning
3 1 (25.00%) Microservices
3 1 (25.00%) Open Source
3 1 (25.00%) Problem-Solving
Programming Languages
1 1 (25.00%) Python
1 1 (25.00%) SQL
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
Vendors
1 3 (75.00%) Microsoft
2 1 (25.00%) OpenAI