SQL Job Trends in Edinburgh

SQL (Structured Query Language)
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring SQL skills. It covers permanent job vacancies from the 6 months leading up to 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 8 24 15
Rank change year-on-year +16 -9 -4
Permanent jobs citing SQL 190 102 158
As % of all permanent jobs in Edinburgh 15.94% 10.48% 12.31%
As % of the Programming Languages category 44.29% 26.56% 28.32%
Number of salaries quoted 57 53 133
10th Percentile £26,000 £25,000 £46,306
25th Percentile £33,500 £42,500 £52,500
Median annual salary (50th Percentile) £45,000 £55,000 £70,000
Median % change year-on-year -18.18% -21.43% +3.50%
75th Percentile £60,000 £79,648 £80,000
90th Percentile £70,150 £93,778 £91,934
Scotland median annual salary £47,500 £45,000 £57,500
% change year-on-year +5.56% -21.74% -4.17%

All Programming Languages
Edinburgh

SQL falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in Edinburgh.

Permanent vacancies with a requirement for coding skills 429 384 558
As % of all permanent jobs advertised in Edinburgh 35.99% 39.47% 43.46%
Number of salaries quoted 196 257 447
10th Percentile £28,250 £42,000 £45,000
25th Percentile £35,000 £45,000 £50,686
Median annual salary (50th Percentile) £58,750 £60,000 £61,000
Median % change year-on-year -2.08% -1.64% -6.15%
75th Percentile £77,890 £80,000 £75,000
90th Percentile £88,750 £98,474 £91,934
Scotland median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -8.33%

SQL
Job Vacancy Trend in Edinburgh

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

SQL job vacancy trend in Edinburgh

SQL
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing SQL.

Salary distribution trend for jobs in Edinburgh citing SQL

SQL
Salary Histogram in Edinburgh

Salary distribution for jobs citing SQL in Edinburgh over the 6 months to 17 March 2026.

Salary histogram for SQL in Edinburgh

SQL
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:

Application Platforms
1 11 (5.79%) Oracle SOA Suite
2 7 (3.68%) Apache Airflow
3 5 (2.63%) Confluence
4 2 (1.05%) Apache
5 1 (0.53%) Apache Spark
5 1 (0.53%) ArcGIS
5 1 (0.53%) SAS
5 1 (0.53%) SharePoint
5 1 (0.53%) Smallworld
5 1 (0.53%) WildFly
Applications
1 30 (15.79%) Microsoft Excel
2 10 (5.26%) Oracle Smart View
Business Applications
1 35 (18.42%) Oracle ERP
2 20 (10.53%) Oracle Assets
2 20 (10.53%) Oracle Financials
2 20 (10.53%) Oracle General Ledger
2 20 (10.53%) Oracle Payables
2 20 (10.53%) Oracle Receivables
3 10 (5.26%) Hyperion Planning
4 4 (2.11%) Markit EDM
4 4 (2.11%) Unit4 Business World
5 1 (0.53%) FIS Private Capital Suite
5 1 (0.53%) Oracle EBS
Cloud Services
1 114 (60.00%) Azure
2 60 (31.58%) Azure DevOps
3 43 (22.63%) Snowflake
4 40 (21.05%) GitHub
4 40 (21.05%) Power Platform
5 30 (15.79%) Azure Data Factory
6 27 (14.21%) dbt
7 25 (13.16%) GitHub Copilot
7 25 (13.16%) OCI
8 21 (11.05%) Entra ID
9 20 (10.53%) AWS
10 19 (10.00%) Azure Key Vault
11 14 (7.37%) Azure AI
11 14 (7.37%) SaaS
12 7 (3.68%) Azure Synapse Analytics
12 7 (3.68%) Power Automate
13 5 (2.63%) GCP
14 4 (2.11%) Amazon CloudWatch
14 4 (2.11%) Boomi
14 4 (2.11%) iPaaS
Communications & Networking
1 8 (4.21%) Telnet
Database & Business Intelligence
1 41 (21.58%) Tableau
2 40 (21.05%) Power BI
3 20 (10.53%) Data Warehouse
4 12 (6.32%) Data Mining
4 12 (6.32%) Metadata
4 12 (6.32%) SQL Server
5 10 (5.26%) Essbase
5 10 (5.26%) Oracle BI Publisher
6 9 (4.74%) Azure SQL Database
7 8 (4.21%) Data Lake
8 7 (3.68%) PostgreSQL
9 5 (2.63%) Relational Database
10 4 (2.11%) Amazon RDS
10 4 (2.11%) Amazon Redshift
10 4 (2.11%) SQL Server Integration Services
11 3 (1.58%) Azure SQL Data Warehouse
11 3 (1.58%) BigQuery
12 2 (1.05%) Big Data
13 1 (0.53%) GIS
13 1 (0.53%) NoSQL
Development Applications
1 45 (23.68%) Oracle Forms
2 25 (13.16%) Jenkins
3 24 (12.63%) JIRA
4 16 (8.42%) Git
5 8 (4.21%) ERwin
6 7 (3.68%) ER Studio
7 2 (1.05%) JUnit
8 1 (0.53%) ClearCase
8 1 (0.53%) ClearQuest
8 1 (0.53%) HP UFT
8 1 (0.53%) IntelliJ
8 1 (0.53%) jMock
8 1 (0.53%) LoadRunner
8 1 (0.53%) Visual Studio Code
General
1 129 (67.89%) Finance
2 45 (23.68%) Analytical Skills
3 37 (19.47%) Social Skills
4 11 (5.79%) Front Office
5 6 (3.16%) Financial Institution
5 6 (3.16%) Inclusion and Diversity
6 4 (2.11%) Documentation Skills
7 3 (1.58%) Public Sector
8 1 (0.53%) Banking
8 1 (0.53%) Local Government
8 1 (0.53%) Manufacturing
8 1 (0.53%) Retail
Job Titles
1 68 (35.79%) Analyst
2 65 (34.21%) Senior
3 43 (22.63%) Applications Engineer
4 30 (15.79%) Senior Analyst
5 28 (14.74%) Data Analyst
6 25 (13.16%) Cloud Engineer
7 20 (10.53%) Oracle Analyst
7 20 (10.53%) Senior Oracle Analyst
8 19 (10.00%) Applications Support
8 19 (10.00%) Azure Engineer
8 19 (10.00%) Junior
9 15 (7.89%) Data Engineer
10 14 (7.37%) ERP Analyst
10 14 (7.37%) Junior Analyst
10 14 (7.37%) Junior Data Analyst
10 14 (7.37%) Senior Cloud Engineer
11 12 (6.32%) Trainee
11 12 (6.32%) Trainee Analyst
11 12 (6.32%) Trainee Data Analyst
12 11 (5.79%) Applications Support Engineer
Libraries, Frameworks & Software Standards
1 26 (13.68%) RESTful
2 22 (11.58%) OAuth
3 18 (9.47%) SOAP
4 14 (7.37%) .NET
4 14 (7.37%) JSON
4 14 (7.37%) XML
5 11 (5.79%) GraphQL
5 11 (5.79%) OAuth2
5 11 (5.79%) OpenAPI
5 11 (5.79%) SAML
5 11 (5.79%) Swagger
6 8 (4.21%) FIX Protocol
6 8 (4.21%) YAML
7 6 (3.16%) Web Services
8 4 (2.11%) .NET Core
8 4 (2.11%) .NET Framework
8 4 (2.11%) AngularJS
8 4 (2.11%) Entity Framework
8 4 (2.11%) REST
9 2 (1.05%) React
Miscellaneous
1 36 (18.95%) Cloud Native
2 29 (15.26%) Enterprise Software
3 8 (4.21%) Equities
3 8 (4.21%) Fixed Income
3 8 (4.21%) Low-Code
4 7 (3.68%) Self-Motivation
5 6 (3.16%) Product Ownership
6 4 (2.11%) Analytical Mindset
6 4 (2.11%) Client/Server
6 4 (2.11%) e-Learning
7 2 (1.05%) Data Protection Act
8 1 (0.53%) AI Agents
8 1 (0.53%) Autonomous Agent
8 1 (0.53%) Data Structures
8 1 (0.53%) Reference Data
8 1 (0.53%) SCADA
Operating Systems
1 12 (6.32%) Windows
2 8 (4.21%) Windows Server
3 5 (2.63%) Linux
4 4 (2.11%) Unix
Processes & Methodologies
1 106 (55.79%) Asset Management
1 106 (55.79%) Coaching
2 86 (45.26%) Agile
3 81 (42.63%) DevOps
4 70 (36.84%) CI/CD
5 50 (26.32%) ERP
6 49 (25.79%) Business Intelligence
7 45 (23.68%) Analytics
7 45 (23.68%) Mentoring
8 44 (23.16%) AI
9 41 (21.58%) Test Automation
10 38 (20.00%) Data Governance
11 37 (19.47%) Data Modelling
12 34 (17.89%) Problem-Solving
13 33 (17.37%) Data Integration
14 32 (16.84%) Root Cause Analysis
15 30 (15.79%) API Integration
16 28 (14.74%) Continuous Improvement
16 28 (14.74%) Migration
17 26 (13.68%) Data Analysis
Programming Languages
1 94 (49.47%) Python
2 35 (18.42%) PowerShell
3 34 (17.89%) Java
4 29 (15.26%) Shell Script
5 26 (13.68%) PL/SQL
6 17 (8.95%) C#
7 10 (5.26%) Groovy
8 7 (3.68%) T-SQL
9 2 (1.05%) JavaScript
10 1 (0.53%) Magik
10 1 (0.53%) R
Qualifications
1 14 (7.37%) Azure Certification
2 6 (3.16%) Degree
3 1 (0.53%) Computer Science Degree
3 1 (0.53%) Master's Degree
Quality Assurance & Compliance
1 17 (8.95%) Data Quality
2 11 (5.79%) Accessibility
3 1 (0.53%) GDPR
3 1 (0.53%) QA
System Software
1 25 (13.16%) Active Directory
2 1 (0.53%) Docker
Systems Management
1 49 (25.79%) Terraform
2 25 (13.16%) Single Sign-On
3 4 (2.11%) Control-M
Vendors
1 76 (40.00%) Microsoft
2 63 (33.16%) Oracle
3 14 (7.37%) Okta
4 11 (5.79%) Charles River
5 10 (5.26%) Databricks
5 10 (5.26%) Hyperion
6 5 (2.63%) IBM
7 4 (2.11%) Ab Initio
7 4 (2.11%) Google
7 4 (2.11%) Informatica
8 2 (1.05%) Pega
9 1 (0.53%) Concur
9 1 (0.53%) Dataiku
9 1 (0.53%) ESRI
9 1 (0.53%) FIS
9 1 (0.53%) OpenAI
9 1 (0.53%) SAP