SQL Job Trends in Scotland

SQL (Structured Query Language)
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring SQL skills. It covers permanent job vacancies from the 6 months leading up to 18 February 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 16 8 12
Rank change year-on-year -8 +4 -1
Permanent jobs citing SQL 282 332 857
As % of all permanent jobs in Scotland 9.41% 13.74% 20.72%
As % of the Programming Languages category 41.84% 38.60% 38.21%
Number of salaries quoted 82 137 332
10th Percentile £26,250 £25,313 £31,375
25th Percentile £35,000 £31,250 £43,438
Median annual salary (50th Percentile) £45,000 £44,500 £57,500
Median % change year-on-year +1.12% -22.61% -4.17%
75th Percentile £61,250 £61,250 £72,433
90th Percentile £71,000 £85,000 £82,548
UK median annual salary £57,500 £60,000 £57,500
% change year-on-year -4.17% +4.35% -4.17%

All Programming Languages
Scotland

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 Scotland.

Permanent vacancies with a requirement for coding skills 674 860 2,243
As % of all permanent jobs advertised in Scotland 22.49% 35.58% 54.23%
Number of salaries quoted 276 469 1,024
10th Percentile £28,250 £33,750 £34,000
25th Percentile £35,000 £42,500 £43,750
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -7.60%
75th Percentile £73,829 £71,500 £68,125
90th Percentile £88,125 £90,000 £80,000
UK median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% -7.69%

SQL
Job Vacancy Trend in Scotland

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

SQL job vacancy trend in Scotland

SQL
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing SQL.

Salary distribution trend for jobs in Scotland citing SQL

SQL
Salary Histogram in Scotland

Salary distribution for jobs citing SQL in Scotland over the 6 months to 18 February 2026.

Salary histogram for SQL in Scotland

SQL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQL within the Scotland region over the 6 months to 18 February 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 +4 218 £40,000 -20.00% 36
Glasgow -15 38 £50,000 +12.36% 28
Aberdeen -1 10 - - 5
Dundee -5 10 - - 1
West Lothian -11 2 - - 12
Scottish Borders - 1 £39,594 -
SQL
UK

SQL
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:

Application Platforms
1 16 (5.67%) Oracle SOA Suite
2 12 (4.26%) Confluence
3 4 (1.42%) Apache Airflow
3 4 (1.42%) WebSphere
3 4 (1.42%) WebSphere Application Server
4 2 (0.71%) SAS
4 2 (0.71%) SharePoint
5 1 (0.35%) ArcGIS
5 1 (0.35%) Smallworld
5 1 (0.35%) WildFly
Applications
1 73 (25.89%) Microsoft Excel
2 13 (4.61%) Oracle Smart View
Business Applications
1 51 (18.09%) Oracle ERP
2 26 (9.22%) Oracle Assets
2 26 (9.22%) Oracle Financials
2 26 (9.22%) Oracle General Ledger
2 26 (9.22%) Oracle Payables
2 26 (9.22%) Oracle Receivables
3 13 (4.61%) Hyperion Planning
4 6 (2.13%) Oracle EBS
5 4 (1.42%) Markit EDM
6 2 (0.71%) Unit4 Business World
7 1 (0.35%) FIS Private Capital Suite
Cloud Services
1 177 (62.77%) Azure
2 93 (32.98%) Power Platform
3 83 (29.43%) Azure DevOps
4 55 (19.50%) Snowflake
5 54 (19.15%) GitHub
6 41 (14.54%) Azure AI
7 38 (13.48%) OCI
8 35 (12.41%) Azure Data Factory
9 30 (10.64%) AWS
9 30 (10.64%) GitHub Copilot
10 29 (10.28%) Entra ID
11 27 (9.57%) dbt
12 20 (7.09%) SaaS
13 19 (6.74%) Azure Key Vault
14 9 (3.19%) Azure Synapse Analytics
14 9 (3.19%) Power Automate
15 8 (2.84%) PowerApps
16 5 (1.77%) Microsoft 365
17 4 (1.42%) Amazon CloudWatch
17 4 (1.42%) Boomi
Communications & Networking
1 8 (2.84%) Telnet
2 3 (1.06%) DNS
2 3 (1.06%) Firewall
2 3 (1.06%) VPN
3 2 (0.71%) Broadband
4 1 (0.35%) HTTP
Database & Business Intelligence
1 93 (32.98%) Power BI
2 86 (30.50%) Tableau
3 27 (9.57%) Data Warehouse
4 21 (7.45%) SQL Server
5 16 (5.67%) Data Mining
6 15 (5.32%) Azure SQL Database
7 13 (4.61%) Essbase
7 13 (4.61%) Oracle BI Publisher
8 12 (4.26%) Metadata
9 8 (2.84%) Data Lake
10 6 (2.13%) PostgreSQL
10 6 (2.13%) Relational Database
11 4 (1.42%) Amazon RDS
11 4 (1.42%) Amazon Redshift
11 4 (1.42%) Azure SQL Data Warehouse
11 4 (1.42%) SQL Server Integration Services
12 2 (0.71%) SQL Server Reporting Services
13 1 (0.35%) GIS
13 1 (0.35%) MongoDB
13 1 (0.35%) NoSQL
Development Applications
1 61 (21.63%) Oracle Forms
2 40 (14.18%) JIRA
3 35 (12.41%) Jenkins
4 26 (9.22%) Git
5 12 (4.26%) ER Studio
5 12 (4.26%) ERwin
6 2 (0.71%) JUnit
6 2 (0.71%) Postman
7 1 (0.35%) ClearCase
7 1 (0.35%) ClearQuest
7 1 (0.35%) HP UFT
7 1 (0.35%) IntelliJ
7 1 (0.35%) jMock
7 1 (0.35%) LoadRunner
7 1 (0.35%) Visual Studio Code
General
1 175 (62.06%) Finance
2 83 (29.43%) Social Skills
3 71 (25.18%) Analytical Skills
4 12 (4.26%) Front Office
5 8 (2.84%) Documentation Skills
6 6 (2.13%) Financial Institution
6 6 (2.13%) Manufacturing
6 6 (2.13%) Marketing
6 6 (2.13%) Organisational Skills
7 4 (1.42%) Inclusion and Diversity
7 4 (1.42%) Legal
8 3 (1.06%) Law
9 2 (0.71%) Public Sector
10 1 (0.35%) Banking
10 1 (0.35%) Billing
10 1 (0.35%) Local Government
10 1 (0.35%) Police
10 1 (0.35%) Presentation Skills
10 1 (0.35%) Retail
Job Titles
1 121 (42.91%) Analyst
2 82 (29.08%) Senior
3 59 (20.92%) Data Analyst
4 55 (19.50%) Applications Engineer
5 45 (15.96%) Junior
6 40 (14.18%) Junior Analyst
6 40 (14.18%) Junior Data Analyst
7 38 (13.48%) Cloud Engineer
8 35 (12.41%) Senior Analyst
9 30 (10.64%) Applications Support
10 26 (9.22%) Oracle Analyst
10 26 (9.22%) Senior Oracle Analyst
11 22 (7.80%) Azure Engineer
11 22 (7.80%) Senior Cloud Engineer
12 17 (6.03%) Developer
12 17 (6.03%) Support Analyst
13 16 (5.67%) Applications Support Analyst
13 16 (5.67%) Trainee
13 16 (5.67%) Trainee Analyst
13 16 (5.67%) Trainee Data Analyst
Libraries, Frameworks & Software Standards
1 38 (13.48%) RESTful
2 27 (9.57%) OAuth
3 25 (8.87%) SOAP
4 20 (7.09%) JSON
4 20 (7.09%) XML
5 19 (6.74%) .NET
6 16 (5.67%) OAuth2
6 16 (5.67%) SAML
7 11 (3.90%) GraphQL
7 11 (3.90%) OpenAPI
7 11 (3.90%) Swagger
8 9 (3.19%) React
9 8 (2.84%) FIX Protocol
9 8 (2.84%) YAML
10 6 (2.13%) REST
10 6 (2.13%) Web Services
11 5 (1.77%) .NET Core
11 5 (1.77%) AngularJS
12 4 (1.42%) Entity Framework
12 4 (1.42%) React Native
Miscellaneous
1 47 (16.67%) Cloud Native
2 39 (13.83%) Enterprise Software
3 16 (5.67%) Product Ownership
4 12 (4.26%) Analytical Mindset
5 11 (3.90%) Low-Code
6 8 (2.84%) Equities
6 8 (2.84%) Fixed Income
6 8 (2.84%) Self-Motivation
7 7 (2.48%) Onboarding
8 6 (2.13%) Management Information System
9 4 (1.42%) Client/Server
9 4 (1.42%) e-Learning
10 2 (0.71%) Data Protection Act
10 2 (0.71%) Data Structures
11 1 (0.35%) AI Agents
11 1 (0.35%) Autonomous Agent
11 1 (0.35%) Freedom of Information
11 1 (0.35%) Reference Data
11 1 (0.35%) SCADA
11 1 (0.35%) Social Media
Operating Systems
1 13 (4.61%) Windows
2 9 (3.19%) Windows Server
3 5 (1.77%) Linux
4 4 (1.42%) Apple iOS
4 4 (1.42%) Unix
5 3 (1.06%) VMS
Processes & Methodologies
1 138 (48.94%) Asset Management
1 138 (48.94%) Coaching
2 120 (42.55%) Agile
3 105 (37.23%) Business Intelligence
3 105 (37.23%) DevOps
4 88 (31.21%) AI
5 86 (30.50%) CI/CD
6 69 (24.47%) ERP
7 61 (21.63%) Analytics
8 54 (19.15%) Test Automation
9 51 (18.09%) Problem-Solving
10 49 (17.38%) Mentoring
11 48 (17.02%) Data Governance
12 45 (15.96%) Migration
13 44 (15.60%) Continuous Improvement
13 44 (15.60%) Root Cause Analysis
14 41 (14.54%) Data Modelling
15 40 (14.18%) API Integration
16 39 (13.83%) Data Integration
17 38 (13.48%) Translating Business Requirements
Programming Languages
1 152 (53.90%) Python
2 50 (17.73%) Java
3 41 (14.54%) PL/SQL
4 40 (14.18%) PowerShell
5 39 (13.83%) Shell Script
6 20 (7.09%) C#
7 14 (4.96%) Groovy
8 12 (4.26%) T-SQL
9 5 (1.77%) JavaScript
10 4 (1.42%) TypeScript
11 3 (1.06%) Bicep
12 2 (0.71%) Data Analysis Expressions
12 2 (0.71%) R
13 1 (0.35%) Bash
13 1 (0.35%) Magik
Qualifications
1 40 (14.18%) Azure Certification
2 15 (5.32%) Degree
3 2 (0.71%) Computer Science Degree
4 1 (0.35%) Master's Degree
4 1 (0.35%) Six Sigma Green Belt
Quality Assurance & Compliance
1 18 (6.38%) Accessibility
2 16 (5.67%) Data Quality
3 5 (1.77%) QA
4 1 (0.35%) Actionable Recommendations
System Software
1 33 (11.70%) Active Directory
2 5 (1.77%) Docker
3 1 (0.35%) Virtual Machines
Systems Management
1 61 (21.63%) Terraform
2 35 (12.41%) Single Sign-On
3 4 (1.42%) Control-M
3 4 (1.42%) Kubernetes
Vendors
1 116 (41.13%) Microsoft
2 83 (29.43%) Oracle
3 19 (6.74%) Okta
4 13 (4.61%) Hyperion
5 12 (4.26%) Charles River
6 10 (3.55%) Databricks
7 6 (2.13%) Concur
7 6 (2.13%) SAP
8 5 (1.77%) IBM
9 4 (1.42%) Ab Initio
9 4 (1.42%) Informatica
10 3 (1.06%) Alteryx
10 3 (1.06%) Teradata
11 2 (0.71%) Dataiku
11 2 (0.71%) MuleSoft
12 1 (0.35%) Facebook
12 1 (0.35%) FIS
12 1 (0.35%) Meraki
12 1 (0.35%) OpenAI
12 1 (0.35%) Talend