SQL Contract Job Trends in Scotland

SQL (Structured Query Language)
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring SQL skills. It covers contract job vacancies from the 6 months leading up to 21 January 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Jan 2026
Same period 2025 Same period 2024
Rank 13 8 12
Rank change year-on-year -5 +4 +5
Contract jobs citing SQL 173 230 265
As % of all contract jobs in Scotland 11.82% 14.55% 11.49%
As % of the Programming Languages category 33.21% 38.08% 37.32%
Number of daily rates quoted 97 140 170
10th Percentile £330 £356 £400
25th Percentile £406 £412 £442
Median daily rate (50th Percentile) £500 £450 £500
Median % change year-on-year +11.05% -9.95% +11.11%
75th Percentile £588 £519 £588
90th Percentile £645 £551 £650
UK median daily rate £500 £516 £540
% change year-on-year -3.15% -4.40% -1.82%
Number of hourly rates quoted 0 2 1
Median hourly rate - £19.59 £21.64
Median % change year-on-year - -9.47% -54.44%
UK median hourly rate £47.11 £50.00 £43.50
% change year-on-year -5.78% +14.94% -12.56%

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 contract job vacancies requiring coding skills in Scotland.

Contract vacancies with a requirement for coding skills 521 604 710
As % of all contract IT jobs advertised in Scotland 35.59% 38.20% 30.79%
Number of daily rates quoted 293 322 447
10th Percentile £321 £350 £400
25th Percentile £408 £409 £438
Median daily rate (50th Percentile) £499 £469 £520
Median % change year-on-year +6.40% -9.81% +6.12%
75th Percentile £575 £538 £600
90th Percentile £625 £580 £700
UK median daily rate £503 £525 £540
% change year-on-year -4.29% -2.78% -4.64%
Number of hourly rates quoted 8 10 11
10th Percentile £52.63 £19.59 £50.00
25th Percentile £54.69 £21.00 £53.10
Median hourly rate £59.36 £23.77 £60.50
Median % change year-on-year +149.76% -60.71% +7.86%
75th Percentile £67.00 £44.57 £67.63
90th Percentile £75.00 £70.50 £78.00
UK median hourly rate £65.00 £62.50 £60.00
% change year-on-year +4.00% +4.17% -7.69%

SQL
Job Vacancy Trend in Scotland

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

SQL job vacancy trend in Scotland

SQL
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing SQL.

Contractor daily rate distribution trend for jobs in Scotland citing SQL

SQL
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing SQL in Scotland over the 6 months to 21 January 2026.

Daily rate histogram for SQL in Scotland

SQL
Hourly Rate Trend in Scotland

Contractor hourly rate distribution trend for jobs in Scotland citing SQL.

Contractor hourly rate distribution trend for jobs in Scotland citing SQL

SQL
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SQL within the Scotland region over the 6 months to 21 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -1 86 £437 +2.82% 29
Edinburgh -4 75 £525 +12.90% 50
Perthshire +2 4 £763 +8.93%
West Lothian +3 2 £69 -77.00% 12
Aberdeen +1 2 £513 +13.89% 17
Aberdeenshire - 1 £600 - 2
Highlands - 1 £308 - 1
Dumfries and Galloway - 1 £513 -
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 8 (4.62%) Apache
2 5 (2.89%) Apache Spark
2 5 (2.89%) CMS
3 4 (2.31%) Tomcat
4 3 (1.73%) Apache Airflow
5 2 (1.16%) Apache Geronimo
5 2 (1.16%) Apache ServiceMix
5 2 (1.16%) ArcGIS
5 2 (1.16%) FileNet
5 2 (1.16%) Red Hat Fuse
5 2 (1.16%) SAS
5 2 (1.16%) Smallworld
5 2 (1.16%) WebSphere
6 1 (0.58%) Confluence
6 1 (0.58%) nginx
6 1 (0.58%) SharePoint
Applications
1 22 (12.72%) Microsoft Excel
2 10 (5.78%) Microsoft PowerPoint
3 7 (4.05%) Microsoft Office
4 1 (0.58%) MS Visio
Business Applications
1 1 (0.58%) Dynamics CRM
Cloud Services
1 58 (33.53%) Azure
2 32 (18.50%) AWS
3 23 (13.29%) Snowflake
4 17 (9.83%) Power Platform
5 15 (8.67%) Azure DevOps
6 11 (6.36%) GCP
7 10 (5.78%) GitHub
8 9 (5.20%) AWS CloudFormation
9 8 (4.62%) Azure Data Factory
10 7 (4.05%) Serverless
11 6 (3.47%) Collibra
11 6 (3.47%) Power Automate
12 5 (2.89%) Amazon S3
12 5 (2.89%) AWS Lambda
13 4 (2.31%) Azure Synapse Analytics
13 4 (2.31%) Microsoft Purview
13 4 (2.31%) OpenShift
14 3 (1.73%) Azure Cosmos DB
14 3 (1.73%) Entra ID
14 3 (1.73%) Virtual Private Cloud
Communications & Networking
1 1 (0.58%) DNS
1 1 (0.58%) Firewall
1 1 (0.58%) HTTP
1 1 (0.58%) Intranet
1 1 (0.58%) Network Security
1 1 (0.58%) TCP/IP
1 1 (0.58%) VPN
Database & Business Intelligence
1 40 (23.12%) Relational Database
2 22 (12.72%) SQL Server
3 20 (11.56%) Data Warehouse
4 17 (9.83%) Power BI
5 15 (8.67%) Data Lake
5 15 (8.67%) PostgreSQL
6 11 (6.36%) Metadata
7 10 (5.78%) Oracle Database
8 9 (5.20%) MongoDB
8 9 (5.20%) NoSQL
9 8 (4.62%) DB2
10 7 (4.05%) RDBMS
10 7 (4.05%) Tableau
11 6 (3.47%) Tick Data
12 5 (2.89%) BigQuery
12 5 (2.89%) Delta Lake
13 4 (2.31%) Snowflake Schema
14 3 (1.73%) Data Vault
14 3 (1.73%) GIS
14 3 (1.73%) SQL Server Reporting Services
Development Applications
1 9 (5.20%) JUnit
2 8 (4.62%) ClearCase
2 8 (4.62%) Git
3 7 (4.05%) ERwin
3 7 (4.05%) GitLab
4 6 (3.47%) JIRA
4 6 (3.47%) Visual Studio
5 4 (2.31%) ER Studio
6 3 (1.73%) Jenkins
6 3 (1.73%) MLflow
7 2 (1.16%) Bitbucket
7 2 (1.16%) Cypress.io
7 2 (1.16%) Subversion
8 1 (0.58%) Artifactory
8 1 (0.58%) git-flow
8 1 (0.58%) Oracle APEX
8 1 (0.58%) Oracle Forms
8 1 (0.58%) TestComplete
8 1 (0.58%) Zephyr
General
1 57 (32.95%) Finance
2 45 (26.01%) Social Skills
3 35 (20.23%) Analytical Skills
4 30 (17.34%) Banking
5 19 (10.98%) Public Sector
6 17 (9.83%) Investment Banking
7 8 (4.62%) Front Office
8 6 (3.47%) Retail Banking
9 5 (2.89%) Documentation Skills
10 2 (1.16%) Corporate Banking
10 2 (1.16%) Financial Institution
10 2 (1.16%) Marketing
10 2 (1.16%) Retail
11 1 (0.58%) Legal
11 1 (0.58%) Manufacturing
11 1 (0.58%) Organisational Skills
Job Titles
1 50 (28.90%) Analyst
2 40 (23.12%) Developer
3 29 (16.76%) Data Analyst
4 27 (15.61%) Java Developer
5 20 (11.56%) Data Engineer
6 17 (9.83%) SQL Developer
7 13 (7.51%) Data Modeller
8 10 (5.78%) Senior
9 9 (5.20%) Business Analyst
10 8 (4.62%) DBA
10 8 (4.62%) Investment Banking Java Developer
10 8 (4.62%) Linux Developer
10 8 (4.62%) Sybase Developer
11 7 (4.05%) Cybersecurity Analyst
12 6 (3.47%) Python Engineer
12 6 (3.47%) Report Analyst
12 6 (3.47%) Security Analyst
12 6 (3.47%) Security Engineer
12 6 (3.47%) Systems Engineer
13 5 (2.89%) Software Engineer
Libraries, Frameworks & Software Standards
1 28 (16.18%) Spring
2 18 (10.40%) Kafka
3 14 (8.09%) PySpark
4 12 (6.94%) .NET
4 12 (6.94%) Spring Boot
5 10 (5.78%) React
6 9 (5.20%) REST
7 8 (4.62%) JMS
8 7 (4.05%) XML
9 6 (3.47%) Hibernate
9 6 (3.47%) NumPy
9 6 (3.47%) Pandas
10 5 (2.89%) Ext JS
10 5 (2.89%) SOAP
10 5 (2.89%) Web Services
11 4 (2.31%) JSON
11 4 (2.31%) RESTful
11 4 (2.31%) Spring Web Flow
11 4 (2.31%) Thymeleaf
12 3 (1.73%) OAuth2
Miscellaneous
1 16 (9.25%) Data Structures
2 11 (6.36%) CMDB
3 10 (5.78%) Data Protection Act
3 10 (5.78%) Self-Motivation
4 9 (5.20%) Linux Command Line
5 8 (4.62%) Equities
5 8 (4.62%) Virtual Team
6 6 (3.47%) Data Centre
7 5 (2.89%) Legacy Systems
7 5 (2.89%) Replication
8 4 (2.31%) Onboarding
8 4 (2.31%) SCADA
9 3 (1.73%) Algorithms
9 3 (1.73%) Analytical Mindset
9 3 (1.73%) Legacy Applications
10 2 (1.16%) BBC
10 2 (1.16%) Cloud Native
10 2 (1.16%) Distributed Systems
10 2 (1.16%) Greenfield Project
10 2 (1.16%) Management Information System
Operating Systems
1 36 (20.81%) Linux
2 13 (7.51%) Windows
3 10 (5.78%) Unix
4 1 (0.58%) VMS
Processes & Methodologies
1 49 (28.32%) Agile
1 49 (28.32%) Data Modelling
2 41 (23.70%) Problem-Solving
3 39 (22.54%) Analytics
4 38 (21.97%) DevOps
5 25 (14.45%) CI/CD
5 25 (14.45%) Data Analysis
5 25 (14.45%) Migration
6 23 (13.29%) Data Governance
7 22 (12.72%) Performance Tuning
8 21 (12.14%) Data Architecture
9 18 (10.40%) Business Intelligence
9 18 (10.40%) Data Lineage
9 18 (10.40%) Data Pipeline
9 18 (10.40%) Software Engineering
10 17 (9.83%) Visualisation
11 16 (9.25%) ITIL
12 15 (8.67%) ETL
12 15 (8.67%) Multithreading
13 14 (8.09%) Data Management
Programming Languages
1 63 (36.42%) Python
2 47 (27.17%) Java
3 17 (9.83%) Shell Script
4 12 (6.94%) PL/SQL
4 12 (6.94%) PowerShell
5 11 (6.36%) C#
6 8 (4.62%) C
6 8 (4.62%) C++
7 6 (3.47%) JavaScript
8 4 (2.31%) TypeScript
9 3 (1.73%) Bash
9 3 (1.73%) Bicep
9 3 (1.73%) Data Analysis Expressions
9 3 (1.73%) T-SQL
10 2 (1.16%) Magik
10 2 (1.16%) PHP
11 1 (0.58%) BeanShell
11 1 (0.58%) Go
11 1 (0.58%) VB
11 1 (0.58%) VBA
Qualifications
1 11 (6.36%) Degree
2 8 (4.62%) Security Cleared
3 6 (3.47%) ITIL Certification
4 5 (2.89%) Computer Science Degree
5 2 (1.16%) BPSS Clearance
6 1 (0.58%) AWS Certification
6 1 (0.58%) AWS Certified DevOps Engineer
6 1 (0.58%) CEH
6 1 (0.58%) CISSP
6 1 (0.58%) CompTIA Security+
6 1 (0.58%) Master's Degree
6 1 (0.58%) PhD
Quality Assurance & Compliance
1 24 (13.87%) Data Quality
2 8 (4.62%) GDPR
3 7 (4.05%) QA
4 6 (3.47%) Disclosure Scotland
5 4 (2.31%) Accessibility
6 1 (0.58%) SLA
System Software
1 8 (4.62%) Docker
2 3 (1.73%) Active Directory
3 1 (0.58%) Oracle RAC
Systems Management
1 9 (5.20%) Terraform
2 7 (4.05%) Ansible
3 6 (3.47%) Kubernetes
4 5 (2.89%) Grafana
5 2 (1.16%) Kibana
5 2 (1.16%) logstash
5 2 (1.16%) Progress Chef
5 2 (1.16%) Prometheus
6 1 (0.58%) Data Guard
6 1 (0.58%) Kustomize
6 1 (0.58%) linkerd
6 1 (0.58%) Oracle RMAN
6 1 (0.58%) Oracle ZFS
Vendors
1 35 (20.23%) Oracle
2 21 (12.14%) Databricks
3 15 (8.67%) Microsoft
4 14 (8.09%) ServiceNow
5 8 (4.62%) NetApp
5 8 (4.62%) Sybase
6 6 (3.47%) Teradata
7 5 (2.89%) IBM
7 5 (2.89%) Informatica
7 5 (2.89%) Talend
8 4 (2.31%) Greenplum
9 3 (1.73%) Cloudera
9 3 (1.73%) Google
9 3 (1.73%) Splunk
10 2 (1.16%) Ab Initio
10 2 (1.16%) ESRI
10 2 (1.16%) Genesys
10 2 (1.16%) KANA
10 2 (1.16%) Salesforce
10 2 (1.16%) TIBCO