SQL Contracts in Scotland

SQL (Structured Query Language)
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring SQL skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited SQL over the 6 months leading up to 11 May 2025, comparing them to the same period in the previous two years.

6 months to
11 May 2025
Same period 2024 Same period 2023
Rank 11 14 13
Rank change year-on-year +3 -1 -2
Contract jobs citing SQL 233 216 285
As % of all contract jobs advertised in Scotland 14.20% 9.96% 10.40%
As % of the Programming Languages category 36.24% 34.29% 30.22%
Number of daily rates quoted 127 149 195
10th Percentile £300 £362 £400
25th Percentile £400 £413 £425
Median daily rate (50th Percentile) £450 £475 £488
Median % change year-on-year -5.26% -2.56% +2.63%
75th Percentile £525 £543 £550
90th Percentile £563 £588 £619
UK median daily rate £500 £538 £538
% change year-on-year -6.98% - +2.38%
Number of hourly rates quoted 0 1 4
10th Percentile - - £52.07
25th Percentile - - £58.57
Median hourly rate - £21.64 £66.56
Median % change year-on-year - -67.49% +66.43%
75th Percentile - - £69.06
90th Percentile - - £69.63
UK median hourly rate £41.66 £45.00 £50.00
% change year-on-year -7.43% -10.00% +42.86%

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 643 630 943
As % of all contract IT jobs advertised in Scotland 39.18% 29.06% 34.42%
Number of daily rates quoted 363 414 681
10th Percentile £310 £363 £408
25th Percentile £409 £413 £438
Median daily rate (50th Percentile) £470 £475 £493
Median % change year-on-year -1.05% -3.55% +3.68%
75th Percentile £538 £575 £563
90th Percentile £575 £650 £673
UK median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -
Number of hourly rates quoted 8 14 13
10th Percentile - £29.60 £48.43
25th Percentile £21.00 £41.31 £51.25
Median hourly rate £23.77 £57.50 £59.03
Median % change year-on-year -58.67% -2.59% +29.03%
75th Percentile £40.72 £60.75 £67.50
90th Percentile £63.00 £62.50 £69.75
UK median hourly rate £62.50 £62.43 £61.84
% change year-on-year +0.12% +0.95% +22.45%

SQL
Job Vacancy Trend in Scotland

Job postings citing SQL as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for SQL in Scotland

SQL
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing SQL in Scotland.

Daily rate trend for SQL in Scotland

SQL
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing SQL in Scotland over the 6 months to 11 May 2025.

Daily rate histogram for SQL in Scotland

SQL
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing SQL in Scotland.

Hourly rate trend for SQL in Scotland

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 11 May 2025. 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 +2 132 £440 +1.15% 87
Edinburgh +4 75 £475 -5.00% 85
Lanarkshire - 5 £525 - 12
Stirling - 3 £400 - 1
Perthshire -1 2 - -
SQL
UK

SQL
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (5.15%) Confluence
2 6 (2.58%) Apache Airflow
3 5 (2.15%) SAS
4 3 (1.29%) Apache
4 3 (1.29%) Apache Spark
5 2 (0.86%) Tomcat
6 1 (0.43%) IIS
6 1 (0.43%) JBoss
6 1 (0.43%) Jupyter
6 1 (0.43%) nginx
6 1 (0.43%) SharePoint
6 1 (0.43%) WebLogic
6 1 (0.43%) WebSphere
Applications
1 13 (5.58%) Microsoft Excel
2 3 (1.29%) MS Visio
3 2 (0.86%) Microsoft PowerPoint
4 1 (0.43%) Adobe XD
4 1 (0.43%) Sketch
Business Applications
1 2 (0.86%) Oracle ERP
2 1 (0.43%) Oracle Applications
2 1 (0.43%) Sage 200
Cloud Services
1 54 (23.18%) Azure
2 49 (21.03%) AWS
3 24 (10.30%) Amazon S3
4 21 (9.01%) Serverless
5 18 (7.73%) AWS Lambda
6 17 (7.30%) Power Platform
7 15 (6.44%) GitHub
7 15 (6.44%) Snowflake
8 14 (6.01%) Azure DevOps
9 12 (5.15%) IaaS
10 9 (3.86%) Azure Synapse Analytics
11 8 (3.43%) AWS CloudFormation
11 8 (3.43%) GCP
12 7 (3.00%) AWS CodePipeline
12 7 (3.00%) Azure Cosmos DB
12 7 (3.00%) OCI
12 7 (3.00%) PaaS
12 7 (3.00%) SaaS
13 6 (2.58%) Amazon Cognito
13 6 (2.58%) AWS Step Functions
Communications & Networking
1 4 (1.72%) Network Security
1 4 (1.72%) VPN
2 2 (0.86%) SAN
3 1 (0.43%) Fibre Channel
3 1 (0.43%) FTP
3 1 (0.43%) Internet
3 1 (0.43%) iSCSI
3 1 (0.43%) SSL
Database & Business Intelligence
1 59 (25.32%) Relational Database
2 39 (16.74%) DB2
3 38 (16.31%) Oracle Database
4 35 (15.02%) MongoDB
5 22 (9.44%) RDBMS
6 21 (9.01%) Data Warehouse
7 16 (6.87%) PostgreSQL
7 16 (6.87%) SQL Server
8 11 (4.72%) Amazon Redshift
8 11 (4.72%) Tableau
9 10 (4.29%) Amazon Athena
10 9 (3.86%) NoSQL
10 9 (3.86%) Power BI
11 8 (3.43%) Amazon RDS
12 7 (3.00%) Azure SQL Database
13 5 (2.15%) DynamoDB
13 5 (2.15%) Oracle Reports
13 5 (2.15%) Parquet
14 4 (1.72%) MySQL
14 4 (1.72%) Oracle Exadata
Development Applications
1 44 (18.88%) Git
2 41 (17.60%) JUnit
3 19 (8.15%) GitLab
4 18 (7.73%) JIRA
5 13 (5.58%) Jenkins
5 13 (5.58%) Subversion
6 10 (4.29%) Oracle Forms
7 9 (3.86%) PVCS
8 7 (3.00%) Oracle APEX
9 6 (2.58%) Mockito
9 6 (2.58%) Selenium
10 5 (2.15%) Postman
10 5 (2.15%) Toad
11 4 (1.72%) Cucumber
12 3 (1.29%) Cypress.io
12 3 (1.29%) TeamCity
12 3 (1.29%) WebDriver
13 2 (0.86%) Bitbucket
13 2 (0.86%) Gradle
13 2 (0.86%) Zephyr
General
1 78 (33.48%) Social Skills
2 58 (24.89%) Finance
3 54 (23.18%) Analytical Skills
4 33 (14.16%) Banking
4 33 (14.16%) Public Sector
5 21 (9.01%) Front Office
6 15 (6.44%) Investment Banking
7 10 (4.29%) Back Office
8 6 (2.58%) Organisational Skills
9 5 (2.15%) Documentation Skills
9 5 (2.15%) Retail
10 4 (1.72%) Financial Institution
10 4 (1.72%) Presentation Skills
10 4 (1.72%) Retail Banking
10 4 (1.72%) Tech for Good
11 2 (0.86%) Corporate Banking
11 2 (0.86%) Inclusion and Diversity
12 1 (0.43%) Influencing Skills
12 1 (0.43%) Legal
12 1 (0.43%) Pharmaceutical
Job Titles
1 104 (44.64%) Developer
2 61 (26.18%) Java Developer
3 35 (15.02%) Analyst
4 32 (13.73%) Data Engineer
5 22 (9.44%) Oracle Developer
6 21 (9.01%) Senior
7 20 (8.58%) Linux Developer
8 19 (8.15%) SQL Developer
9 13 (5.58%) Python Engineer
10 12 (5.15%) Senior Developer
11 11 (4.72%) Lead
12 10 (4.29%) Data Analyst
12 10 (4.29%) Systems Analyst
13 9 (3.86%) Cloud Engineer
14 7 (3.00%) Core Java Developer
14 7 (3.00%) Investment Banking Java Developer
14 7 (3.00%) Linux Scripter
14 7 (3.00%) Sybase Developer
15 6 (2.58%) Azure Data Engineer
15 6 (2.58%) Azure Engineer
Libraries, Frameworks & Software Standards
1 52 (22.32%) Spring
2 36 (15.45%) Kafka
3 27 (11.59%) JMS
4 20 (8.58%) REST
5 13 (5.58%) AWS CDK
6 12 (5.15%) .NET
6 12 (5.15%) AngularJS
6 12 (5.15%) Spring Boot
7 11 (4.72%) Java EE
7 11 (4.72%) PySpark
8 10 (4.29%) JSON
9 9 (3.86%) React
10 6 (2.58%) CSS
10 6 (2.58%) HTML
11 5 (2.15%) .NET Framework
11 5 (2.15%) Hibernate
11 5 (2.15%) Node.js
12 4 (1.72%) RabbitMQ
12 4 (1.72%) RESTful
13 3 (1.29%) ASP.NET MVC
Miscellaneous
1 40 (17.17%) Data Structures
2 21 (9.01%) Equities
3 15 (6.44%) Linux Command Line
4 13 (5.58%) Algorithms
5 10 (4.29%) Data Protection Act
5 10 (4.29%) Legacy Systems
6 9 (3.86%) Distributed Systems
7 8 (3.43%) Management Information System
8 7 (3.00%) Equity Derivative
8 7 (3.00%) Product Ownership
9 6 (2.58%) Replication
9 6 (2.58%) Virtual Team
10 5 (2.15%) Cloud Native
10 5 (2.15%) Renewable Energy
11 4 (1.72%) Client/Server
11 4 (1.72%) Clustering
11 4 (1.72%) Derivative
11 4 (1.72%) Mainframe
11 4 (1.72%) Mobile App
12 3 (1.29%) Credit Risk
Operating Systems
1 77 (33.05%) Linux
2 25 (10.73%) Unix
3 10 (4.29%) Windows
4 6 (2.58%) AIX
5 5 (2.15%) Red Hat Enterprise Linux
6 4 (1.72%) Solaris
7 1 (0.43%) Data ONTAP
7 1 (0.43%) Ubuntu
7 1 (0.43%) Windows Server
Processes & Methodologies
1 88 (37.77%) Agile
2 78 (33.48%) Problem-Solving
3 47 (20.17%) CI/CD
3 47 (20.17%) DevOps
4 43 (18.45%) SDLC
5 40 (17.17%) ETL
6 39 (16.74%) Multithreading
7 35 (15.02%) Software Engineering
8 33 (14.16%) Performance Tuning
9 31 (13.30%) Data Modelling
10 27 (11.59%) Data Analysis
10 27 (11.59%) Test Automation
11 25 (10.73%) Migration
11 25 (10.73%) Open Source
12 24 (10.30%) Analytics
13 23 (9.87%) Database Tuning
14 21 (9.01%) Data Engineering
15 20 (8.58%) Concurrent Programming
15 20 (8.58%) Data Transformation
16 19 (8.15%) Computer Science
Programming Languages
1 96 (41.20%) Python
2 87 (37.34%) Java
3 44 (18.88%) PL/SQL
4 27 (11.59%) Shell Script
5 17 (7.30%) JavaScript
6 9 (3.86%) C
6 9 (3.86%) Perl
6 9 (3.86%) ProC
7 8 (3.43%) C#
8 6 (2.58%) Erlang
8 6 (2.58%) Prolog
8 6 (2.58%) VBA
9 5 (2.15%) Data Analysis Expressions
10 4 (1.72%) T-SQL
11 3 (1.29%) C++
11 3 (1.29%) PowerShell
11 3 (1.29%) VBScript
12 2 (0.86%) Bash
12 2 (0.86%) Bicep
12 2 (0.86%) TypeScript
Qualifications
1 24 (10.30%) Degree
2 9 (3.86%) Computer Science Degree
3 8 (3.43%) AWS Certification
4 4 (1.72%) ISEB
4 4 (1.72%) ISTQB
4 4 (1.72%) ISTQB Foundation Certification
5 3 (1.29%) Numerate Degree
6 2 (0.86%) AWS Certified Solutions Architect
6 2 (0.86%) Azure Certification
6 2 (0.86%) Microsoft Certification
6 2 (0.86%) SC Cleared
6 2 (0.86%) Security Cleared
6 2 (0.86%) TOGAF Certification
7 1 (0.43%) BPSS Clearance
7 1 (0.43%) CBAP
7 1 (0.43%) IIBA
Quality Assurance & Compliance
1 18 (7.73%) Disclosure Scotland
2 12 (5.15%) QA
3 10 (4.29%) Data Quality
4 3 (1.29%) Accessibility
5 2 (0.86%) GDPR
5 2 (0.86%) NCSC
6 1 (0.43%) PCI DSS
6 1 (0.43%) SLA
System Software
1 22 (9.44%) Docker
2 8 (3.43%) VMware Infrastructure
3 4 (1.72%) Oracle RAC
4 3 (1.29%) Active Directory
5 2 (0.86%) GPFS
6 1 (0.43%) NFS
6 1 (0.43%) Virtual Machines
Systems Management
1 9 (3.86%) Kubernetes
2 6 (2.58%) Grafana
3 4 (1.72%) Data Guard
3 4 (1.72%) Failover Clustering
3 4 (1.72%) Microsoft Clustering
3 4 (1.72%) Oracle Enterprise Manager
3 4 (1.72%) Oracle Flashback
4 3 (1.29%) Terraform
5 2 (0.86%) Ansible
5 2 (0.86%) Progress Chef
5 2 (0.86%) Prometheus
5 2 (0.86%) Veritas Storage Foundation
Vendors
1 63 (27.04%) Oracle
2 34 (14.59%) Sybase
3 25 (10.73%) Microsoft
4 9 (3.86%) VMware
5 7 (3.00%) IBM
6 6 (2.58%) Databricks
7 5 (2.15%) Informatica
8 4 (1.72%) Alteryx
8 4 (1.72%) Dell
8 4 (1.72%) Dynatrace
8 4 (1.72%) Red Hat
8 4 (1.72%) Teradata
9 3 (1.29%) Google
10 2 (0.86%) Avaloq
10 2 (0.86%) Brocade
10 2 (0.86%) EMC
10 2 (0.86%) MuleSoft
10 2 (0.86%) NetApp
10 2 (0.86%) StreamSets
10 2 (0.86%) Veritas