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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 12 14 13
Rank change year-on-year +2 -1 -2
Contract jobs citing SQL 238 225 295
As % of all contract jobs advertised in Scotland 14.75% 10.14% 10.31%
As % of the Programming Languages category 36.79% 33.43% 29.47%
Number of daily rates quoted 132 155 206
10th Percentile £300 £363 £400
25th Percentile £400 £414 £425
Median daily rate (50th Percentile) £450 £475 £488
Median % change year-on-year -5.26% -2.56% +2.63%
75th Percentile £525 £550 £550
90th Percentile £561 £600 £625
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 £42.66 £42.50 £50.00
% change year-on-year +0.37% -15.00% +40.85%

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 647 673 1,001
As % of all contract IT jobs advertised in Scotland 40.09% 30.32% 34.98%
Number of daily rates quoted 366 442 730
10th Percentile £313 £369 £406
25th Percentile £408 £415 £438
Median daily rate (50th Percentile) £470 £485 £493
Median % change year-on-year -3.09% -1.67% +3.84%
75th Percentile £538 £588 £557
90th Percentile £575 £655 £675
UK median daily rate £525 £525 £550
% change year-on-year - -4.55% -
Number of hourly rates quoted 8 14 14
10th Percentile - £29.60 £48.79
25th Percentile £21.00 £41.31 £52.50
Median hourly rate £23.77 £57.50 £59.79
Median % change year-on-year -58.67% -3.83% +27.21%
75th Percentile £40.72 £60.75 £67.27
90th Percentile £63.00 £62.50 £69.63
UK median hourly rate £62.50 £60.50 £60.70
% change year-on-year +3.31% -0.33% +21.40%

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 30 April 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 30 April 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 +2 131 £440 -2.87% 65
Edinburgh +5 79 £475 -6.13% 46
Lanarkshire - 6 £525 - 8
Stirling - 3 £400 - 2
Perthshire -1 2 - -
Renfrewshire - 1 £500 - 34
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 11 (4.62%) Confluence
2 7 (2.94%) Apache Airflow
3 5 (2.10%) SAS
4 3 (1.26%) Apache
4 3 (1.26%) IIS
5 2 (0.84%) Apache Spark
5 2 (0.84%) CMS
5 2 (0.84%) Headless CMS
5 2 (0.84%) Tomcat
6 1 (0.42%) JBoss
6 1 (0.42%) Jupyter
6 1 (0.42%) Microsoft Exchange
6 1 (0.42%) nginx
6 1 (0.42%) SharePoint
6 1 (0.42%) WebLogic
6 1 (0.42%) WebSphere
Applications
1 13 (5.46%) Microsoft Excel
2 3 (1.26%) MS Visio
3 2 (0.84%) Microsoft PowerPoint
4 1 (0.42%) Adobe XD
4 1 (0.42%) Sketch
Business Applications
1 2 (0.84%) Oracle ERP
2 1 (0.42%) Oracle Applications
2 1 (0.42%) Sage 200
Cloud Services
1 52 (21.85%) Azure
2 48 (20.17%) AWS
3 26 (10.92%) Amazon S3
4 23 (9.66%) Serverless
5 20 (8.40%) AWS Lambda
6 18 (7.56%) Power Platform
7 17 (7.14%) GitHub
8 15 (6.30%) Snowflake
9 14 (5.88%) Azure DevOps
10 11 (4.62%) IaaS
11 9 (3.78%) Azure Synapse Analytics
12 8 (3.36%) Amazon Cognito
12 8 (3.36%) AWS CloudFormation
13 7 (2.94%) Amazon CloudWatch
13 7 (2.94%) AWS CloudTrail
13 7 (2.94%) AWS CodePipeline
13 7 (2.94%) Azure Cosmos DB
13 7 (2.94%) OCI
13 7 (2.94%) PaaS
14 6 (2.52%) AWS Step Functions
Communications & Networking
1 5 (2.10%) Network Security
2 4 (1.68%) VPN
3 3 (1.26%) SSL
4 2 (0.84%) HTTP
4 2 (0.84%) HTTPS
4 2 (0.84%) SAN
5 1 (0.42%) DHCP
5 1 (0.42%) DNS
5 1 (0.42%) Fibre Channel
5 1 (0.42%) Firewall
5 1 (0.42%) FTP
5 1 (0.42%) iSCSI
Database & Business Intelligence
1 58 (24.37%) Relational Database
2 41 (17.23%) DB2
3 38 (15.97%) Oracle Database
4 34 (14.29%) MongoDB
5 23 (9.66%) RDBMS
6 21 (8.82%) Data Warehouse
7 18 (7.56%) PostgreSQL
8 15 (6.30%) SQL Server
9 12 (5.04%) Amazon Athena
10 11 (4.62%) Amazon Redshift
10 11 (4.62%) Tableau
11 10 (4.20%) NoSQL
11 10 (4.20%) Power BI
12 8 (3.36%) Amazon RDS
13 7 (2.94%) Azure SQL Database
13 7 (2.94%) DynamoDB
13 7 (2.94%) Parquet
14 5 (2.10%) Oracle Reports
15 4 (1.68%) Hadoop
15 4 (1.68%) Oracle Exadata
Development Applications
1 41 (17.23%) Git
2 40 (16.81%) JUnit
3 20 (8.40%) JIRA
4 17 (7.14%) GitLab
5 13 (5.46%) Subversion
6 12 (5.04%) Jenkins
7 10 (4.20%) Oracle Forms
8 9 (3.78%) PVCS
9 7 (2.94%) Oracle APEX
10 6 (2.52%) Selenium
11 5 (2.10%) Postman
11 5 (2.10%) Toad
12 4 (1.68%) Cucumber
12 4 (1.68%) Mockito
13 3 (1.26%) Cypress.io
13 3 (1.26%) TeamCity
13 3 (1.26%) WebDriver
14 2 (0.84%) Bitbucket
15 1 (0.42%) Ranorex
15 1 (0.42%) Zephyr
General
1 80 (33.61%) Social Skills
2 57 (23.95%) Finance
3 54 (22.69%) Analytical Skills
4 34 (14.29%) Banking
4 34 (14.29%) Public Sector
5 22 (9.24%) Front Office
6 14 (5.88%) Investment Banking
7 10 (4.20%) Back Office
8 6 (2.52%) Organisational Skills
9 5 (2.10%) Retail
10 4 (1.68%) Documentation Skills
10 4 (1.68%) Presentation Skills
10 4 (1.68%) Retail Banking
10 4 (1.68%) Tech for Good
11 3 (1.26%) Financial Institution
12 2 (0.84%) Corporate Banking
12 2 (0.84%) Inclusion and Diversity
13 1 (0.42%) Influencing Skills
13 1 (0.42%) Legal
13 1 (0.42%) Pharmaceutical
Job Titles
1 108 (45.38%) Developer
2 61 (25.63%) Java Developer
3 32 (13.45%) Analyst
3 32 (13.45%) Data Engineer
4 22 (9.24%) Oracle Developer
5 20 (8.40%) Linux Developer
6 19 (7.98%) Senior
7 18 (7.56%) SQL Developer
8 12 (5.04%) Lead
8 12 (5.04%) Python Engineer
9 10 (4.20%) Cloud Engineer
9 10 (4.20%) Data Analyst
9 10 (4.20%) Senior Developer
10 9 (3.78%) Systems Analyst
11 8 (3.36%) Linux Scripter
12 7 (2.94%) Investment Banking Java Developer
12 7 (2.94%) Sybase Developer
13 6 (2.52%) Azure Data Engineer
13 6 (2.52%) Azure Engineer
13 6 (2.52%) Cloud Developer
Libraries, Frameworks & Software Standards
1 50 (21.01%) Spring
2 36 (15.13%) Kafka
3 27 (11.34%) JMS
4 23 (9.66%) REST
5 15 (6.30%) AWS CDK
6 13 (5.46%) Spring Boot
7 12 (5.04%) .NET
7 12 (5.04%) JSON
8 11 (4.62%) Java EE
8 11 (4.62%) PySpark
9 10 (4.20%) AngularJS
10 8 (3.36%) CSS
10 8 (3.36%) Middleware
11 7 (2.94%) React
12 6 (2.52%) HTML
13 5 (2.10%) .NET Framework
13 5 (2.10%) Node.js
13 5 (2.10%) SOAP
14 4 (1.68%) Playwright
15 3 (1.26%) Blazor
Miscellaneous
1 41 (17.23%) Data Structures
2 20 (8.40%) Equities
3 16 (6.72%) Algorithms
4 14 (5.88%) Linux Command Line
5 12 (5.04%) Data Protection Act
6 10 (4.20%) Legacy Systems
7 8 (3.36%) Distributed Systems
8 7 (2.94%) Management Information System
8 7 (2.94%) Product Ownership
9 6 (2.52%) Equity Derivative
9 6 (2.52%) Virtual Team
10 5 (2.10%) Cloud Native
10 5 (2.10%) Mobile App
10 5 (2.10%) Renewable Energy
10 5 (2.10%) Replication
11 4 (1.68%) Client/Server
11 4 (1.68%) Clustering
11 4 (1.68%) Mainframe
12 3 (1.26%) Credit Risk
12 3 (1.26%) Derivative
Operating Systems
1 79 (33.19%) Linux
2 27 (11.34%) Unix
3 12 (5.04%) Windows
4 6 (2.52%) AIX
4 6 (2.52%) Red Hat Enterprise Linux
5 4 (1.68%) Solaris
5 4 (1.68%) Windows Server
6 3 (1.26%) Windows 10
7 2 (0.84%) Windows 7
7 2 (0.84%) Windows Server 2012
8 1 (0.42%) Data ONTAP
8 1 (0.42%) Ubuntu
8 1 (0.42%) Windows Server 2019
Processes & Methodologies
1 87 (36.55%) Agile
2 80 (33.61%) Problem-Solving
3 47 (19.75%) CI/CD
3 47 (19.75%) DevOps
3 47 (19.75%) SDLC
4 40 (16.81%) ETL
5 39 (16.39%) Multithreading
6 36 (15.13%) Software Engineering
7 32 (13.45%) Performance Tuning
8 29 (12.18%) Data Modelling
9 27 (11.34%) Data Analysis
10 25 (10.50%) Analytics
10 25 (10.50%) Open Source
10 25 (10.50%) Test Automation
11 24 (10.08%) Migration
12 22 (9.24%) Database Tuning
13 21 (8.82%) Concurrent Programming
14 20 (8.40%) Data Engineering
14 20 (8.40%) Data Transformation
14 20 (8.40%) Decision-Making
Programming Languages
1 97 (40.76%) Python
2 88 (36.97%) Java
3 46 (19.33%) PL/SQL
4 28 (11.76%) Shell Script
5 17 (7.14%) JavaScript
6 9 (3.78%) C
6 9 (3.78%) ProC
7 8 (3.36%) C#
8 7 (2.94%) Perl
9 6 (2.52%) VBA
10 5 (2.10%) Data Analysis Expressions
10 5 (2.10%) Erlang
10 5 (2.10%) PowerShell
10 5 (2.10%) Prolog
11 4 (1.68%) T-SQL
11 4 (1.68%) TypeScript
12 3 (1.26%) C++
12 3 (1.26%) VBScript
13 2 (0.84%) Bash
13 2 (0.84%) PHP
Qualifications
1 23 (9.66%) Degree
2 10 (4.20%) AWS Certification
3 9 (3.78%) Computer Science Degree
4 4 (1.68%) Security Cleared
5 3 (1.26%) DV Cleared
5 3 (1.26%) ISEB
5 3 (1.26%) ISTQB
5 3 (1.26%) ISTQB Foundation Certification
5 3 (1.26%) Numerate Degree
6 2 (0.84%) AWS Certified Solutions Architect
6 2 (0.84%) Azure Certification
6 2 (0.84%) Microsoft Certification
6 2 (0.84%) TOGAF Certification
7 1 (0.42%) BPSS Clearance
7 1 (0.42%) SC Cleared
Quality Assurance & Compliance
1 19 (7.98%) Disclosure Scotland
2 10 (4.20%) Data Quality
2 10 (4.20%) QA
3 3 (1.26%) Accessibility
4 2 (0.84%) GDPR
4 2 (0.84%) NCSC
5 1 (0.42%) PCI DSS
5 1 (0.42%) SLA
System Software
1 22 (9.24%) Docker
2 8 (3.36%) VMware Infrastructure
3 6 (2.52%) Active Directory
4 4 (1.68%) Oracle RAC
5 2 (0.84%) GPFS
5 2 (0.84%) Microsoft App-V
6 1 (0.42%) NFS
6 1 (0.42%) Virtual Machines
6 1 (0.42%) Xen
Systems Management
1 7 (2.94%) Kubernetes
2 6 (2.52%) Grafana
3 4 (1.68%) Ansible
3 4 (1.68%) Data Guard
3 4 (1.68%) Failover Clustering
3 4 (1.68%) Microsoft Clustering
3 4 (1.68%) Oracle Enterprise Manager
3 4 (1.68%) Oracle Flashback
4 3 (1.26%) Terraform
5 2 (0.84%) Progress Chef
5 2 (0.84%) Prometheus
5 2 (0.84%) SCCM
5 2 (0.84%) Veritas Storage Foundation
5 2 (0.84%) WSUS
Vendors
1 63 (26.47%) Oracle
2 34 (14.29%) Sybase
3 23 (9.66%) Microsoft
4 9 (3.78%) VMware
5 7 (2.94%) IBM
6 6 (2.52%) Databricks
7 5 (2.10%) Informatica
8 4 (1.68%) Alteryx
8 4 (1.68%) Dell
8 4 (1.68%) Dynatrace
8 4 (1.68%) Red Hat
8 4 (1.68%) Teradata
9 3 (1.26%) DocuSign
9 3 (1.26%) Google
9 3 (1.26%) ServiceNow
10 2 (0.84%) Brocade
10 2 (0.84%) EMC
10 2 (0.84%) NetApp
10 2 (0.84%) StreamSets
10 2 (0.84%) Veritas