REST Contract Job Trends in Scotland

Representational State Transfer (REST)
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring REST skills. It covers contract job vacancies from the 6 months leading up to 17 December 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 58 61 51
Rank change year-on-year +3 -10 +8
Contract jobs citing REST 52 58 98
As % of all contract jobs in Scotland 3.37% 3.45% 4.19%
As % of the Libraries, Frameworks & Software Standards category 15.34% 15.43% 19.80%
Number of daily rates quoted 40 47 64
10th Percentile £312 £356 £407
25th Percentile £419 £382 £438
Median daily rate (50th Percentile) £500 £425 £499
Median % change year-on-year +17.65% -14.79% +5.00%
75th Percentile £538 £470 £579
90th Percentile £553 £519 £700
UK median daily rate £500 £520 £540
% change year-on-year -3.85% -3.70% -1.82%

All Software Libraries and Frameworks
Scotland

REST falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Scotland.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 339 376 495
As % of all contract IT jobs advertised in Scotland 21.94% 22.37% 21.14%
Number of daily rates quoted 208 243 323
10th Percentile £358 £356 £400
25th Percentile £416 £408 £425
Median daily rate (50th Percentile) £500 £469 £498
Median % change year-on-year +6.61% -5.73% +4.74%
75th Percentile £550 £538 £575
90th Percentile £625 £675 £638
UK median daily rate £505 £550 £550
% change year-on-year -8.18% - -4.35%
Number of hourly rates quoted 0 0 9
10th Percentile - - £49.50
25th Percentile - - £55.00
Median hourly rate - - £59.03
Median % change year-on-year - - +229.36%
75th Percentile - - £73.75
90th Percentile - - £78.00
UK median hourly rate £61.00 £62.50 £54.50
% change year-on-year -2.40% +14.68% -16.15%

REST
Job Vacancy Trend in Scotland

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

REST job vacancy trend in Scotland

REST
Daily Rate Trend in Scotland

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

Contractor daily rate distribution trend for jobs in Scotland citing REST

REST
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing REST in Scotland over the 6 months to 17 December 2025.

Daily rate histogram for REST in Scotland

REST
Hourly Rate Trend in Scotland

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

Contractor hourly rate distribution trend for jobs in Scotland citing REST

REST
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 REST within the Scotland region over the 6 months to 17 December 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 +8 30 £500 +29.03% 13
Edinburgh -2 20 £500 +11.11% 19
Dumfries and Galloway - 1 £513 -
REST
UK

REST
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 9 (17.31%) Apache Airflow
2 8 (15.38%) Apache
3 6 (11.54%) Apache Spark
4 2 (3.85%) Alfresco
4 2 (3.85%) Apache Solr
5 1 (1.92%) Anypoint
5 1 (1.92%) Microsoft Exchange
5 1 (1.92%) Mule
5 1 (1.92%) nginx
5 1 (1.92%) WordPress
Applications
1 2 (3.85%) Chatbot
Cloud Services
1 15 (28.85%) AWS
2 13 (25.00%) Serverless
3 12 (23.08%) Power Platform
4 8 (15.38%) AWS Lambda
4 8 (15.38%) Azure
5 7 (13.46%) Amazon S3
6 6 (11.54%) Dynamics 365
6 6 (11.54%) OpenShift
6 6 (11.54%) Snowflake
7 5 (9.62%) Amazon SQS
8 4 (7.69%) Amazon CloudWatch
8 4 (7.69%) Amazon ECS
8 4 (7.69%) Amazon EKS
8 4 (7.69%) Apigee
9 3 (5.77%) AWS CloudFormation
9 3 (5.77%) Azure DevOps
9 3 (5.77%) GCP
10 2 (3.85%) Azure Data Factory
10 2 (3.85%) Azure Functions
10 2 (3.85%) GitHub
Communications & Networking
1 11 (21.15%) HTTP
2 8 (15.38%) DNS
3 7 (13.46%) TCP/IP
4 5 (9.62%) DHCP
5 4 (7.69%) SSL
6 1 (1.92%) AMQP
6 1 (1.92%) DSL
6 1 (1.92%) HTTPS
6 1 (1.92%) NAS
6 1 (1.92%) SAN
Database & Business Intelligence
1 10 (19.23%) Power BI
2 9 (17.31%) Data Warehouse
3 7 (13.46%) PostgreSQL
4 6 (11.54%) Big Data
4 6 (11.54%) Hadoop
5 5 (9.62%) NoSQL
5 5 (9.62%) SQL Server
6 4 (7.69%) MySQL
7 3 (5.77%) Data Lake
7 3 (5.77%) Elasticsearch
7 3 (5.77%) Relational Database
8 2 (3.85%) Amazon Aurora
8 2 (3.85%) Azure SQL Database
8 2 (3.85%) DB2
8 2 (3.85%) Metadata
8 2 (3.85%) SQL Server Reporting Services
9 1 (1.92%) Apache Cassandra
9 1 (1.92%) MongoDB
9 1 (1.92%) Oracle Reports
9 1 (1.92%) Redis
Development Applications
1 17 (32.69%) Git
2 15 (28.85%) Jenkins
3 5 (9.62%) GitLab
4 3 (5.77%) JUnit
4 3 (5.77%) Liquibase
5 2 (3.85%) Cypress.io
5 2 (3.85%) JIRA
5 2 (3.85%) Mockito
6 1 (1.92%) Cucumber
6 1 (1.92%) HP UFT
6 1 (1.92%) LoadRunner
6 1 (1.92%) MLflow
General
1 19 (36.54%) Finance
2 10 (19.23%) Public Sector
2 10 (19.23%) Social Skills
3 9 (17.31%) Banking
4 5 (9.62%) Analytical Skills
4 5 (9.62%) Investment Banking
5 3 (5.77%) Financial Institution
6 2 (3.85%) Back Office
6 2 (3.85%) Corporate Banking
6 2 (3.85%) Retail
6 2 (3.85%) Retail Banking
7 1 (1.92%) Digital Healthcare
7 1 (1.92%) Documentation Skills
7 1 (1.92%) Inclusion and Diversity
7 1 (1.92%) Legal
7 1 (1.92%) Manufacturing
7 1 (1.92%) Organisational Skills
Job Titles
1 24 (46.15%) Developer
2 9 (17.31%) Java Developer
3 8 (15.38%) Data Engineer
4 7 (13.46%) Full-Stack Developer
5 6 (11.54%) Python Engineer
6 5 (9.62%) Senior
7 4 (7.69%) Artificial Intelligence Engineer
7 4 (7.69%) Full-Stack Java Developer
7 4 (7.69%) Python Data Engineer
7 4 (7.69%) Software Engineer
8 3 (5.77%) Architect
8 3 (5.77%) Consultant
8 3 (5.77%) Senior Software Engineer
9 2 (3.85%) Data Architect
9 2 (3.85%) Front-End Developer (Client-Side Developer)
9 2 (3.85%) Power Platform Consultant
9 2 (3.85%) Solutions Architect
10 1 (1.92%) AWS Software Engineer
10 1 (1.92%) GCP Engineer
10 1 (1.92%) GCP Software Engineer
Libraries, Frameworks & Software Standards
1 17 (32.69%) SOAP
2 13 (25.00%) RESTful
3 12 (23.08%) OAuth
4 8 (15.38%) AngularJS
4 8 (15.38%) AWS CDK
5 7 (13.46%) FastAPI
5 7 (13.46%) HTML
5 7 (13.46%) JWT
5 7 (13.46%) Spring
5 7 (13.46%) Spring Boot
6 6 (11.54%) CSS
6 6 (11.54%) OAuth2
6 6 (11.54%) React
7 5 (9.62%) NumPy
7 5 (9.62%) Pandas
7 5 (9.62%) PyTorch
8 4 (7.69%) Hugging Face
8 4 (7.69%) Kafka
8 4 (7.69%) OpenCV
8 4 (7.69%) SQLAlchemy
Miscellaneous
1 6 (11.54%) Cloud Native
1 6 (11.54%) Data Structures
2 5 (9.62%) Onboarding
3 4 (7.69%) Algorithms
3 4 (7.69%) Distributed Systems
3 4 (7.69%) Legacy Systems
4 3 (5.77%) Product Ownership
4 3 (5.77%) Public Cloud
5 2 (3.85%) Enterprise Software
5 2 (3.85%) Greenfield Project
5 2 (3.85%) Linux Command Line
5 2 (3.85%) Low-Code
5 2 (3.85%) Security Operations Centre
5 2 (3.85%) Security Posture
6 1 (1.92%) CMDB
6 1 (1.92%) Data Protection Act
6 1 (1.92%) Derivative
6 1 (1.92%) FMCG
6 1 (1.92%) Hybrid Cloud
6 1 (1.92%) SCADA
Operating Systems
1 18 (34.62%) Linux
2 9 (17.31%) Unix
3 1 (1.92%) Windows
3 1 (1.92%) Windows Server
Processes & Methodologies
1 34 (65.38%) Agile
2 27 (51.92%) CI/CD
3 15 (28.85%) DevOps
4 14 (26.92%) Infrastructure as Code
5 13 (25.00%) ETL
5 13 (25.00%) Software Engineering
6 12 (23.08%) API Integration
6 12 (23.08%) Microservices
7 11 (21.15%) Business Intelligence
8 10 (19.23%) Data Integration
8 10 (19.23%) Data Modelling
8 10 (19.23%) Problem-Solving
9 9 (17.31%) Performance Tuning
9 9 (17.31%) Scrum
10 8 (15.38%) AI
10 8 (15.38%) Analytics
10 8 (15.38%) API Development
10 8 (15.38%) Containerisation
11 7 (13.46%) Full-Stack Development
11 7 (13.46%) User Experience
Programming Languages
1 28 (53.85%) Python
2 18 (34.62%) Java
3 15 (28.85%) JavaScript
4 11 (21.15%) SQL
4 11 (21.15%) TypeScript
5 5 (9.62%) Perl
6 4 (7.69%) Bash
7 3 (5.77%) C#
7 3 (5.77%) Go
7 3 (5.77%) Search Processing Language
7 3 (5.77%) Shell Script
8 2 (3.85%) Groovy
9 1 (1.92%) DataWeave
9 1 (1.92%) PHP
9 1 (1.92%) PL/SQL
9 1 (1.92%) PowerShell
9 1 (1.92%) VB
Qualifications
1 4 (7.69%) AWS Certification
1 4 (7.69%) Computer Science Degree
1 4 (7.69%) Degree
2 3 (5.77%) Master's Degree
3 2 (3.85%) AWS Certified Solutions Architect
3 2 (3.85%) Microsoft Certification
4 1 (1.92%) AWS Certified Developer
4 1 (1.92%) AWS Certified DevOps Engineer
4 1 (1.92%) BPSS Clearance
4 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 7 (13.46%) Accessibility
1 7 (13.46%) Disclosure Scotland
2 4 (7.69%) QA
3 3 (5.77%) Data Quality
4 2 (3.85%) GDPR
System Software
1 10 (19.23%) Docker
Systems Management
1 11 (21.15%) Grafana
1 11 (21.15%) Kubernetes
2 6 (11.54%) Terraform
3 5 (9.62%) Ansible
3 5 (9.62%) Prometheus
4 1 (1.92%) Kibana
4 1 (1.92%) Kustomize
4 1 (1.92%) NetBackup
Vendors
1 8 (15.38%) Microsoft
2 7 (13.46%) Databricks
2 7 (13.46%) ServiceNow
3 6 (11.54%) Splunk
4 5 (9.62%) F5
4 5 (9.62%) Infoblox
4 5 (9.62%) MuleSoft
5 4 (7.69%) Oracle
6 3 (5.77%) ArcSight
6 3 (5.77%) Google
7 1 (1.92%) Apple
7 1 (1.92%) DocuSign
7 1 (1.92%) ForgeRock
7 1 (1.92%) GoCardless
7 1 (1.92%) Pega
7 1 (1.92%) SAP
7 1 (1.92%) Veritas