Distributed Systems Contract Job Trends in Edinburgh

Distributed Systems
Scotland > Edinburgh

The table below looks at the prevalence of the term Distributed Systems in contract job vacancies in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Distributed Systems over the 6 months leading up to 13 December 2025, comparing them to the same period in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 55 69 87
Rank change year-on-year +14 +18 +42
Contract jobs citing Distributed Systems 9 1 1
As % of all contract jobs in Edinburgh 1.51% 0.15% 0.11%
As % of the Miscellaneous category 3.96% 0.43% 0.29%
Number of daily rates quoted 3 1 1
10th Percentile £260 - -
25th Percentile £313 £413 -
Median daily rate (50th Percentile) £400 £425 £625
Median % change year-on-year -5.88% -32.00% +38.89%
75th Percentile £410 £438 -
90th Percentile £416 - -
Scotland median daily rate £420 £550 £638
% change year-on-year -23.64% -13.73% +41.67%

All Generic Skills
Edinburgh

Distributed Systems falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in Edinburgh.

Contract vacancies with a requirement for generic IT skills 227 234 344
As % of all contract IT jobs advertised in Edinburgh 37.96% 35.51% 36.63%
Number of daily rates quoted 112 109 176
10th Percentile £153 £192 £300
25th Percentile £262 £363 £409
Median daily rate (50th Percentile) £425 £450 £480
Median % change year-on-year -5.56% -6.25% +1.05%
75th Percentile £510 £538 £550
90th Percentile £573 £619 £625
Scotland median daily rate £450 £450 £500
% change year-on-year - -10.00% +5.26%
Number of hourly rates quoted 6 16 6
10th Percentile £14.35 £18.92 £14.69
25th Percentile £15.69 £21.74 £19.01
Median hourly rate £23.75 £23.59 £28.94
Median % change year-on-year +0.68% -18.47% +27.55%
75th Percentile £63.75 £24.18 £53.75
90th Percentile £75.00 £26.28 £60.75
Scotland median hourly rate £25.15 £23.59 £19.18
% change year-on-year +6.61% +22.99% -8.67%

Distributed Systems
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of contract IT job postings citing Distributed Systems relative to all contract IT jobs advertised in Edinburgh.

Distributed Systems job vacancy trend in Edinburgh

Distributed Systems
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Distributed Systems.

Contractor daily rate distribution trend for jobs in Edinburgh citing Distributed Systems

Distributed Systems
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Distributed Systems in Edinburgh over the 6 months to 13 December 2025.

Daily rate histogram for Distributed Systems in Edinburgh

Distributed Systems
Co-Occurring Skills & Capabilities in Edinburgh 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:

Cloud Services
1 8 (88.89%) AWS
2 6 (66.67%) GCP
3 3 (33.33%) Azure
3 3 (33.33%) Serverless
4 1 (11.11%) Amazon EC2
4 1 (11.11%) Amazon S3
4 1 (11.11%) Cloud Computing
Database & Business Intelligence
1 3 (33.33%) NoSQL
2 1 (11.11%) Relational Database
Development Applications
1 5 (55.56%) Git
2 3 (33.33%) GitLab
2 3 (33.33%) Jenkins
2 3 (33.33%) Liquibase
General
1 8 (88.89%) Social Skills
2 4 (44.44%) Banking
2 4 (44.44%) Finance
3 1 (11.11%) Financial Institution
3 1 (11.11%) Investment Banking
Job Titles
1 2 (22.22%) Developer
1 2 (22.22%) Senior
1 2 (22.22%) Senior Software Engineer
1 2 (22.22%) Software Engineer
2 1 (11.11%) Architect
2 1 (11.11%) Artificial Intelligence Architect
2 1 (11.11%) Artificial Intelligence Developer
2 1 (11.11%) AWS Engineer
2 1 (11.11%) AWS Software Engineer
2 1 (11.11%) Cloud Engineer
2 1 (11.11%) Cloud Software Engineer
2 1 (11.11%) GCP Engineer
2 1 (11.11%) GCP Software Engineer
2 1 (11.11%) Python Engineer
2 1 (11.11%) Python Software Engineer
2 1 (11.11%) Senior Cloud Engineer
2 1 (11.11%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (66.67%) RESTful
2 3 (33.33%) Elastic Stack
2 3 (33.33%) REST
3 1 (11.11%) Spring
Miscellaneous
1 5 (55.56%) Data Protection Act
2 4 (44.44%) Cloud Native
3 3 (33.33%) Legacy Code
3 3 (33.33%) Legacy Systems
3 3 (33.33%) Public Cloud
4 2 (22.22%) Algorithms
4 2 (22.22%) Data Structures
5 1 (11.11%) Cyber Threat
5 1 (11.11%) Distributed Architecture
Operating Systems
1 4 (44.44%) Linux
2 1 (11.11%) Unix
Processes & Methodologies
1 6 (66.67%) Agile
1 6 (66.67%) DevOps
1 6 (66.67%) Microservices
2 5 (55.56%) CI/CD
2 5 (55.56%) Computer Science
2 5 (55.56%) Data Protection
3 4 (44.44%) Migration
3 4 (44.44%) Problem-Solving
4 3 (33.33%) API Design
4 3 (33.33%) API Development
4 3 (33.33%) Black-Box Testing
4 3 (33.33%) Change Management
4 3 (33.33%) Containerisation
4 3 (33.33%) Continuous Delivery
4 3 (33.33%) Continuous Integration
4 3 (33.33%) Cryptography
4 3 (33.33%) Non-Functional Testing
4 3 (33.33%) Performance Tuning
4 3 (33.33%) Software Engineering
4 3 (33.33%) Unit Testing
Programming Languages
1 8 (88.89%) Java
2 5 (55.56%) Perl
2 5 (55.56%) Python
3 3 (33.33%) Go
4 1 (11.11%) JavaScript
4 1 (11.11%) TypeScript
Qualifications
1 5 (55.56%) Computer Science Degree
1 5 (55.56%) Degree
2 3 (33.33%) AWS Certification
2 3 (33.33%) Master's Degree
3 2 (22.22%) AWS Certified Solutions Architect
4 1 (11.11%) AWS Certified Developer
4 1 (11.11%) AWS Certified DevOps Engineer
Quality Assurance & Compliance
1 4 (44.44%) QA
2 1 (11.11%) Disclosure Scotland
System Software
1 1 (11.11%) Docker
Systems Management
1 3 (33.33%) Ansible
1 3 (33.33%) Grafana
1 3 (33.33%) Kubernetes
1 3 (33.33%) Prometheus
1 3 (33.33%) Terraform
Vendors
1 3 (33.33%) Splunk
2 2 (22.22%) Google