Distributed Systems Contracts in Scotland

Distributed Systems
UK > Scotland

The table below looks at the prevalence of the term Distributed Systems in contract job vacancies in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Distributed Systems over the 6 months leading up to 19 July 2025, comparing them to the same period in the previous two years.

6 months to
19 Jul 2025
Same period 2024 Same period 2023
Rank 81 95 162
Rank change year-on-year +14 +67 +9
Contract jobs citing Distributed Systems 39 25 4
As % of all contract jobs advertised in Scotland 2.23% 1.22% 0.15%
As % of the Miscellaneous category 5.42% 3.75% 0.39%
Number of daily rates quoted 10 24 4
10th Percentile £304 £390 -
25th Percentile £376 £400 £725
Median daily rate (50th Percentile) £467 £440 £750
Median % change year-on-year +6.14% -41.33% +64.38%
75th Percentile £519 £460 £778
90th Percentile £553 £530 £784
UK median daily rate £550 £575 £625
% change year-on-year -4.35% -8.00% -

All Generic Skills
Scotland

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 Scotland.

Contract vacancies with a requirement for generic IT skills 720 666 1,025
As % of all contract IT jobs advertised in Scotland 41.24% 32.58% 37.35%
Number of daily rates quoted 355 410 694
10th Percentile £200 £210 £211
25th Percentile £358 £363 £402
Median daily rate (50th Percentile) £450 £459 £484
Median % change year-on-year -1.91% -5.17% -0.46%
75th Percentile £538 £575 £550
90th Percentile £596 £675 £636
UK median daily rate £525 £539 £550
% change year-on-year -2.64% -1.95% -
Number of hourly rates quoted 22 25 21
10th Percentile - £12.30 £10.63
25th Percentile £17.30 £13.50 £14.50
Median hourly rate £19.90 £18.00 £19.18
Median % change year-on-year +10.56% -6.15% -57.21%
75th Percentile £24.66 £19.59 £32.50
90th Percentile £57.50 £56.00 £47.73
UK median hourly rate £30.00 £37.50 £35.00
% change year-on-year -20.00% +7.14% +29.73%

Distributed Systems
Job Vacancy Trend in Scotland

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

Job vacancy trend for Distributed Systems in Scotland

Distributed Systems
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Distributed Systems in Scotland

Distributed Systems
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Distributed Systems in Scotland over the 6 months to 19 July 2025.

Daily rate histogram for Distributed Systems in Scotland

Distributed Systems
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 Distributed Systems within the Scotland region over the 6 months to 19 July 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 32 £479 +8.75% 2
Edinburgh +10 7 £323 -46.25% 18
Distributed Systems
UK

Distributed Systems
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 2 (5.13%) Anypoint
1 2 (5.13%) Mule
2 1 (2.56%) Apache
2 1 (2.56%) Apache Spark
2 1 (2.56%) Microsoft Exchange
Applications
1 3 (7.69%) Microsoft Excel
1 3 (7.69%) Microsoft PowerPoint
Cloud Services
1 16 (41.03%) Cloud Computing
2 9 (23.08%) IaaS
3 8 (20.51%) AWS
4 7 (17.95%) Azure
5 5 (12.82%) GCP
6 2 (5.13%) Azure DevOps
6 2 (5.13%) Serverless
7 1 (2.56%) Amazon EC2
7 1 (2.56%) Amazon S3
Communications & Networking
1 2 (5.13%) AMQP
1 2 (5.13%) DSL
2 1 (2.56%) Internet
2 1 (2.56%) Intranet
Database & Business Intelligence
1 2 (5.13%) NoSQL
2 1 (2.56%) DB2
2 1 (2.56%) MongoDB
2 1 (2.56%) Relational Database
Development Applications
1 14 (35.90%) Git
2 13 (33.33%) Jenkins
3 4 (10.26%) GitLab
4 2 (5.13%) Liquibase
5 1 (2.56%) JUnit
General
1 32 (82.05%) Social Skills
2 24 (61.54%) Finance
3 14 (35.90%) Banking
4 12 (30.77%) Investment Banking
5 7 (17.95%) Analytical Skills
6 3 (7.69%) Financial Institution
7 2 (5.13%) Publishing
8 1 (2.56%) Front Office
Job Titles
1 20 (51.28%) Python Engineer
2 10 (25.64%) Artificial Intelligence Engineer
2 10 (25.64%) JavaScript Engineer
3 8 (20.51%) Architect
3 8 (20.51%) Linux Engineer
3 8 (20.51%) Platform Engineer
3 8 (20.51%) VMware Engineer
4 6 (15.38%) Developer
5 5 (12.82%) Senior
6 4 (10.26%) Data Architect
7 3 (7.69%) ServiceNow Architect
7 3 (7.69%) Solutions Architect
8 2 (5.13%) Artificial Intelligence Developer
8 2 (5.13%) Java Developer
8 2 (5.13%) Senior Architect
8 2 (5.13%) Senior Software Engineer
8 2 (5.13%) Senior Solutions Architect
8 2 (5.13%) Software Engineer
9 1 (2.56%) Cloud Software Engineer
9 1 (2.56%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 7 (17.95%) RESTful
2 4 (10.26%) REST
3 3 (7.69%) Kafka
3 3 (7.69%) Spring
4 2 (5.13%) ActiveMQ
4 2 (5.13%) Apache Camel
4 2 (5.13%) Elastic Stack
4 2 (5.13%) JWT
4 2 (5.13%) OAuth
4 2 (5.13%) OAuth2
4 2 (5.13%) RabbitMQ
4 2 (5.13%) SOAP
4 2 (5.13%) XML
5 1 (2.56%) AngularJS
5 1 (2.56%) JMS
Miscellaneous
1 18 (46.15%) Management Information System
2 10 (25.64%) Virtual Team
3 8 (20.51%) Cloud Native
4 6 (15.38%) Data Protection Act
5 4 (10.26%) CMDB
5 4 (10.26%) Self-Motivation
6 3 (7.69%) Legacy Code
6 3 (7.69%) Legacy Systems
7 2 (5.13%) Public Cloud
8 1 (2.56%) Clustering
8 1 (2.56%) Data Centre
8 1 (2.56%) Data Structures
8 1 (2.56%) Equities
Operating Systems
1 12 (30.77%) Linux
2 9 (23.08%) Unix
Processes & Methodologies
1 20 (51.28%) Data Security
1 20 (51.28%) Problem-Solving
2 18 (46.15%) Agile
3 16 (41.03%) Artificial Intelligence
4 14 (35.90%) Community of Practice
5 13 (33.33%) Critical Thinking
5 13 (33.33%) Data Science
5 13 (33.33%) Decision-Making
5 13 (33.33%) Experimental Design
5 13 (33.33%) Machine Learning
5 13 (33.33%) Natural Language Processing
5 13 (33.33%) Risk Management
5 13 (33.33%) Statistical Analysis
6 11 (28.21%) Continuous Integration
6 11 (28.21%) Data-Driven Decision Making
6 11 (28.21%) Task Automation
7 9 (23.08%) High Availability
8 8 (20.51%) Collaborative Working
8 8 (20.51%) DevOps
8 8 (20.51%) Platform Engineering
Programming Languages
1 28 (71.79%) Python
2 24 (61.54%) Java
3 13 (33.33%) JavaScript
3 13 (33.33%) Perl
3 13 (33.33%) TypeScript
4 12 (30.77%) SQL
5 9 (23.08%) Erlang
5 9 (23.08%) Prolog
6 2 (5.13%) DataWeave
6 2 (5.13%) Go
7 1 (2.56%) Shell Script
Qualifications
1 4 (10.26%) AWS Certification
1 4 (10.26%) AWS Certified Solutions Architect
1 4 (10.26%) Computer Science Degree
1 4 (10.26%) Degree
2 2 (5.13%) Azure Certification
2 2 (5.13%) Master's Degree
3 1 (2.56%) ITIL Certification
Quality Assurance & Compliance
1 4 (10.26%) Data Quality
2 3 (7.69%) QA
3 1 (2.56%) Disclosure Scotland
System Software
1 9 (23.08%) VMware Infrastructure
2 2 (5.13%) Docker
Systems Management
1 4 (10.26%) Ansible
1 4 (10.26%) Kubernetes
1 4 (10.26%) Terraform
2 2 (5.13%) Grafana
2 2 (5.13%) Prometheus
Vendors
1 9 (23.08%) VMware
2 4 (10.26%) ServiceNow
3 2 (5.13%) Google
3 2 (5.13%) MuleSoft
3 2 (5.13%) Splunk
4 1 (2.56%) Microsoft
4 1 (2.56%) Sybase