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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 86 105 155
Rank change year-on-year +19 +50 +8
Contract jobs citing Distributed Systems 30 24 8
As % of all contract jobs advertised in Scotland 1.85% 1.08% 0.28%
As % of the Miscellaneous category 4.85% 3.28% 0.77%
Number of daily rates quoted 8 22 6
10th Percentile £459 £387 £550
25th Percentile £462 £400 £688
Median daily rate (50th Percentile) £509 £437 £750
Median % change year-on-year +16.66% -41.80% +66.67%
75th Percentile £556 £453 £775
90th Percentile £616 £507 £781
UK median daily rate £600 £588 £625
% change year-on-year +2.13% -6.00% +4.17%

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 618 732 1,037
As % of all contract IT jobs advertised in Scotland 38.03% 33.02% 36.23%
Number of daily rates quoted 316 426 712
10th Percentile £221 £203 £250
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £467 £475 £488
Median % change year-on-year -1.68% -2.56% +2.63%
75th Percentile £538 £588 £560
90th Percentile £600 £675 £675
UK median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% -
Number of hourly rates quoted 28 36 23
10th Percentile - £13.75 -
25th Percentile £17.30 £16.25 £10.63
Median hourly rate £22.00 £18.14 £12.30
Median % change year-on-year +21.31% +47.44% -71.40%
75th Percentile £24.66 £38.25 £28.81
90th Percentile £42.00 £60.38 £52.55
UK median hourly rate £32.05 £30.00 £22.49
% change year-on-year +6.83% +33.42% -18.24%

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 1 May 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 1 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 +11 28 £509 +17.61% 3
Edinburgh +3 2 - - 21
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:

Applications
1 3 (10.00%) Microsoft Excel
1 3 (10.00%) Microsoft PowerPoint
Cloud Services
1 18 (60.00%) Cloud Computing
2 7 (23.33%) AWS
3 6 (20.00%) Azure
4 5 (16.67%) IaaS
5 1 (3.33%) Amazon EC2
5 1 (3.33%) Amazon S3
5 1 (3.33%) Entra ID
5 1 (3.33%) Microsoft 365
5 1 (3.33%) Microsoft Purview
Communications & Networking
1 1 (3.33%) Internet
1 1 (3.33%) Intranet
1 1 (3.33%) Network Security
Database & Business Intelligence
1 2 (6.67%) MongoDB
2 1 (3.33%) DB2
2 1 (3.33%) NoSQL
2 1 (3.33%) Relational Database
Development Applications
1 5 (16.67%) Git
1 5 (16.67%) Jenkins
2 1 (3.33%) JUnit
General
1 26 (86.67%) Social Skills
2 23 (76.67%) Finance
3 12 (40.00%) Banking
3 12 (40.00%) Investment Banking
4 8 (26.67%) Analytical Skills
5 4 (13.33%) Financial Institution
6 2 (6.67%) Publishing
7 1 (3.33%) Front Office
7 1 (3.33%) Influencing Skills
7 1 (3.33%) Public Sector
Job Titles
1 13 (43.33%) Python Engineer
2 11 (36.67%) Architect
3 8 (26.67%) Artificial Intelligence Engineer
3 8 (26.67%) JavaScript Engineer
4 7 (23.33%) Solutions Architect
5 4 (13.33%) Data Architect
5 4 (13.33%) Developer
5 4 (13.33%) Linux Engineer
5 4 (13.33%) Platform Engineer
5 4 (13.33%) VMware Engineer
6 3 (10.00%) Senior
6 3 (10.00%) Senior Architect
6 3 (10.00%) Senior Solutions Architect
6 3 (10.00%) ServiceNow Architect
7 2 (6.67%) Artificial Intelligence Developer
8 1 (3.33%) Analyst
8 1 (3.33%) Cybersecurity Analyst
8 1 (3.33%) Java Developer
8 1 (3.33%) Security Analyst
Libraries, Frameworks & Software Standards
1 3 (10.00%) Spring
2 2 (6.67%) JMS
3 1 (3.33%) Kafka
Miscellaneous
1 13 (43.33%) Management Information System
2 7 (23.33%) Cloud Native
3 6 (20.00%) Virtual Team
4 4 (13.33%) CMDB
4 4 (13.33%) Data Protection Act
4 4 (13.33%) Self-Motivation
5 1 (3.33%) Cyber Threat
5 1 (3.33%) Data Centre
5 1 (3.33%) Data Structures
5 1 (3.33%) Enterprise Software
5 1 (3.33%) Equities
5 1 (3.33%) Security Posture
Operating Systems
1 7 (23.33%) Linux
2 5 (16.67%) Unix
Processes & Methodologies
1 22 (73.33%) Data Security
2 19 (63.33%) Problem-Solving
3 15 (50.00%) Artificial Intelligence
3 15 (50.00%) Community of Practice
4 14 (46.67%) Critical Thinking
5 12 (40.00%) Risk Management
6 11 (36.67%) Agile
6 11 (36.67%) Data Science
6 11 (36.67%) Decision-Making
6 11 (36.67%) Enterprise Architecture
6 11 (36.67%) Experimental Design
6 11 (36.67%) Machine Learning
6 11 (36.67%) Natural Language Processing
6 11 (36.67%) Statistical Analysis
7 9 (30.00%) Data-Driven Decision Making
7 9 (30.00%) Task Automation
8 7 (23.33%) Architectural Patterns
8 7 (23.33%) Event-Driven
9 5 (16.67%) Collaborative Working
9 5 (16.67%) Continuous Integration
Programming Languages
1 22 (73.33%) Python
2 16 (53.33%) Java
3 11 (36.67%) JavaScript
3 11 (36.67%) TypeScript
4 8 (26.67%) SQL
5 6 (20.00%) Perl
6 5 (16.67%) Erlang
6 5 (16.67%) Prolog
7 1 (3.33%) Shell Script
Qualifications
1 6 (20.00%) AWS Certification
1 6 (20.00%) AWS Certified Solutions Architect
1 6 (20.00%) Azure Certification
2 2 (6.67%) Degree
3 1 (3.33%) CISM
3 1 (3.33%) CISSP
3 1 (3.33%) CompTIA CySA+
3 1 (3.33%) CompTIA Security+
3 1 (3.33%) Computer Science Degree
3 1 (3.33%) ISO 27001 Lead Auditor
3 1 (3.33%) ITIL Certification
3 1 (3.33%) Microsoft Certification
3 1 (3.33%) SSCP
3 1 (3.33%) TOGAF Certification
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 1 (3.33%) Cyber Essentials
2 1 (3.33%) Cyber Essentials PLUS
2 1 (3.33%) Disclosure Scotland
2 1 (3.33%) ISO/IEC 27001
System Software
1 5 (16.67%) VMware Infrastructure
Systems Management
1 1 (3.33%) CASB
Vendors
1 5 (16.67%) VMware
2 4 (13.33%) ServiceNow
3 2 (6.67%) Microsoft
3 2 (6.67%) Sybase
4 1 (3.33%) Forcepoint
4 1 (3.33%) Google