Distributed Computing Contract Job Trends in Scotland

Distributed Computing
UK > Scotland

The table below looks at the prevalence of the term Distributed Computing in contract job vacancies in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Distributed Computing over the 6 months leading up to 16 October 2025, comparing them to the same period in the previous two years.

6 months to
16 Oct 2025
Same period 2024 Same period 2023
Rank 110 109 136
Rank change year-on-year -1 +27 +39
Contract jobs citing Distributed Computing 4 7 1
As % of all contract jobs in Scotland 0.25% 0.38% 0.044%
As % of the Miscellaneous category 0.64% 1.09% 0.12%
Number of daily rates quoted 3 3 1
10th Percentile £368 £380 -
25th Percentile £380 £416 -
Median daily rate (50th Percentile) £402 £475 £400
Median % change year-on-year -15.37% +18.75% -16.67%
75th Percentile £403 - -
90th Percentile £403 - -
UK median daily rate £490 £556 £650
% change year-on-year -11.91% -14.42% +8.33%

All Generic Skills
Scotland

Distributed Computing 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 629 640 845
As % of all contract IT jobs advertised in Scotland 39.56% 34.39% 36.87%
Number of daily rates quoted 341 361 533
10th Percentile £181 £193 £224
25th Percentile £353 £350 £400
Median daily rate (50th Percentile) £450 £450 £500
Median % change year-on-year - -10.00% +5.26%
75th Percentile £538 £550 £575
90th Percentile £588 £688 £688
UK median daily rate £515 £528 £550
% change year-on-year -2.37% -4.09% -
Number of hourly rates quoted 20 25 19
10th Percentile £15.95 £12.66 £11.63
25th Percentile £17.30 £15.22 £15.50
Median hourly rate £21.86 £19.59 £17.72
Median % change year-on-year +11.59% +10.55% -40.38%
75th Percentile £57.50 £24.15 £54.38
90th Percentile £64.40 £36.10 £60.72
UK median hourly rate £27.33 £47.37 £45.00
% change year-on-year -42.31% +5.27% +74.69%

Distributed Computing
Job Vacancy Trend in Scotland

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

Distributed Computing job vacancy trend in Scotland

Distributed Computing
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Distributed Computing.

Contractor daily rate distribution trend for jobs in Scotland citing Distributed Computing

Distributed Computing
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 Computing within the Scotland region over the 6 months to 16 October 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 -15 4 £402 -15.37%
Distributed Computing
UK

Distributed Computing
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 3 (75.00%) Apache Spark
Cloud Services
1 3 (75.00%) Amazon EC2
1 3 (75.00%) Amazon S3
1 3 (75.00%) Amazon SageMaker
1 3 (75.00%) AWS
1 3 (75.00%) AWS CloudFormation
1 3 (75.00%) AWS Lambda
1 3 (75.00%) Serverless
2 1 (25.00%) Azure
Database & Business Intelligence
1 1 (25.00%) MongoDB
1 1 (25.00%) NoSQL
1 1 (25.00%) SQL Server
Development Applications
1 3 (75.00%) MLflow
2 1 (25.00%) Git
2 1 (25.00%) Jenkins
General
1 3 (75.00%) Banking
1 3 (75.00%) Finance
2 1 (25.00%) Inclusion and Diversity
2 1 (25.00%) Social Skills
Job Titles
1 3 (75.00%) AWS Engineer
1 3 (75.00%) Cloud Engineer
2 1 (25.00%) Developer
2 1 (25.00%) Java Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) scikit-learn
1 3 (75.00%) TensorFlow
2 2 (50.00%) Torch
3 1 (25.00%) Kafka
3 1 (25.00%) PyTorch
3 1 (25.00%) RabbitMQ
3 1 (25.00%) RESTful
3 1 (25.00%) Spring
3 1 (25.00%) Spring Boot
Miscellaneous
1 3 (75.00%) Algorithms
2 1 (25.00%) Cloud Native
2 1 (25.00%) Distributed Applications
2 1 (25.00%) Product Ownership
2 1 (25.00%) Public Cloud
Processes & Methodologies
1 4 (100.00%) CI/CD
1 4 (100.00%) Infrastructure as Code
2 3 (75.00%) Containerisation
2 3 (75.00%) Data Visualisation
2 3 (75.00%) Feature Engineering
2 3 (75.00%) Machine Learning
2 3 (75.00%) Statistical Analysis
2 3 (75.00%) Statistical Modelling
2 3 (75.00%) Visualisation
3 1 (25.00%) Agile
3 1 (25.00%) Analytics
3 1 (25.00%) Coaching
3 1 (25.00%) DevOps
3 1 (25.00%) Event-Driven
3 1 (25.00%) Mentoring
3 1 (25.00%) Microservices
3 1 (25.00%) Observability
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Process Improvement
3 1 (25.00%) Test Automation
Programming Languages
1 3 (75.00%) Python
2 1 (25.00%) Java
Quality Assurance & Compliance
1 1 (25.00%) QA
System Software
1 4 (100.00%) Docker
Systems Management
1 3 (75.00%) Terraform
Vendors
1 1 (25.00%) Microsoft