Dagster Contract Job Trends in Scotland

Elementl Dagster
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Dagster skills. It covers contract job vacancies from the 6 months leading up to 18 April 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 107 - -
Rank change year-on-year - - -
Contract jobs citing Dagster 3 0 0
As % of all contract jobs in Scotland 0.17% - -
As % of the Cloud Services category 0.43% - -
Number of daily rates quoted 2 0 0
10th Percentile £555 - -
25th Percentile £557 - -
Median daily rate (50th Percentile) £562 - -
75th Percentile £566 - -
90th Percentile £568 - -
UK median daily rate £613 £800 £500
% change year-on-year -23.44% +60.00% -8.72%

All Cloud Computing Skills
Scotland

Dagster falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in Scotland.

Contract vacancies with a requirement for cloud computing skills 698 653 745
As % of all contract IT jobs advertised in Scotland 40.51% 39.58% 32.95%
Number of daily rates quoted 403 444 509
10th Percentile £311 £275 £256
25th Percentile £400 £400 £400
Median daily rate (50th Percentile) £475 £463 £470
Median % change year-on-year +2.70% -1.49% -1.16%
75th Percentile £585 £538 £550
90th Percentile £675 £600 £661
UK median daily rate £500 £521 £525
% change year-on-year -4.03% -0.76% -4.55%
Number of hourly rates quoted 9 9 10
10th Percentile £12.57 £22.06 £15.39
25th Percentile £13.20 £22.50 £15.69
Median hourly rate £14.44 £24.18 £17.00
Median % change year-on-year -40.28% +42.24% -70.43%
75th Percentile £50.00 £27.75 £17.67
90th Percentile £64.00 £28.38 £24.85
UK median hourly rate £42.59 £27.76 £21.00
% change year-on-year +53.43% +32.19% -30.58%

Dagster
Job Vacancy Trend in Scotland

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

Dagster job vacancy trend in Scotland

Dagster
Daily Rate Trend in Scotland

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

Contractor daily rate distribution trend for jobs in Scotland citing Dagster

Dagster
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 Dagster within the Scotland region over the 6 months to 18 April 2026. 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
Edinburgh - 3 £562 - 1
Dagster
UK

Dagster
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 (100.00%) Apache
1 3 (100.00%) Apache Airflow
Cloud Services
1 3 (100.00%) Amazon CloudWatch
1 3 (100.00%) Amazon ECS
1 3 (100.00%) Amazon EKS
1 3 (100.00%) Amazon S3
1 3 (100.00%) Amazon SQS
1 3 (100.00%) AWS
1 3 (100.00%) AWS Lambda
1 3 (100.00%) Serverless
Communications & Networking
1 3 (100.00%) HTTP
Development Applications
1 3 (100.00%) MLflow
General
1 1 (33.33%) Public Sector
Job Titles
1 3 (100.00%) Python Engineer
2 1 (33.33%) Automation Engineer
Libraries, Frameworks & Software Standards
1 3 (100.00%) AWS CDK
1 3 (100.00%) boto
1 3 (100.00%) FastAPI
1 3 (100.00%) Hugging Face
1 3 (100.00%) JWT
1 3 (100.00%) NumPy
1 3 (100.00%) OAuth
1 3 (100.00%) OpenCV
1 3 (100.00%) Pandas
1 3 (100.00%) PyTorch
1 3 (100.00%) REST
1 3 (100.00%) SQLAlchemy
Miscellaneous
1 3 (100.00%) Algorithms
1 3 (100.00%) Data Structures
2 1 (33.33%) Legacy Systems
2 1 (33.33%) Product Ownership
Processes & Methodologies
1 3 (100.00%) A/B Testing
1 3 (100.00%) Agile
1 3 (100.00%) AI
1 3 (100.00%) API Integration
1 3 (100.00%) Computer Vision
1 3 (100.00%) Data Cleansing
1 3 (100.00%) Deep Learning
1 3 (100.00%) ETL
1 3 (100.00%) Infrastructure as Code
1 3 (100.00%) Kanban
1 3 (100.00%) Machine Learning
1 3 (100.00%) OCR
1 3 (100.00%) OO
1 3 (100.00%) OOP
1 3 (100.00%) Pair Programming
1 3 (100.00%) Reinforcement Learning
1 3 (100.00%) Scrum
1 3 (100.00%) TDD
1 3 (100.00%) Technical Leadership
1 3 (100.00%) Workflow
Programming Languages
1 3 (100.00%) Python
Quality Assurance & Compliance
1 2 (66.67%) Accessibility
1 2 (66.67%) Disclosure Scotland
Systems Management
1 3 (100.00%) Grafana
1 3 (100.00%) Kubernetes