Dagster Job Trends in Scotland

Elementl Dagster
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Dagster skills. It covers permanent 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 146 - -
Rank change year-on-year - - -
Permanent jobs citing Dagster 1 0 0
As % of all permanent jobs in Scotland 0.030% - -
As % of the Cloud Services category 0.11% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £53,555 - -
Median annual salary (50th Percentile) £58,565 - -
75th Percentile £63,576 - -
90th Percentile - - -
UK median annual salary £81,000 £110,000 £78,750
% change year-on-year -26.36% +39.68% +8.62%

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 permanent job vacancies requiring cloud computing skills in Scotland.

Permanent vacancies with a requirement for cloud computing skills 897 541 2,737
As % of all permanent jobs advertised in Scotland 26.89% 28.03% 43.78%
Number of salaries quoted 333 374 1,021
10th Percentile £27,500 £31,250 £28,250
25th Percentile £31,250 £43,750 £38,250
Median annual salary (50th Percentile) £55,000 £57,500 £52,500
Median % change year-on-year -4.35% +9.52% -8.70%
75th Percentile £75,000 £77,500 £67,500
90th Percentile £90,000 £95,000 £82,548
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

Dagster
Job Vacancy Trend in Scotland

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

Dagster job vacancy trend in Scotland

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 1 (100.00%) Apache
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) Amazon CloudWatch
1 1 (100.00%) Amazon ECS
1 1 (100.00%) Amazon EKS
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon SQS
1 1 (100.00%) AWS
1 1 (100.00%) AWS CloudFormation
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon RDS
Development Applications
1 1 (100.00%) Git
1 1 (100.00%) MLflow
General
1 1 (100.00%) Public Sector
Job Titles
1 1 (100.00%) Artificial Intelligence Specialist
1 1 (100.00%) Developer
1 1 (100.00%) Python Developer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Warehouse Specialist
1 1 (100.00%) Senior Developer
1 1 (100.00%) Senior Python Developer
1 1 (100.00%) Senior Software Developer
1 1 (100.00%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (100.00%) AWS CDK
1 1 (100.00%) FastAPI
1 1 (100.00%) Hugging Face
1 1 (100.00%) JWT
1 1 (100.00%) NumPy
1 1 (100.00%) OAuth
1 1 (100.00%) OAuth2
1 1 (100.00%) OpenCV
1 1 (100.00%) Pandas
1 1 (100.00%) pytest
1 1 (100.00%) PyTorch
1 1 (100.00%) RESTful
1 1 (100.00%) SQLAlchemy
1 1 (100.00%) WebSockets
Miscellaneous
1 1 (100.00%) Cloud Native
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) AI
1 1 (100.00%) API Development
1 1 (100.00%) DevOps
1 1 (100.00%) Disaster Recovery
1 1 (100.00%) ETL
1 1 (100.00%) Event-Driven Architecture
1 1 (100.00%) High Availability
1 1 (100.00%) Integration Testing
1 1 (100.00%) Kanban
1 1 (100.00%) Machine Learning
1 1 (100.00%) Microservices
1 1 (100.00%) OO
1 1 (100.00%) OOP
1 1 (100.00%) Performance Optimisation
1 1 (100.00%) Process Improvement
1 1 (100.00%) Scrum
1 1 (100.00%) SEO
1 1 (100.00%) Software Engineering
1 1 (100.00%) Workflow
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Accessibility
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Grafana
1 1 (100.00%) Kubernetes
1 1 (100.00%) Terraform