pytest Job Trends in Scotland

pytest
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring pytest skills. It covers permanent job vacancies from the 6 months leading up to 27 March 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Mar 2026
Same period 2025 Same period 2024
Rank 145 121 263
Rank change year-on-year -24 +142 -
Permanent jobs citing pytest 1 1 1
As % of all permanent jobs in Scotland 0.032% 0.052% 0.017%
As % of the Libraries, Frameworks & Software Standards category 0.28% 0.24% 0.051%
Number of salaries quoted 1 1 0
10th Percentile - - -
25th Percentile £53,555 £42,500 -
Median annual salary (50th Percentile) £58,565 £45,000 -
Median % change year-on-year +30.14% - -
75th Percentile £63,576 £47,500 -
90th Percentile - - -
UK median annual salary £75,000 £75,000 £75,000
% change year-on-year - - +3.45%

All Software Libraries and Frameworks
Scotland

pytest falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Scotland.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 362 416 1,971
As % of all permanent jobs advertised in Scotland 11.53% 21.59% 34.32%
Number of salaries quoted 155 314 618
10th Percentile £28,250 £31,250 £38,750
25th Percentile £33,750 £42,500 £46,250
Median annual salary (50th Percentile) £60,000 £58,715 £60,000
Median % change year-on-year +2.19% -2.14% -4.00%
75th Percentile £70,000 £79,648 £72,433
90th Percentile £80,000 £98,474 £80,375
UK median annual salary £65,000 £66,200 £60,000
% change year-on-year -1.81% +10.33% -11.11%

pytest
Job Vacancy Trend in Scotland

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

pytest job vacancy trend in Scotland

pytest
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing pytest.

Salary distribution trend for jobs in Scotland citing pytest

pytest
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%) Dagster
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%) 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