FastAPI Job Trends in Scotland

FastAPI
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring FastAPI skills. It covers permanent job vacancies from the 6 months leading up to 21 April 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 139 117 277
Rank change year-on-year -22 +160 -
Permanent jobs citing FastAPI 2 4 1
As % of all permanent jobs in Scotland 0.059% 0.21% 0.016%
As % of the Libraries, Frameworks & Software Standards category 0.58% 1.01% 0.047%
Number of salaries quoted 1 4 1
10th Percentile - - -
25th Percentile £53,555 £42,500 £55,000
Median annual salary (50th Percentile) £58,565 £52,500 £60,000
Median % change year-on-year +11.55% -12.50% -
75th Percentile £63,576 £62,500 £65,000
90th Percentile - - -
UK median annual salary £87,500 £77,500 £82,500
% change year-on-year +12.90% -6.06% +3.13%

All Software Libraries and Frameworks
Scotland

FastAPI 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 344 396 2,128
As % of all permanent jobs advertised in Scotland 10.23% 20.57% 34.04%
Number of salaries quoted 155 299 639
10th Percentile £28,250 £31,250 £38,750
25th Percentile £42,250 £46,278 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - -5.88%
75th Percentile £70,000 £82,625 £72,433
90th Percentile £80,000 £98,474 £80,000
UK median annual salary £65,000 £66,100 £60,000
% change year-on-year -1.66% +10.17% -11.11%

FastAPI
Job Vacancy Trend in Scotland

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

FastAPI job vacancy trend in Scotland

FastAPI
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing FastAPI.

Salary distribution trend for jobs in Scotland citing FastAPI

FastAPI
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing FastAPI within the Scotland region over the 6 months to 21 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Aberdeen - 1 - -
FastAPI
UK

FastAPI
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 (50.00%) Apache
1 1 (50.00%) Apache Airflow
Cloud Services
1 1 (50.00%) Amazon CloudWatch
1 1 (50.00%) Amazon ECS
1 1 (50.00%) Amazon EKS
1 1 (50.00%) Amazon S3
1 1 (50.00%) Amazon SQS
1 1 (50.00%) AWS
1 1 (50.00%) AWS CloudFormation
1 1 (50.00%) AWS Lambda
1 1 (50.00%) Azure
1 1 (50.00%) Dagster
1 1 (50.00%) GCP
1 1 (50.00%) SaaS
1 1 (50.00%) Serverless
Database & Business Intelligence
1 1 (50.00%) Amazon RDS
Development Applications
1 1 (50.00%) Git
1 1 (50.00%) MLflow
General
1 1 (50.00%) Public Sector
Job Titles
1 2 (100.00%) Senior
2 1 (50.00%) Artificial Intelligence Engineer
2 1 (50.00%) Artificial Intelligence Specialist
2 1 (50.00%) Developer
2 1 (50.00%) Python Developer
2 1 (50.00%) Senior Data Warehouse Specialist
2 1 (50.00%) Senior Developer
2 1 (50.00%) Senior Python Developer
2 1 (50.00%) Senior Software Developer
2 1 (50.00%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) AWS CDK
1 1 (50.00%) Hugging Face
1 1 (50.00%) JWT
1 1 (50.00%) LangChain
1 1 (50.00%) NumPy
1 1 (50.00%) OAuth
1 1 (50.00%) OAuth2
1 1 (50.00%) OpenCV
1 1 (50.00%) Pandas
1 1 (50.00%) pytest
1 1 (50.00%) PyTorch
1 1 (50.00%) React
1 1 (50.00%) RESTful
1 1 (50.00%) SQLAlchemy
1 1 (50.00%) WebSockets
Miscellaneous
1 1 (50.00%) AI Agents
1 1 (50.00%) Cloud Native
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) LLM
2 1 (50.00%) API Development
2 1 (50.00%) Computer Vision
2 1 (50.00%) Data Pipeline
2 1 (50.00%) DevOps
2 1 (50.00%) Event-Driven
2 1 (50.00%) Event-Driven Architecture
2 1 (50.00%) High Availability
2 1 (50.00%) Infrastructure as Code
2 1 (50.00%) Integration Testing
2 1 (50.00%) Kanban
2 1 (50.00%) Machine Learning
2 1 (50.00%) Microservices
2 1 (50.00%) Observability
2 1 (50.00%) OCR
2 1 (50.00%) Performance Optimisation
2 1 (50.00%) Process Improvement
2 1 (50.00%) Product Roadmap
2 1 (50.00%) Software Engineering
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) JavaScript
2 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Accessibility
System Software
1 1 (50.00%) Docker
Systems Management
1 1 (50.00%) Grafana
1 1 (50.00%) Kubernetes
1 1 (50.00%) Terraform