Flask Contracts in Scotland

Flask
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Flask skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Flask over the 6 months leading up to 7 August 2025, comparing them to the same period in the previous two years.

6 months to
7 Aug 2025
Same period 2024 Same period 2023
Rank 114 112 129
Rank change year-on-year -2 +17 +31
Contract jobs citing Flask 8 1 24
As % of all contract jobs advertised in Scotland 0.47% 0.053% 0.92%
As % of the Libraries, Frameworks & Software Standards category 1.97% 0.27% 3.88%
Number of daily rates quoted 3 0 24
10th Percentile £427 - £394
25th Percentile £438 - £414
Median daily rate (50th Percentile) £465 - £439
Median % change year-on-year - - -3.04%
75th Percentile £509 - £481
90th Percentile £531 - £498
UK median daily rate £480 £505 £483
% change year-on-year -4.95% +4.50% -15.96%

All Software Libraries and Frameworks
Scotland

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

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 406 368 619
As % of all contract IT jobs advertised in Scotland 23.65% 19.55% 23.68%
Number of daily rates quoted 252 258 445
10th Percentile £313 £325 £388
25th Percentile £418 £400 £425
Median daily rate (50th Percentile) £475 £455 £480
Median % change year-on-year +4.40% -5.11% -4.10%
75th Percentile £538 £550 £538
90th Percentile £600 £679 £613
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -2.22%
Number of hourly rates quoted 1 3 5
10th Percentile - £51.50 £18.90
25th Percentile £52.50 £51.88 £27.50
Median hourly rate £55.00 £55.00 £47.73
Median % change year-on-year - +15.23% +0.48%
75th Percentile £57.50 £57.50 £59.03
90th Percentile - - -
UK median hourly rate £54.88 £51.25 £60.00
% change year-on-year +7.07% -14.58% +4.35%

Flask
Job Vacancy Trend in Scotland

Job postings citing Flask as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Flask in Scotland

Flask
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Flask in Scotland.

Daily rate trend for Flask in Scotland

Flask
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 Flask within the Scotland region over the 6 months to 7 August 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 - 7 £451 - 1
Edinburgh 0 1 £545 -
Flask
UK

Flask
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 5 (62.50%) OpenShift
2 1 (12.50%) Amazon S3
2 1 (12.50%) AWS
Database & Business Intelligence
1 5 (62.50%) Redis
2 4 (50.00%) NoSQL
3 3 (37.50%) Big Data
Development Applications
1 5 (62.50%) Jenkins
2 3 (37.50%) Artifactory
General
1 7 (87.50%) Social Skills
2 1 (12.50%) Pharmaceutical
Job Titles
1 4 (50.00%) Python Engineer
2 3 (37.50%) Artificial Intelligence Engineer
2 3 (37.50%) Platform Engineer
3 2 (25.00%) Data Engineer
3 2 (25.00%) Integration Engineer
3 2 (25.00%) Python Data Engineer
3 2 (25.00%) Python Software Engineer
3 2 (25.00%) Software Engineer
3 2 (25.00%) Software Integration Engineer
4 1 (12.50%) Development Engineer
4 1 (12.50%) Lead
4 1 (12.50%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (100.00%) FastAPI
2 6 (75.00%) RESTful
3 5 (62.50%) Kafka
3 5 (62.50%) LangChain
3 5 (62.50%) LangGraph
3 5 (62.50%) OAuth
3 5 (62.50%) OAuth2
4 4 (50.00%) Loki
4 4 (50.00%) PyTorch
4 4 (50.00%) TensorFlow
5 3 (37.50%) Hugging Face
5 3 (37.50%) OpenTelemetry
6 1 (12.50%) CSS
6 1 (12.50%) CSS3
6 1 (12.50%) HTML
6 1 (12.50%) HTML5
6 1 (12.50%) React
6 1 (12.50%) REST
6 1 (12.50%) Spring Batch
6 1 (12.50%) Spring Boot
Miscellaneous
1 4 (50.00%) AI Agents
2 3 (37.50%) Private Cloud
3 2 (25.00%) Cloud Native
Processes & Methodologies
1 7 (87.50%) Artificial Intelligence
1 7 (87.50%) CI/CD
1 7 (87.50%) Generative AI
2 6 (75.00%) Agile
2 6 (75.00%) Microservices
3 5 (62.50%) Computer Science
3 5 (62.50%) Containerisation
3 5 (62.50%) Data Engineering
3 5 (62.50%) DevOps
3 5 (62.50%) GitOps
3 5 (62.50%) LLM
3 5 (62.50%) Machine Learning
3 5 (62.50%) ModelOps
3 5 (62.50%) Scrum
3 5 (62.50%) Secure Coding
3 5 (62.50%) Site Reliability Engineering
3 5 (62.50%) Software Engineering
3 5 (62.50%) Use Case
4 4 (50.00%) MLOps
4 4 (50.00%) Workflow
Programming Languages
1 8 (100.00%) Python
2 5 (62.50%) SQL
3 3 (37.50%) Java
3 3 (37.50%) TypeScript
4 2 (25.00%) JavaScript
Qualifications
1 3 (37.50%) Computer Science Degree
1 3 (37.50%) Degree
1 3 (37.50%) Master's Degree
Quality Assurance & Compliance
1 1 (12.50%) Disclosure Scotland
Systems Management
1 5 (62.50%) Grafana
1 5 (62.50%) Kubernetes
1 5 (62.50%) Prometheus
2 4 (50.00%) Kustomize