Hugging Face Job Trends in Scotland

Hugging Face
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Hugging Face skills. It covers permanent job vacancies from the 6 months leading up to 3 February 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Feb 2026
Same period 2025 Same period 2024
Rank 146 - -
Rank change year-on-year - - -
Permanent jobs citing Hugging Face 2 0 0
As % of all permanent jobs in Scotland 0.069% - -
As % of the Libraries, Frameworks & Software Standards category 0.57% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £33,750 - -
Median annual salary (50th Percentile) £37,500 - -
75th Percentile £41,250 - -
90th Percentile - - -
UK median annual salary £90,000 £58,000 £85,000
% change year-on-year +55.17% -31.76% +30.77%

All Software Libraries and Frameworks
Scotland

Hugging Face 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 349 577 1,293
As % of all permanent jobs advertised in Scotland 12.10% 23.59% 31.88%
Number of salaries quoted 129 330 621
10th Percentile - £33,750 £36,250
25th Percentile £28,250 £40,875 £45,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £70,000 £73,250 £72,433
90th Percentile £80,000 £90,603 £87,500
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% -7.41%

Hugging Face
Job Vacancy Trend in Scotland

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

Hugging Face job vacancy trend in Scotland

Hugging Face
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hugging Face within the Scotland region over the 6 months to 3 February 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
Edinburgh - 1 £37,500 - 4
Glasgow - 1 - - 3
Hugging Face
UK

Hugging Face
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%) Jupyter
Applications
1 2 (100.00%) Chatbot
Cloud Services
1 2 (100.00%) AWS
2 1 (50.00%) Amazon Bedrock
2 1 (50.00%) Amazon SageMaker
2 1 (50.00%) Cloud Computing
Development Applications
1 1 (50.00%) Visual Studio Code
General
1 1 (50.00%) Finance
1 1 (50.00%) Manufacturing
1 1 (50.00%) Retail
1 1 (50.00%) Social Skills
Job Titles
1 1 (50.00%) Artificial Intelligence Programmer
1 1 (50.00%) Lead
1 1 (50.00%) Programmer
1 1 (50.00%) Trainee
1 1 (50.00%) Trainee Programmer
Libraries, Frameworks & Software Standards
1 1 (50.00%) AngularJS
1 1 (50.00%) LangChain
1 1 (50.00%) Matplotlib
1 1 (50.00%) Next.js
1 1 (50.00%) Node.js
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
1 1 (50.00%) React
1 1 (50.00%) scikit-learn
1 1 (50.00%) Streamlit
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Cloud Native
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Conversational UI
2 1 (50.00%) Architectural Design
2 1 (50.00%) Architectural Patterns
2 1 (50.00%) Artificial Intelligence Engineering
2 1 (50.00%) CI/CD
2 1 (50.00%) Customer Service
2 1 (50.00%) Design Patterns
2 1 (50.00%) Generative AI
2 1 (50.00%) LLM
2 1 (50.00%) Machine Learning
2 1 (50.00%) Neural Network
2 1 (50.00%) OO
2 1 (50.00%) OOP
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Prompt Engineering
2 1 (50.00%) Retrieval-Augmented Generation
2 1 (50.00%) Sentiment Analysis
2 1 (50.00%) Visualisation
2 1 (50.00%) Workflow
Programming Languages
1 1 (50.00%) JavaScript
1 1 (50.00%) Python
1 1 (50.00%) TypeScript
Qualifications
1 1 (50.00%) AWS Certification
1 1 (50.00%) AWS Certified Cloud Practitioner
Vendors
1 1 (50.00%) Microsoft
1 1 (50.00%) OpenAI