Algorithms Job Trends in Scotland

Algorithms
UK > Scotland

The table below looks at the prevalence of the term Algorithms in permanent job vacancies in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 6 February 2026, comparing them to the same period in the previous two years.

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 138 113 32
Rank change year-on-year -25 -81 +87
Permanent jobs citing Algorithms 10 30 359
As % of all permanent jobs in Scotland 0.34% 1.24% 8.91%
As % of the Miscellaneous category 1.21% 3.99% 21.82%
Number of salaries quoted 6 13 31
10th Percentile £33,750 £42,500 £47,500
25th Percentile £44,288 - £50,000
Median annual salary (50th Percentile) £75,900 £45,000 £60,000
Median % change year-on-year +68.67% -25.00% +22.45%
75th Percentile - £47,500 £75,000
90th Percentile - £61,571 £76,250
UK median annual salary £75,000 £65,000 £67,500
% change year-on-year +15.38% -3.70% -6.90%

All Generic Skills
Scotland

Algorithms falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in Scotland.

Permanent vacancies with a requirement for generic IT skills 824 752 1,645
As % of all permanent jobs advertised in Scotland 28.16% 30.98% 40.83%
Number of salaries quoted 376 322 746
10th Percentile £25,375 £38,075 £31,046
25th Percentile £30,000 £45,000 £41,250
Median annual salary (50th Percentile) £40,750 £60,000 £55,440
Median % change year-on-year -32.08% +8.23% -6.86%
75th Percentile £65,000 £75,270 £72,433
90th Percentile £75,900 £93,978 £91,592
UK median annual salary £55,000 £61,644 £57,023
% change year-on-year -10.78% +8.10% -12.27%

Algorithms
Job Vacancy Trend in Scotland

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

Algorithms job vacancy trend in Scotland

Algorithms
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Algorithms.

Salary distribution trend for jobs in Scotland citing Algorithms

Algorithms
Salary Histogram in Scotland

Salary distribution for jobs citing Algorithms in Scotland over the 6 months to 6 February 2026.

Salary histogram for Algorithms in Scotland

Algorithms
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Scotland region over the 6 months to 6 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
East Ayrshire - 3 £75,900 - 1
South Ayrshire - 3 £75,900 - 1
Edinburgh -34 2 £37,500 -16.67% 7
Fife - 1 £75,900 - 1
Moray - 1 - - 1
Algorithms
UK

Algorithms
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 2 (20.00%) Jupyter
Applications
1 2 (20.00%) Chatbot
Cloud Services
1 2 (20.00%) AWS
1 2 (20.00%) Cloud Computing
Development Applications
1 8 (80.00%) Rational DOORS
2 2 (20.00%) Visual Studio Code
General
1 7 (70.00%) Electronics
2 2 (20.00%) Finance
2 2 (20.00%) Manufacturing
2 2 (20.00%) Retail
Job Titles
1 8 (80.00%) Principal Engineer
2 7 (70.00%) Principal Systems Engineer
2 7 (70.00%) Systems Engineer
3 2 (20.00%) Artificial Intelligence Programmer
3 2 (20.00%) Programmer
3 2 (20.00%) Trainee
3 2 (20.00%) Trainee Programmer
4 1 (10.00%) Process Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) Hugging Face
1 2 (20.00%) Matplotlib
1 2 (20.00%) NumPy
1 2 (20.00%) Pandas
1 2 (20.00%) scikit-learn
1 2 (20.00%) Streamlit
Processes & Methodologies
1 8 (80.00%) Signal Processing
1 8 (80.00%) Systems Engineering
2 7 (70.00%) Technical Leadership
2 7 (70.00%) Test Planning
3 2 (20.00%) AI
3 2 (20.00%) Artificial Intelligence Engineering
3 2 (20.00%) Conversational UI
3 2 (20.00%) Customer Service
3 2 (20.00%) Data Privacy
3 2 (20.00%) LLM
3 2 (20.00%) Machine Learning
3 2 (20.00%) Neural Network
3 2 (20.00%) OO
3 2 (20.00%) OOP
3 2 (20.00%) Prompt Engineering
3 2 (20.00%) Retrieval-Augmented Generation
3 2 (20.00%) Sentiment Analysis
3 2 (20.00%) Visualisation
3 2 (20.00%) Workflow
4 1 (10.00%) Validation
Programming Languages
1 2 (20.00%) Python
2 1 (10.00%) MATLAB
Qualifications
1 8 (80.00%) BPSS Clearance
2 2 (20.00%) AWS Certification
2 2 (20.00%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 8 (80.00%) ISO/IEC 15288
Vendors
1 8 (80.00%) IBM
2 2 (20.00%) Microsoft