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 21 April 2026, comparing them to the same period in the previous two years.

6 months to
21 Apr 2026
Same period 2025 Same period 2024
Rank 128 93 23
Rank change year-on-year -35 -70 +82
Permanent jobs citing Algorithms 13 28 890
As % of all permanent jobs in Scotland 0.39% 1.45% 14.24%
As % of the Miscellaneous category 1.54% 4.83% 28.45%
Number of salaries quoted 11 18 47
10th Percentile - £42,500 £49,500
25th Percentile £33,750 - £54,375
Median annual salary (50th Percentile) £39,500 £45,000 £65,000
Median % change year-on-year -12.22% -30.77% +30.00%
75th Percentile £60,325 £66,250 £75,000
90th Percentile £75,900 £88,975 £100,000
UK median annual salary £60,000 £70,000 £65,000
% change year-on-year -14.29% +7.69% -13.33%

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 842 580 3,128
As % of all permanent jobs advertised in Scotland 25.04% 30.13% 50.04%
Number of salaries quoted 441 325 847
10th Percentile £27,000 £35,400 £28,750
25th Percentile £30,000 £43,750 £40,000
Median annual salary (50th Percentile) £45,000 £57,500 £55,000
Median % change year-on-year -21.74% +4.55% -6.32%
75th Percentile £70,000 £75,360 £72,433
90th Percentile £78,750 £93,778 £83,029
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -15.38%

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 21 April 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 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
Edinburgh -14 7 £37,500 -16.67% 8
Fife - 2 £75,900 - 2
Highlands - 1 £39,500 -
East Ayrshire - 1 - -
South Ayrshire - 1 £75,900 -
Aberdeen - 1 £39,500 - 2
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 5 (38.46%) Jupyter
Applications
1 5 (38.46%) Chatbot
Cloud Services
1 5 (38.46%) AWS
1 5 (38.46%) Cloud Computing
Development Applications
1 5 (38.46%) Visual Studio Code
2 4 (30.77%) Rational DOORS
General
1 8 (61.54%) Finance
2 5 (38.46%) Manufacturing
2 5 (38.46%) Retail
3 4 (30.77%) Electronics
4 3 (23.08%) Advertising
4 3 (23.08%) Inclusion and Diversity
4 3 (23.08%) Marketing
4 3 (23.08%) Social Skills
Job Titles
1 5 (38.46%) Artificial Intelligence Programmer
1 5 (38.46%) Programmer
1 5 (38.46%) Systems Engineer
1 5 (38.46%) Trainee
1 5 (38.46%) Trainee Programmer
2 4 (30.77%) Principal Engineer
2 4 (30.77%) Principal Systems Engineer
3 3 (23.08%) Business Sales Executive
3 3 (23.08%) New Business Sales Executive
3 3 (23.08%) Sales Executive
4 1 (7.69%) Research Engineer
Libraries, Frameworks & Software Standards
1 5 (38.46%) Hugging Face
1 5 (38.46%) Matplotlib
1 5 (38.46%) NumPy
1 5 (38.46%) Pandas
1 5 (38.46%) scikit-learn
1 5 (38.46%) Streamlit
Miscellaneous
1 3 (23.08%) Onboarding
2 1 (7.69%) Distributed Systems
Processes & Methodologies
1 6 (46.15%) AI
1 6 (46.15%) LLM
1 6 (46.15%) Machine Learning
2 5 (38.46%) Artificial Intelligence Engineering
2 5 (38.46%) Conversational UI
2 5 (38.46%) Customer Service
2 5 (38.46%) Data Privacy
2 5 (38.46%) Neural Network
2 5 (38.46%) OO
2 5 (38.46%) OOP
2 5 (38.46%) Prompt Engineering
2 5 (38.46%) Retrieval-Augmented Generation
2 5 (38.46%) Sentiment Analysis
2 5 (38.46%) Visualisation
2 5 (38.46%) Workflow
3 4 (30.77%) Signal Processing
3 4 (30.77%) Systems Engineering
3 4 (30.77%) Technical Leadership
3 4 (30.77%) Test Planning
4 3 (23.08%) Digital Marketing
Programming Languages
1 6 (46.15%) Python
2 1 (7.69%) C
2 1 (7.69%) C++
Qualifications
1 5 (38.46%) AWS Certification
1 5 (38.46%) AWS Certified Cloud Practitioner
2 4 (30.77%) BPSS Clearance
3 1 (7.69%) Computer Science Degree
3 1 (7.69%) Degree
Quality Assurance & Compliance
1 4 (30.77%) ISO/IEC 15288
Vendors
1 5 (38.46%) Microsoft
2 4 (30.77%) IBM