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 11 August 2026, comparing them to the same period in the previous two years.

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 116 72 25
Rank change year-on-year -44 -47 +95
Permanent jobs citing Algorithms 21 89 564
As % of all permanent jobs in Scotland 0.60% 3.49% 10.81%
As % of the Miscellaneous category 2.16% 12.75% 24.38%
Number of salaries quoted 8 8 22
10th Percentile - - £53,875
25th Percentile £33,750 £48,750 £55,163
Median annual salary (50th Percentile) £39,500 £66,000 £65,000
Median % change year-on-year -40.15% +1.54% +30.00%
75th Percentile £44,750 £88,188 £75,000
90th Percentile £54,095 £100,000 £98,000
UK median annual salary £65,000 £67,750 £63,000
% change year-on-year -4.06% +7.54% -10.00%

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 970 698 2,313
As % of all permanent jobs advertised in Scotland 27.67% 27.35% 44.34%
Number of salaries quoted 521 278 641
10th Percentile £27,500 £27,500 £32,500
25th Percentile £31,500 £37,688 £42,000
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% -4.35%
75th Percentile £70,000 £71,462 £70,000
90th Percentile £80,000 £97,500 £80,000
UK median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% -11.54%

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 11 August 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 11 August 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
Glasgow -32 9 - - 16
Edinburgh +5 8 £37,500 -34.78% 8
Highlands - 2 £39,500 -
Aberdeen - 1 £39,500 -
Fife - 1 £75,900 - 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 3 (14.29%) Apache Airflow
1 3 (14.29%) Apache Spark
1 3 (14.29%) Jupyter
Applications
1 3 (14.29%) Chatbot
Cloud Services
1 8 (38.10%) AWS
2 3 (14.29%) Amazon ECS
2 3 (14.29%) Azure
2 3 (14.29%) Cloud Computing
2 3 (14.29%) Datadog
2 3 (14.29%) dbt
2 3 (14.29%) GCP
2 3 (14.29%) GitHub
2 3 (14.29%) GitHub Actions
Development Applications
1 3 (14.29%) GitLab
1 3 (14.29%) Jenkins
1 3 (14.29%) Visual Studio Code
2 1 (4.76%) Rational DOORS
General
1 19 (90.48%) Finance
2 16 (76.19%) Inclusion and Diversity
3 9 (42.86%) Law
3 9 (42.86%) Marketing
4 4 (19.05%) Advertising
4 4 (19.05%) Banking
4 4 (19.05%) Private Banking
4 4 (19.05%) Social Skills
5 3 (14.29%) Aerospace
5 3 (14.29%) Influencing Skills
5 3 (14.29%) Manufacturing
5 3 (14.29%) Retail
6 1 (4.76%) Electronics
Job Titles
1 10 (47.62%) Lead
2 5 (23.81%) Systems Engineer
3 4 (19.05%) Business Sales Executive
3 4 (19.05%) New Business Sales Executive
3 4 (19.05%) Sales Executive
4 3 (14.29%) Artificial Intelligence Programmer
4 3 (14.29%) Lead Systems Engineer
4 3 (14.29%) Programmer
4 3 (14.29%) Radar Engineer
4 3 (14.29%) Trainee
4 3 (14.29%) Trainee Programmer
5 2 (9.52%) AWS Engineer
5 2 (9.52%) AWS Software Engineer
5 2 (9.52%) Kubernetes Engineer
5 2 (9.52%) Software Engineer
6 1 (4.76%) Principal Engineer
6 1 (4.76%) Principal Systems Engineer
6 1 (4.76%) Research Engineer
Libraries, Frameworks & Software Standards
1 7 (33.33%) Hugging Face
2 4 (19.05%) PyTorch
3 3 (14.29%) .NET
3 3 (14.29%) Kafka
3 3 (14.29%) Matplotlib
3 3 (14.29%) NumPy
3 3 (14.29%) Pandas
3 3 (14.29%) scikit-learn
3 3 (14.29%) Spring
3 3 (14.29%) Spring Boot
3 3 (14.29%) Streamlit
Miscellaneous
1 4 (19.05%) AI Agents
1 4 (19.05%) Onboarding
2 3 (14.29%) Cloud Native
2 3 (14.29%) Data Structures
3 1 (4.76%) Distributed Systems
Processes & Methodologies
1 10 (47.62%) AI
2 8 (38.10%) LLM
2 8 (38.10%) Machine Learning
3 7 (33.33%) Data Analysis
3 7 (33.33%) Prompt Engineering
3 7 (33.33%) Validation
3 7 (33.33%) Workflow
4 6 (28.57%) Continuous Improvement
5 5 (23.81%) CI/CD
5 5 (23.81%) Visualisation
6 4 (19.05%) Asset Management
6 4 (19.05%) Customer Experience
6 4 (19.05%) Digital Marketing
6 4 (19.05%) Generative AI
6 4 (19.05%) Model Validation
6 4 (19.05%) Natural Language Processing
6 4 (19.05%) Signal Processing
6 4 (19.05%) Statistical Analysis
6 4 (19.05%) Statistical Modelling
6 4 (19.05%) Wealth Management
Programming Languages
1 11 (52.38%) Python
2 3 (14.29%) Java
3 2 (9.52%) Go
4 1 (4.76%) C
4 1 (4.76%) C++
Qualifications
1 6 (28.57%) AWS Certification
2 5 (23.81%) Degree
3 4 (19.05%) BPSS Clearance
3 4 (19.05%) PhD
4 3 (14.29%) AWS Certified Cloud Practitioner
4 3 (14.29%) AWS Certified Solutions Architect
4 3 (14.29%) DV Cleared
4 3 (14.29%) SC Cleared
4 3 (14.29%) Security Cleared
5 1 (4.76%) Computer Science Degree
Quality Assurance & Compliance
1 3 (14.29%) Accessibility
2 1 (4.76%) ISO/IEC 15288
System Software
1 3 (14.29%) Docker
Systems Management
1 5 (23.81%) Kubernetes
2 3 (14.29%) Ansible
2 3 (14.29%) Argo
2 3 (14.29%) Grafana
2 3 (14.29%) Prometheus
2 3 (14.29%) Terraform
Vendors
1 3 (14.29%) Dynatrace
1 3 (14.29%) Microsoft
1 3 (14.29%) Splunk
2 1 (4.76%) IBM