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 10 December 2025, comparing them to the same period in the previous two years.

6 months to
10 Dec 2025
Same period 2024 Same period 2023
Rank 117 119 75
Rank change year-on-year +2 -44 +18
Permanent jobs citing Algorithms 27 29 102
As % of all permanent jobs in Scotland 0.98% 0.95% 4.10%
As % of the Miscellaneous category 3.59% 3.35% 11.09%
Number of salaries quoted 3 12 23
10th Percentile - - £46,250
25th Percentile - - £47,500
Median annual salary (50th Percentile) £75,900 £45,000 £55,000
Median % change year-on-year +68.67% -18.18% +12.24%
75th Percentile - £57,854 £75,000
90th Percentile - - £92,481
UK median annual salary £75,900 £67,500 £72,500
% change year-on-year +12.44% -6.90% +0.69%

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 753 866 920
As % of all permanent jobs advertised in Scotland 27.26% 28.33% 36.99%
Number of salaries quoted 334 388 631
10th Percentile £25,026 £36,175 £31,250
25th Percentile £30,000 £43,750 £45,000
Median annual salary (50th Percentile) £43,500 £55,000 £60,000
Median % change year-on-year -20.91% -8.33% +4.35%
75th Percentile £65,563 £72,500 £73,750
90th Percentile £75,000 £90,375 £95,063
UK median annual salary £53,877 £60,000 £62,500
% change year-on-year -10.21% -4.00% -0.33%

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
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 10 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Glasgow +33 21 - - 3
South Ayrshire - 3 £75,900 -
East Ayrshire - 2 £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 (7.41%) Apache
1 2 (7.41%) Apache Spark
1 2 (7.41%) Camunda
1 2 (7.41%) Oracle Workflow
2 1 (3.70%) Tomcat
Cloud Services
1 9 (33.33%) AWS
2 3 (11.11%) Amazon S3
3 2 (7.41%) AWS Lambda
3 2 (7.41%) Cloud Computing
3 2 (7.41%) npm
3 2 (7.41%) Serverless
3 2 (7.41%) Yarn
4 1 (3.70%) Amazon CloudWatch
4 1 (3.70%) Amazon EC2
4 1 (3.70%) Amazon ECS
4 1 (3.70%) Amazon EKS
4 1 (3.70%) Amazon SQS
4 1 (3.70%) BlazeMeter
4 1 (3.70%) Microsoft 365
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 5 (18.52%) NoSQL
2 3 (11.11%) Apache Cassandra
2 3 (11.11%) MongoDB
3 2 (7.41%) Amazon Athena
3 2 (7.41%) RDBMS
3 2 (7.41%) Relational Database
4 1 (3.70%) Amazon RDS
4 1 (3.70%) Amazon Redshift
4 1 (3.70%) Apache Hudi
4 1 (3.70%) Apache Iceberg
4 1 (3.70%) Big Data
4 1 (3.70%) Elasticsearch
4 1 (3.70%) KDB
4 1 (3.70%) Kdb+
4 1 (3.70%) MySQL
4 1 (3.70%) Parquet
4 1 (3.70%) PostgreSQL
Development Applications
1 6 (22.22%) Rational DOORS
2 4 (14.81%) JUnit
3 3 (11.11%) webpack
4 2 (7.41%) Cypress.io
4 2 (7.41%) Jenkins
4 2 (7.41%) Vite
5 1 (3.70%) Ant
5 1 (3.70%) IntelliJ
5 1 (3.70%) Jasmine
5 1 (3.70%) JIRA
5 1 (3.70%) Karma Test Runner
5 1 (3.70%) Maven
5 1 (3.70%) Protractor
5 1 (3.70%) Selenium
5 1 (3.70%) WebDriver
General
1 21 (77.78%) Finance
1 21 (77.78%) Inclusion and Diversity
1 21 (77.78%) Law
2 11 (40.74%) Banking
3 9 (33.33%) Marketing
4 5 (18.52%) Electronics
5 2 (7.41%) Analytical Skills
5 2 (7.41%) Social Skills
6 1 (3.70%) Financial Institution
6 1 (3.70%) Investment Banking
6 1 (3.70%) Legal
6 1 (3.70%) Private Banking
Job Titles
1 20 (74.07%) Software Engineer
2 11 (40.74%) Java Engineer
2 11 (40.74%) Java Software Engineer
3 7 (25.93%) Full-Stack Engineer
4 6 (22.22%) Full-Stack Software Engineer
4 6 (22.22%) Principal Engineer
5 5 (18.52%) Principal Systems Engineer
5 5 (18.52%) Systems Engineer
6 3 (11.11%) AWS Engineer
6 3 (11.11%) AWS Software Engineer
6 3 (11.11%) Lead
6 3 (11.11%) Lead Software Engineer
7 2 (7.41%) Python Engineer
7 2 (7.41%) Python Software Engineer
8 1 (3.70%) Implementation Engineer
8 1 (3.70%) iOS Software Engineer
8 1 (3.70%) Security Engineer
8 1 (3.70%) Senior
8 1 (3.70%) Senior Software Engineer
8 1 (3.70%) Test and Integration Engineer
Libraries, Frameworks & Software Standards
1 11 (40.74%) Spring
2 8 (29.63%) React
3 6 (22.22%) Spring Boot
4 5 (18.52%) Kafka
5 4 (14.81%) CSS
6 3 (11.11%) AngularJS
6 3 (11.11%) HTML
6 3 (11.11%) REST
6 3 (11.11%) RESTful
6 3 (11.11%) Web Services
7 2 (7.41%) Hibernate
7 2 (7.41%) JDBC
7 2 (7.41%) Jest
7 2 (7.41%) NumPy
7 2 (7.41%) OpenAPI
7 2 (7.41%) Pandas
7 2 (7.41%) PySpark
7 2 (7.41%) scikit-learn
7 2 (7.41%) Swagger
7 2 (7.41%) WSDL
Miscellaneous
1 2 (7.41%) Cloud Native
2 1 (3.70%) Data Structures
2 1 (3.70%) Distributed Systems
2 1 (3.70%) Fixed Income
2 1 (3.70%) Foreign Exchange (FX)
2 1 (3.70%) Public Cloud
Operating Systems
1 1 (3.70%) Apple iOS
Processes & Methodologies
1 21 (77.78%) Agile
1 21 (77.78%) SDLC
2 20 (74.07%) Community of Practice
2 20 (74.07%) Software Engineering
2 20 (74.07%) Visualisation
3 19 (70.37%) CI/CD
4 18 (66.67%) Operational Stability
5 17 (62.96%) Continuous Improvement
6 11 (40.74%) AI
6 11 (40.74%) Machine Learning
7 8 (29.63%) Full-Stack Development
8 6 (22.22%) Signal Processing
8 6 (22.22%) Systems Engineering
9 5 (18.52%) Technical Leadership
9 5 (18.52%) Test Planning
10 4 (14.81%) TDD
11 3 (11.11%) Async-Await
11 3 (11.11%) Code Quality
11 3 (11.11%) Mentoring
11 3 (11.11%) Problem-Solving
Programming Languages
1 16 (59.26%) Java
2 6 (22.22%) JavaScript
2 6 (22.22%) Python
2 6 (22.22%) TypeScript
3 5 (18.52%) SQL
4 1 (3.70%) C#
4 1 (3.70%) MATLAB
4 1 (3.70%) Scala
4 1 (3.70%) Swift
Qualifications
1 6 (22.22%) BPSS Clearance
Quality Assurance & Compliance
1 6 (22.22%) ISO/IEC 15288
2 1 (3.70%) GRC
System Software
1 1 (3.70%) Docker
Systems Management
1 6 (22.22%) Kubernetes
2 3 (11.11%) Terraform
3 1 (3.70%) Ansible
3 1 (3.70%) Grafana
Vendors
1 6 (22.22%) IBM
2 3 (11.11%) Dynatrace
2 3 (11.11%) Oracle
2 3 (11.11%) Splunk
3 1 (3.70%) Databricks
3 1 (3.70%) Microsoft