Algorithms Jobs 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 17 June 2025, comparing them to the same period in the previous two years.

6 months to
17 Jun 2025
Same period 2024 Same period 2023
Rank 84 26 142
Rank change year-on-year -58 +116 +50
Permanent jobs citing Algorithms 94 777 80
As % of all permanent jobs advertised in Scotland 3.05% 11.23% 1.89%
As % of the Miscellaneous category 11.33% 25.47% 4.61%
Number of salaries quoted 11 40 14
10th Percentile £42,500 £48,750 £42,500
25th Percentile £48,750 £55,000 £43,750
Median annual salary (50th Percentile) £57,500 £65,000 £47,500
Median % change year-on-year -11.54% +36.84% -32.14%
75th Percentile £75,250 £75,000 £55,465
90th Percentile £100,000 £100,000 £89,852
UK median annual salary £70,600 £62,500 £74,000
% change year-on-year +12.96% -15.54% +0.00%

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 830 3,051 1,734
As % of all permanent jobs advertised in Scotland 26.89% 44.12% 40.90%
Number of salaries quoted 366 872 728
10th Percentile £32,000 £29,775 £33,730
25th Percentile £48,703 £40,000 £42,500
Median annual salary (50th Percentile) £51,645 £52,500 £57,500
Median % change year-on-year -1.63% -8.70% +4.55%
75th Percentile £68,750 £69,813 £72,500
90th Percentile £93,778 £80,000 £85,000
UK median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Algorithms
Job Vacancy Trend in Scotland

Job postings citing Algorithms as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Algorithms in Scotland

Algorithms
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Algorithms in Scotland.

Salary trend for Algorithms in Scotland

Algorithms
Salary Histogram in Scotland

Salary distribution for jobs citing Algorithms in Scotland over the 6 months to 17 June 2025.

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 17 June 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 -5 79 £90,000 +38.46% 131
Edinburgh -7 13 £57,500 -17.86% 133
Algorithms
UK

Algorithms
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (9.57%) Apache
1 9 (9.57%) Apache Spark
2 8 (8.51%) Camunda
2 8 (8.51%) Oracle Workflow
3 4 (4.26%) Tomcat
4 2 (2.13%) Apache Airflow
Cloud Services
1 40 (42.55%) AWS
2 11 (11.70%) Amazon S3
3 8 (8.51%) GCP
4 7 (7.45%) npm
4 7 (7.45%) Yarn
5 5 (5.32%) AWS Lambda
5 5 (5.32%) Azure
5 5 (5.32%) Cloud Computing
5 5 (5.32%) Serverless
6 4 (4.26%) Amazon ECS
6 4 (4.26%) Microsoft 365
7 3 (3.19%) BlazeMeter
8 2 (2.13%) Amazon SageMaker
8 2 (2.13%) AWS IoT
9 1 (1.06%) Amazon CloudWatch
9 1 (1.06%) Amazon EC2
9 1 (1.06%) Amazon EKS
9 1 (1.06%) Amazon SQS
9 1 (1.06%) Datadog
9 1 (1.06%) Snowflake
Communications & Networking
1 2 (2.13%) Bluetooth
1 2 (2.13%) Ethernet
1 2 (2.13%) LoRaWAN
1 2 (2.13%) Modbus
1 2 (2.13%) MQTT
2 1 (1.06%) Internet
Database & Business Intelligence
1 21 (22.34%) NoSQL
2 15 (15.96%) MongoDB
3 12 (12.77%) Apache Cassandra
4 10 (10.64%) Relational Database
5 9 (9.57%) Amazon Athena
6 8 (8.51%) RDBMS
7 7 (7.45%) Big Data
8 5 (5.32%) Amazon Redshift
8 5 (5.32%) Apache Hudi
8 5 (5.32%) Apache Iceberg
8 5 (5.32%) Parquet
9 4 (4.26%) Elasticsearch
9 4 (4.26%) KDB
9 4 (4.26%) Kdb+
10 3 (3.19%) Oracle Database
10 3 (3.19%) PostgreSQL
11 2 (2.13%) Amazon RDS
11 2 (2.13%) DB2
11 2 (2.13%) MySQL
12 1 (1.06%) Couchbase
Development Applications
1 16 (17.02%) JUnit
2 8 (8.51%) webpack
3 7 (7.45%) Cypress.io
3 7 (7.45%) Vite
4 5 (5.32%) Git
5 3 (3.19%) Jenkins
6 1 (1.06%) Ant
6 1 (1.06%) GitLab
6 1 (1.06%) IntelliJ
6 1 (1.06%) Jasmine
6 1 (1.06%) JIRA
6 1 (1.06%) Karma Test Runner
6 1 (1.06%) Maven
6 1 (1.06%) Protractor
6 1 (1.06%) Selenium
6 1 (1.06%) WebDriver
General
1 80 (85.11%) Inclusion and Diversity
2 79 (84.04%) Finance
3 74 (78.72%) Law
4 42 (44.68%) Banking
5 31 (32.98%) Marketing
6 14 (14.89%) Analytical Skills
7 12 (12.77%) Social Skills
8 7 (7.45%) Legal
9 4 (4.26%) Investment Banking
9 4 (4.26%) Tech for Good
10 2 (2.13%) Agriculture
10 2 (2.13%) Electronics
10 2 (2.13%) Manufacturing
10 2 (2.13%) Public Sector
10 2 (2.13%) Telecoms
11 1 (1.06%) Financial Institution
11 1 (1.06%) Games
11 1 (1.06%) Private Banking
Job Titles
1 78 (82.98%) Software Engineer
2 38 (40.43%) Java Engineer
2 38 (40.43%) Java Software Engineer
3 25 (26.60%) Full-Stack Engineer
4 24 (25.53%) Full-Stack Software Engineer
5 13 (13.83%) AWS Engineer
5 13 (13.83%) AWS Software Engineer
6 11 (11.70%) Lead
7 10 (10.64%) Developer
8 9 (9.57%) Lead Software Engineer
8 9 (9.57%) Python Engineer
8 9 (9.57%) Python Software Engineer
9 8 (8.51%) Java Developer
10 6 (6.38%) Senior
11 5 (5.32%) Senior Software Engineer
12 4 (4.26%) Implementation Engineer
12 4 (4.26%) Integration Engineer
12 4 (4.26%) Software Integration Engineer
12 4 (4.26%) Test and Integration Engineer
13 3 (3.19%) Data Scientist
Libraries, Frameworks & Software Standards
1 45 (47.87%) Spring
2 37 (39.36%) React
3 29 (30.85%) Spring Boot
4 20 (21.28%) Kafka
5 13 (13.83%) AngularJS
5 13 (13.83%) REST
6 11 (11.70%) CSS
7 9 (9.57%) RESTful
7 9 (9.57%) Web Services
8 8 (8.51%) HTML
8 8 (8.51%) JDBC
8 8 (8.51%) OpenAPI
8 8 (8.51%) Swagger
8 8 (8.51%) WSDL
9 7 (7.45%) Hibernate
9 7 (7.45%) Jest
10 6 (6.38%) Pandas
10 6 (6.38%) scikit-learn
11 5 (5.32%) NumPy
11 5 (5.32%) PySpark
Miscellaneous
1 9 (9.57%) Cloud Native
2 8 (8.51%) Data Structures
3 5 (5.32%) Distributed Systems
4 4 (4.26%) Fixed Income
4 4 (4.26%) Foreign Exchange (FX)
4 4 (4.26%) Public Cloud
5 3 (3.19%) Reference Data
6 2 (2.13%) ARM Cortex
6 2 (2.13%) Embedded Systems
6 2 (2.13%) IoT
Operating Systems
1 9 (9.57%) Linux
2 2 (2.13%) Apple iOS
3 1 (1.06%) Unix
Processes & Methodologies
1 84 (89.36%) Software Engineering
2 81 (86.17%) Agile
3 77 (81.91%) SDLC
4 76 (80.85%) Visualisation
5 75 (79.79%) Community of Practice
6 71 (75.53%) CI/CD
7 70 (74.47%) Operational Stability
8 68 (72.34%) Continuous Improvement
9 44 (46.81%) Artificial Intelligence
10 42 (44.68%) Machine Learning
11 32 (34.04%) Full-Stack Development
12 20 (21.28%) Problem-Solving
13 13 (13.83%) Data Science
14 12 (12.77%) TDD
15 10 (10.64%) Code Quality
15 10 (10.64%) Risk Management
16 9 (9.57%) ETL
16 9 (9.57%) Mentoring
16 9 (9.57%) Microservices
17 8 (8.51%) Workflow
Programming Languages
1 68 (72.34%) Java
2 35 (37.23%) Python
3 27 (28.72%) JavaScript
4 25 (26.60%) SQL
5 19 (20.21%) TypeScript
6 7 (7.45%) C
6 7 (7.45%) C++
7 5 (5.32%) C#
8 4 (4.26%) Scala
9 2 (2.13%) Bash
9 2 (2.13%) R
9 2 (2.13%) Swift
10 1 (1.06%) Objective-C
10 1 (1.06%) Rust
Qualifications
1 5 (5.32%) Degree
2 2 (2.13%) Computer Science Degree
3 1 (1.06%) Master's Degree
Quality Assurance & Compliance
1 2 (2.13%) JTAG
2 1 (1.06%) Data Quality
2 1 (1.06%) GRC
System Software
1 10 (10.64%) Docker
2 2 (2.13%) Embedded Firmware
2 2 (2.13%) Firmware
Systems Management
1 28 (29.79%) Kubernetes
2 14 (14.89%) Terraform
3 5 (5.32%) Ansible
4 4 (4.26%) Grafana
5 1 (1.06%) Progress Chef
5 1 (1.06%) Single Sign-On
Vendors
1 16 (17.02%) Oracle
2 12 (12.77%) Splunk
3 11 (11.70%) Dynatrace
4 5 (5.32%) Databricks
5 4 (4.26%) Microsoft
6 3 (3.19%) Sybase
7 2 (2.13%) Google
7 2 (2.13%) NVIDIA
7 2 (2.13%) SAP
8 1 (1.06%) ForgeRock
8 1 (1.06%) Ping Identity
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