Algorithms Job Trends

Algorithms
UK

The table below looks at the prevalence of the term Algorithms in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 29 November 2025, comparing them to the same period in the previous two years.

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 248 194 274
Rank change year-on-year -54 +80 -116
Permanent jobs citing Algorithms 530 898 603
As % of all permanent jobs in the UK 0.98% 1.36% 1.18%
As % of the Miscellaneous category 2.79% 3.96% 3.06%
Number of salaries quoted 222 464 382
10th Percentile £39,352 £45,000 £42,500
25th Percentile £47,500 £54,000 £51,250
Median annual salary (50th Percentile) £75,900 £70,000 £71,538
Median % change year-on-year +8.43% -2.15% +2.20%
75th Percentile £112,500 £83,875 £96,154
90th Percentile £139,750 £105,000 £137,375
UK excluding London median annual salary £55,000 £65,000 £55,000
% change year-on-year -15.38% +18.18% -8.33%

All Generic Skills
UK

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.

Permanent vacancies with a requirement for generic IT skills 19,015 22,669 19,679
As % of all permanent jobs advertised in the UK 35.14% 34.21% 38.46%
Number of salaries quoted 10,674 11,106 14,737
10th Percentile £27,750 £33,625 £33,736
25th Percentile £36,250 £45,000 £45,000
Median annual salary (50th Percentile) £54,963 £60,000 £62,500
Median % change year-on-year -8.40% -4.00% -
75th Percentile £77,500 £82,500 £84,056
90th Percentile £100,000 £110,000 £107,500
UK excluding London median annual salary £45,000 £54,000 £55,000
% change year-on-year -16.67% -1.82% -

Algorithms
Job Vacancy Trend

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

Algorithms job vacancy trend in the UK

Algorithms
Salary Trend

Salary distribution trend for jobs in the UK citing Algorithms.

Salary distribution trend for jobs in the UK citing Algorithms

Algorithms
Salary Histogram

Salary distribution for jobs citing Algorithms over the 6 months to 29 November 2025.

Salary histogram for Algorithms in the UK

Algorithms
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the UK over the 6 months to 29 November 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
England -54 447 £75,900 +8.43% 215
UK excluding London -82 266 £55,000 -15.38% 190
London +43 238 £108,750 +35.94% 88
Work from Home -40 119 £75,900 +26.50% 79
South East -79 73 £63,150 -2.85% 103
Scotland +36 59 £75,900 +68.67% 5
East of England -25 49 £55,000 -27.63% 29
South West -29 36 £45,021 -30.74% 26
Midlands +33 23 £75,000 +25.00% 15
North of England +24 18 £35,000 -34.28% 19
West Midlands +44 13 £60,000 +10.60% 9
North West +39 10 £38,250 -32.31% 10
East Midlands +14 8 £75,000 +11.11% 6
Wales +8 8 £57,500 +4.55% 2
Yorkshire -6 8 £35,000 -22.22% 4

Algorithms
Co-Occurring Skills & Capabilities 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 20 (3.77%) Apache Spark
2 19 (3.58%) Kinematics
3 10 (1.89%) Apache Airflow
4 7 (1.32%) CMS
5 6 (1.13%) Apache
5 6 (1.13%) Camunda
5 6 (1.13%) Oracle Workflow
6 4 (0.75%) WordPress
7 3 (0.57%) Kentico
7 3 (0.57%) Microsoft Exchange
7 3 (0.57%) Umbraco
8 2 (0.38%) Luigi
8 2 (0.38%) Tomcat
9 1 (0.19%) nginx
9 1 (0.19%) SharePoint
Applications
1 8 (1.51%) Microsoft Excel
2 7 (1.32%) Microsoft Office
2 7 (1.32%) Simulink
3 4 (0.75%) Blender
3 4 (0.75%) Microsoft PowerPoint
4 3 (0.57%) Adobe Creative Suite
4 3 (0.57%) Adobe Premiere
4 3 (0.57%) Final Cut Pro
5 2 (0.38%) Spreadsheet
6 1 (0.19%) Mathcad
6 1 (0.19%) MS Visio
Business Applications
1 4 (0.75%) Shopify
2 2 (0.38%) Dynamics CRM
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
Cloud Services
1 82 (15.47%) AWS
2 52 (9.81%) Azure
3 40 (7.55%) GCP
4 20 (3.77%) Google Analytics
5 17 (3.21%) Power Platform
6 15 (2.83%) Vertex AI
7 11 (2.08%) Amazon S3
7 11 (2.08%) GitHub
8 10 (1.89%) Amazon EKS
8 10 (1.89%) Azure Machine Learning
9 7 (1.32%) Cloud Computing
10 6 (1.13%) Azure Data Factory
10 6 (1.13%) Google Docs
10 6 (1.13%) Serverless
11 5 (0.94%) Amazon ECS
11 5 (0.94%) Azure DevOps
11 5 (0.94%) Google Sheets
11 5 (0.94%) npm
11 5 (0.94%) Snowflake
11 5 (0.94%) Yarn
Communications & Networking
1 10 (1.89%) Multicast
2 9 (1.70%) Software-Defined Radio
3 4 (0.75%) 5G
3 4 (0.75%) SD-WAN
3 4 (0.75%) WAN
4 3 (0.57%) Internet
4 3 (0.57%) TCP/IP
5 2 (0.38%) Bluetooth
5 2 (0.38%) Broadband
5 2 (0.38%) S/MIME
6 1 (0.19%) Ethernet
6 1 (0.19%) LoRaWAN
6 1 (0.19%) Modbus
6 1 (0.19%) MQTT
6 1 (0.19%) SSL
6 1 (0.19%) VPN
6 1 (0.19%) Wireless
6 1 (0.19%) X.509
Database & Business Intelligence
1 33 (6.23%) NoSQL
2 20 (3.77%) Big Data
2 20 (3.77%) Relational Database
3 19 (3.58%) Metadata
4 17 (3.21%) Power BI
5 16 (3.02%) PostgreSQL
6 15 (2.83%) Data Mining
6 15 (2.83%) MongoDB
7 13 (2.45%) Data Lake
8 11 (2.08%) MySQL
9 9 (1.70%) Apache Cassandra
9 9 (1.70%) Elasticsearch
9 9 (1.70%) KDB
9 9 (1.70%) Looker
10 8 (1.51%) BigQuery
11 7 (1.32%) Amazon Athena
11 7 (1.32%) Tableau
12 6 (1.13%) RDBMS
12 6 (1.13%) SQL Server
13 5 (0.94%) Oracle Database
Development Applications
1 38 (7.17%) Rational DOORS
2 24 (4.53%) Git
3 18 (3.40%) JIRA
4 10 (1.89%) JUnit
4 10 (1.89%) MLflow
4 10 (1.89%) Vite
5 6 (1.13%) Cypress.io
5 6 (1.13%) Jenkins
5 6 (1.13%) webpack
6 4 (0.75%) GitLab
7 3 (0.57%) TestRail
8 2 (0.38%) JConsole
8 2 (0.38%) Selenium
8 2 (0.38%) Visual Studio
8 2 (0.38%) VisualVM
9 1 (0.19%) Ant
9 1 (0.19%) IntelliJ
9 1 (0.19%) Maven
9 1 (0.19%) Protractor
9 1 (0.19%) RStudio
General
1 210 (39.62%) Finance
2 145 (27.36%) Law
3 136 (25.66%) Social Skills
4 103 (19.43%) Inclusion and Diversity
5 90 (16.98%) Analytical Skills
6 86 (16.23%) Marketing
7 84 (15.85%) Banking
8 76 (14.34%) Electronics
9 49 (9.25%) Front Office
10 42 (7.92%) Games
11 27 (5.09%) Presentation Skills
12 21 (3.96%) Investment Banking
13 19 (3.58%) Retail
14 13 (2.45%) Advertising
14 13 (2.45%) Legal
14 13 (2.45%) Manufacturing
15 12 (2.26%) Financial Institution
16 11 (2.08%) Public Sector
17 9 (1.70%) Aviation
18 8 (1.51%) Telecoms
Job Titles
1 138 (26.04%) Software Engineer
2 96 (18.11%) Senior
3 82 (15.47%) Developer
4 75 (14.15%) Lead
5 49 (9.25%) Java Engineer
6 47 (8.87%) Java Software Engineer
7 44 (8.30%) Systems Engineer
8 38 (7.17%) Principal Engineer
9 37 (6.98%) Quantitative Developer
10 31 (5.85%) Artificial Intelligence Engineer
10 31 (5.85%) Principal Systems Engineer
11 30 (5.66%) Python Engineer
12 28 (5.28%) Python Software Engineer
13 27 (5.09%) Senior Software Engineer
14 25 (4.72%) Senior Developer
15 22 (4.15%) C++ Developer
15 22 (4.15%) Data Scientist
15 22 (4.15%) Full-Stack Engineer
15 22 (4.15%) Python Developer
16 21 (3.96%) Full-Stack Software Engineer
Libraries, Frameworks & Software Standards
1 48 (9.06%) React
2 43 (8.11%) Kafka
2 43 (8.11%) Spring
3 29 (5.47%) Boost C++ Libraries
4 27 (5.09%) REST
5 25 (4.72%) Spring Boot
6 23 (4.34%) TensorFlow
7 22 (4.15%) FIX Protocol
8 20 (3.77%) Middleware
8 20 (3.77%) PyTorch
9 19 (3.58%) CSS
9 19 (3.58%) HTML
10 18 (3.40%) scikit-learn
11 16 (3.02%) Django
12 13 (2.45%) .NET
12 13 (2.45%) AngularJS
13 11 (2.08%) Flask
13 11 (2.08%) RESTful
14 10 (1.89%) Jest
14 10 (1.89%) pytest
Miscellaneous
1 69 (13.02%) Data Structures
2 52 (9.81%) Equities
3 50 (9.43%) Distributed Systems
4 31 (5.85%) Cloud Native
5 25 (4.72%) Derivative
5 25 (4.72%) Hedge funds
5 25 (4.72%) Management Information System
5 25 (4.72%) Robotics
6 17 (3.21%) Self-Motivation
7 16 (3.02%) Fixed Income
7 16 (3.02%) Foreign Exchange (FX)
7 16 (3.02%) Product Ownership
8 15 (2.83%) Public Cloud
9 14 (2.64%) Greenfield Project
10 13 (2.45%) Social Media
11 11 (2.08%) 3D Graphics
11 11 (2.08%) Life Science
11 11 (2.08%) Omics
12 10 (1.89%) Analytical Mindset
13 8 (1.51%) Embedded Systems
Operating Systems
1 45 (8.49%) Linux
2 10 (1.89%) Unix
3 4 (0.75%) Windows
4 2 (0.38%) Apple iOS
5 1 (0.19%) Android
5 1 (0.19%) Robot Operating System
5 1 (0.19%) Windows Server
Processes & Methodologies
1 219 (41.32%) Software Engineering
2 204 (38.49%) AI
3 171 (32.26%) Machine Learning
4 165 (31.13%) Agile
5 150 (28.30%) Analytics
6 135 (25.47%) SDLC
7 125 (23.58%) Problem-Solving
8 117 (22.08%) Computer Science
8 117 (22.08%) Visualisation
9 104 (19.62%) CI/CD
10 96 (18.11%) Data Science
11 93 (17.55%) Continuous Improvement
12 89 (16.79%) Mathematics
13 80 (15.09%) Community of Practice
14 77 (14.53%) Operational Stability
15 72 (13.58%) Low Latency
16 69 (13.02%) Statistics
17 60 (11.32%) OO
18 58 (10.94%) Data Analysis
18 58 (10.94%) DevOps
Programming Languages
1 242 (45.66%) Python
2 122 (23.02%) Java
3 109 (20.57%) C++
4 84 (15.85%) SQL
5 53 (10.00%) C
6 41 (7.74%) C#
7 31 (5.85%) JavaScript
8 30 (5.66%) TypeScript
9 19 (3.58%) MATLAB
10 16 (3.02%) R
11 9 (1.70%) Bash
11 9 (1.70%) Scala
12 6 (1.13%) Kotlin
12 6 (1.13%) Shell Script
13 5 (0.94%) Rust
14 4 (0.75%) Fortran
14 4 (0.75%) Go
14 4 (0.75%) Swift
14 4 (0.75%) T-SQL
15 3 (0.57%) Assembly Language
Qualifications
1 171 (32.26%) Degree
2 95 (17.92%) Master's Degree
3 88 (16.60%) PhD
4 52 (9.81%) BPSS Clearance
5 33 (6.23%) Security Cleared
6 30 (5.66%) Computer Science Degree
7 25 (4.72%) SC Cleared
8 9 (1.70%) CISM
8 9 (1.70%) CISSP
9 7 (1.32%) CISA
9 7 (1.32%) CRISC
9 7 (1.32%) DV Cleared
10 4 (0.75%) ISTQB
11 2 (0.38%) Numerate Degree
12 1 (0.19%) AWS Certification
12 1 (0.19%) AWS Certified Developer
12 1 (0.19%) CEH
12 1 (0.19%) CompTIA Security+
12 1 (0.19%) DBS Check
12 1 (0.19%) GIAC
Quality Assurance & Compliance
1 39 (7.36%) ISO/IEC 15288
2 21 (3.96%) Data Quality
3 13 (2.45%) Accessibility
3 13 (2.45%) QA
4 10 (1.89%) CDISC
4 10 (1.89%) GxP
4 10 (1.89%) HL7
5 7 (1.32%) Cyber Essentials
5 7 (1.32%) ISO/IEC 27001
6 6 (1.13%) ISO 26262
7 4 (0.75%) GDPR
7 4 (0.75%) IEC 61508
8 3 (0.57%) Actionable Recommendations
8 3 (0.57%) NIST
9 2 (0.38%) AUTOSAR
10 1 (0.19%) California Consumer Privacy Act
10 1 (0.19%) EMIR
10 1 (0.19%) EU AI Act
10 1 (0.19%) GRC
10 1 (0.19%) NIST 800
System Software
1 42 (7.92%) Docker
2 10 (1.89%) Firmware
3 5 (0.94%) Embedded Firmware
4 1 (0.19%) Active Directory
Systems Management
1 50 (9.43%) Kubernetes
2 20 (3.77%) Terraform
3 10 (1.89%) Ansible
4 5 (0.94%) Kubeflow
5 2 (0.38%) Functional Safety
5 2 (0.38%) Grafana
5 2 (0.38%) logstash
5 2 (0.38%) Progress Chef
5 2 (0.38%) Prometheus
5 2 (0.38%) Puppet
6 1 (0.19%) Computer Emergency Response Teams
Vendors
1 68 (12.83%) Google
2 38 (7.17%) IBM
3 31 (5.85%) Microsoft
4 24 (4.53%) Oracle
5 18 (3.40%) Screaming Frog
6 17 (3.21%) OpenAI
7 15 (2.83%) Ahrefs
8 10 (1.89%) Databricks
9 8 (1.51%) Splunk
9 8 (1.51%) YouTube
10 7 (1.32%) Dynatrace
11 6 (1.13%) Adobe
12 5 (0.94%) Salesforce
13 4 (0.75%) SAP
14 3 (0.57%) Alteryx
14 3 (0.57%) Facebook
14 3 (0.57%) Instagram
14 3 (0.57%) Remedy
14 3 (0.57%) TikTok
15 2 (0.38%) NVIDIA