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

6 months to
1 Dec 2025
Same period 2024 Same period 2023
Rank 264 199 269
Rank change year-on-year -65 +70 -110
Permanent jobs citing Algorithms 498 891 603
As % of all permanent jobs in the UK 0.92% 1.37% 1.19%
As % of the Miscellaneous category 2.67% 3.97% 3.11%
Number of salaries quoted 217 462 378
10th Percentile £40,009 £45,000 £42,500
25th Percentile £47,500 £54,250 £51,511
Median annual salary (50th Percentile) £75,900 £70,000 £72,500
Median % change year-on-year +8.43% -3.45% +3.57%
75th Percentile £113,750 £84,125 £96,539
90th Percentile £141,000 £105,000 £138,250
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 18,681 22,418 19,402
As % of all permanent jobs advertised in the UK 34.50% 34.57% 38.25%
Number of salaries quoted 10,484 10,966 14,636
10th Percentile £27,707 £33,625 £33,500
25th Percentile £35,917 £45,000 £45,000
Median annual salary (50th Percentile) £53,500 £60,000 £62,500
Median % change year-on-year -10.83% -4.00% -
75th Percentile £77,500 £82,750 £84,056
90th Percentile £100,000 £110,000 £106,289
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 1 December 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 1 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
England -66 430 £75,900 +8.43% 205
UK excluding London -84 243 £55,000 -15.38% 163
London +26 230 £108,750 +35.94% 63
Work from Home -42 115 £75,900 +26.50% 121
South East -80 68 £69,525 +6.96% 65
East of England -31 48 £55,000 -27.63% 33
Scotland +31 45 £75,900 +68.67% 3
South West -35 33 £45,021 -30.74% 32
Midlands +29 23 £75,000 +25.00% 15
North of England -1 18 £35,000 -34.28% 23
West Midlands +44 13 £60,000 +10.60% 9
North West +27 10 £38,250 -32.31% 11
Wales +10 8 £57,500 +4.55% 1
East Midlands +10 8 £75,000 +20.00% 5
Yorkshire -3 8 £35,000 -22.22% 3

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 19 (3.82%) Kinematics
2 17 (3.41%) Apache Spark
3 10 (2.01%) Apache Airflow
4 6 (1.20%) CMS
5 5 (1.00%) Apache
6 4 (0.80%) Camunda
6 4 (0.80%) Oracle Workflow
6 4 (0.80%) WordPress
7 3 (0.60%) Microsoft Exchange
8 2 (0.40%) Kentico
8 2 (0.40%) Luigi
8 2 (0.40%) Tomcat
8 2 (0.40%) Umbraco
9 1 (0.20%) nginx
9 1 (0.20%) SharePoint
Applications
1 8 (1.61%) Microsoft Excel
2 7 (1.41%) Microsoft Office
2 7 (1.41%) Simulink
3 4 (0.80%) Microsoft PowerPoint
4 3 (0.60%) Adobe Creative Suite
4 3 (0.60%) Adobe Premiere
4 3 (0.60%) Blender
4 3 (0.60%) Final Cut Pro
5 2 (0.40%) Spreadsheet
6 1 (0.20%) Mathcad
6 1 (0.20%) MS Visio
Business Applications
1 4 (0.80%) Shopify
2 2 (0.40%) Dynamics CRM
3 1 (0.20%) Bloomberg AIM
3 1 (0.20%) Distributed Ledger
3 1 (0.20%) Fidessa
Cloud Services
1 71 (14.26%) AWS
2 50 (10.04%) Azure
3 40 (8.03%) GCP
4 19 (3.82%) Google Analytics
5 17 (3.41%) Power Platform
6 15 (3.01%) Vertex AI
7 11 (2.21%) GitHub
8 10 (2.01%) Azure Machine Learning
9 9 (1.81%) Amazon EKS
9 9 (1.81%) Amazon S3
10 6 (1.20%) Azure Data Factory
10 6 (1.20%) Cloud Computing
10 6 (1.20%) Google Docs
11 5 (1.00%) Azure DevOps
11 5 (1.00%) Google Sheets
11 5 (1.00%) Google Workspace
11 5 (1.00%) Serverless
11 5 (1.00%) Snowflake
12 4 (0.80%) Amazon ECS
12 4 (0.80%) dbt
Communications & Networking
1 10 (2.01%) Multicast
2 9 (1.81%) Software-Defined Radio
3 3 (0.60%) 5G
3 3 (0.60%) SD-WAN
3 3 (0.60%) TCP/IP
3 3 (0.60%) WAN
4 2 (0.40%) Bluetooth
4 2 (0.40%) Broadband
4 2 (0.40%) Internet
4 2 (0.40%) S/MIME
5 1 (0.20%) Ethernet
5 1 (0.20%) LoRaWAN
5 1 (0.20%) Modbus
5 1 (0.20%) MQTT
5 1 (0.20%) Network Security
5 1 (0.20%) SSL
5 1 (0.20%) VPN
5 1 (0.20%) Wireless
5 1 (0.20%) X.509
Database & Business Intelligence
1 29 (5.82%) NoSQL
2 19 (3.82%) Metadata
3 17 (3.41%) Power BI
4 16 (3.21%) Big Data
5 15 (3.01%) Data Mining
5 15 (3.01%) PostgreSQL
5 15 (3.01%) Relational Database
6 14 (2.81%) MongoDB
7 13 (2.61%) Data Lake
8 8 (1.61%) Apache Cassandra
8 8 (1.61%) BigQuery
8 8 (1.61%) Elasticsearch
8 8 (1.61%) KDB
8 8 (1.61%) Looker
8 8 (1.61%) MySQL
9 7 (1.41%) Tableau
10 6 (1.20%) SQL Server
11 5 (1.00%) Amazon Athena
12 4 (0.80%) RDBMS
12 4 (0.80%) Redis
Development Applications
1 35 (7.03%) Rational DOORS
2 22 (4.42%) Git
3 18 (3.61%) JIRA
4 10 (2.01%) MLflow
5 7 (1.41%) JUnit
5 7 (1.41%) Vite
6 6 (1.20%) Jenkins
7 5 (1.00%) webpack
8 4 (0.80%) Cypress.io
8 4 (0.80%) GitLab
9 3 (0.60%) TestRail
10 2 (0.40%) JConsole
10 2 (0.40%) Visual Studio
10 2 (0.40%) VisualVM
11 1 (0.20%) Ant
11 1 (0.20%) Bazaar
11 1 (0.20%) IntelliJ
11 1 (0.20%) Jasmine
11 1 (0.20%) Karma Test Runner
11 1 (0.20%) Maven
General
1 184 (36.95%) Finance
2 133 (26.71%) Social Skills
3 118 (23.69%) Law
4 84 (16.87%) Analytical Skills
5 77 (15.46%) Inclusion and Diversity
6 74 (14.86%) Marketing
7 73 (14.66%) Electronics
8 69 (13.86%) Banking
9 48 (9.64%) Front Office
10 42 (8.43%) Games
11 27 (5.42%) Presentation Skills
12 19 (3.82%) Retail
13 17 (3.41%) Investment Banking
14 13 (2.61%) Advertising
14 13 (2.61%) Manufacturing
15 12 (2.41%) Financial Institution
15 12 (2.41%) Legal
16 11 (2.21%) Public Sector
17 9 (1.81%) Aviation
18 8 (1.61%) Telecoms
Job Titles
1 112 (22.49%) Software Engineer
2 92 (18.47%) Senior
3 81 (16.27%) Developer
4 72 (14.46%) Lead
5 40 (8.03%) Systems Engineer
6 37 (7.43%) Quantitative Developer
7 36 (7.23%) Principal Engineer
8 35 (7.03%) Java Engineer
9 33 (6.63%) Java Software Engineer
10 31 (6.22%) Artificial Intelligence Engineer
11 29 (5.82%) Principal Systems Engineer
12 26 (5.22%) Python Engineer
13 25 (5.02%) Senior Developer
14 24 (4.82%) Python Software Engineer
14 24 (4.82%) Senior Software Engineer
15 22 (4.42%) C++ Developer
15 22 (4.42%) Data Scientist
15 22 (4.42%) Python Developer
16 20 (4.02%) C++ Quantitative Developer
17 19 (3.82%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 36 (7.23%) Kafka
1 36 (7.23%) React
2 30 (6.02%) Spring
3 29 (5.82%) Boost C++ Libraries
4 23 (4.62%) TensorFlow
5 22 (4.42%) REST
6 21 (4.22%) FIX Protocol
7 20 (4.02%) Middleware
7 20 (4.02%) PyTorch
8 17 (3.41%) scikit-learn
9 16 (3.21%) Django
9 16 (3.21%) Spring Boot
10 15 (3.01%) CSS
10 15 (3.01%) HTML
11 13 (2.61%) .NET
12 11 (2.21%) Flask
13 10 (2.01%) FastAPI
13 10 (2.01%) FHIR
13 10 (2.01%) pytest
14 9 (1.81%) AngularJS
Miscellaneous
1 67 (13.45%) Data Structures
2 52 (10.44%) Equities
3 46 (9.24%) Distributed Systems
4 28 (5.62%) Cloud Native
5 25 (5.02%) Hedge funds
5 25 (5.02%) Management Information System
5 25 (5.02%) Robotics
6 24 (4.82%) Derivative
7 15 (3.01%) Fixed Income
7 15 (3.01%) Self-Motivation
8 14 (2.81%) Foreign Exchange (FX)
8 14 (2.81%) Greenfield Project
8 14 (2.81%) Product Ownership
9 13 (2.61%) Social Media
10 11 (2.21%) 3D Graphics
10 11 (2.21%) Life Science
10 11 (2.21%) Omics
11 10 (2.01%) Public Cloud
12 9 (1.81%) Analytical Mindset
13 8 (1.61%) FPGA
Operating Systems
1 45 (9.04%) Linux
2 8 (1.61%) Unix
3 4 (0.80%) Windows
4 2 (0.40%) Apple iOS
5 1 (0.20%) Android
5 1 (0.20%) Robot Operating System
5 1 (0.20%) Windows Server
Processes & Methodologies
1 194 (38.96%) Software Engineering
2 190 (38.15%) AI
3 158 (31.73%) Machine Learning
4 146 (29.32%) Analytics
5 141 (28.31%) Agile
6 117 (23.49%) Computer Science
6 117 (23.49%) Problem-Solving
7 109 (21.89%) SDLC
8 96 (19.28%) Visualisation
9 94 (18.88%) Data Science
10 88 (17.67%) Mathematics
11 84 (16.87%) CI/CD
12 74 (14.86%) Continuous Improvement
13 72 (14.46%) Low Latency
14 69 (13.86%) Statistics
15 57 (11.45%) Community of Practice
16 56 (11.24%) Data Analysis
16 56 (11.24%) DevOps
16 56 (11.24%) OO
17 55 (11.04%) Technical Leadership
Programming Languages
1 233 (46.79%) Python
2 107 (21.49%) C++
3 102 (20.48%) Java
4 75 (15.06%) SQL
5 53 (10.64%) C
6 40 (8.03%) C#
7 26 (5.22%) JavaScript
8 22 (4.42%) TypeScript
9 18 (3.61%) MATLAB
10 16 (3.21%) R
11 9 (1.81%) Bash
12 7 (1.41%) Scala
13 5 (1.00%) Kotlin
13 5 (1.00%) Rust
14 4 (0.80%) Fortran
14 4 (0.80%) Go
14 4 (0.80%) Shell Script
14 4 (0.80%) Swift
14 4 (0.80%) T-SQL
15 3 (0.60%) VC++
Qualifications
1 170 (34.14%) Degree
2 95 (19.08%) Master's Degree
3 89 (17.87%) PhD
4 49 (9.84%) BPSS Clearance
5 33 (6.63%) Security Cleared
6 29 (5.82%) Computer Science Degree
7 25 (5.02%) SC Cleared
8 9 (1.81%) CISM
8 9 (1.81%) CISSP
9 7 (1.41%) CISA
9 7 (1.41%) CRISC
9 7 (1.41%) DV Cleared
10 4 (0.80%) ISTQB
11 2 (0.40%) Numerate Degree
12 1 (0.20%) A+ Certification
12 1 (0.20%) CEH
12 1 (0.20%) CompTIA Security+
12 1 (0.20%) DBS Check
12 1 (0.20%) GIAC
12 1 (0.20%) Microsoft Certification
Quality Assurance & Compliance
1 36 (7.23%) ISO/IEC 15288
2 21 (4.22%) Data Quality
3 13 (2.61%) Accessibility
3 13 (2.61%) QA
4 10 (2.01%) CDISC
4 10 (2.01%) GxP
4 10 (2.01%) HL7
5 7 (1.41%) Cyber Essentials
5 7 (1.41%) ISO/IEC 27001
6 6 (1.20%) ISO 26262
7 4 (0.80%) GDPR
7 4 (0.80%) IEC 61508
8 3 (0.60%) Actionable Recommendations
8 3 (0.60%) NIST
9 2 (0.40%) AUTOSAR
10 1 (0.20%) California Consumer Privacy Act
10 1 (0.20%) EMIR
10 1 (0.20%) EU AI Act
10 1 (0.20%) GRC
10 1 (0.20%) NIST 800
System Software
1 36 (7.23%) Docker
2 10 (2.01%) Firmware
3 5 (1.00%) Embedded Firmware
4 1 (0.20%) Active Directory
Systems Management
1 40 (8.03%) Kubernetes
2 15 (3.01%) Terraform
3 8 (1.61%) Ansible
4 5 (1.00%) Kubeflow
5 2 (0.40%) Functional Safety
5 2 (0.40%) Grafana
5 2 (0.40%) logstash
5 2 (0.40%) Progress Chef
5 2 (0.40%) Prometheus
5 2 (0.40%) Puppet
6 1 (0.20%) Computer Emergency Response Teams
Vendors
1 63 (12.65%) Google
2 35 (7.03%) IBM
3 30 (6.02%) Microsoft
4 17 (3.41%) OpenAI
4 17 (3.41%) Oracle
5 15 (3.01%) Screaming Frog
6 13 (2.61%) Ahrefs
7 8 (1.61%) Databricks
7 8 (1.61%) YouTube
8 6 (1.20%) Adobe
8 6 (1.20%) Splunk
9 5 (1.00%) Dynatrace
9 5 (1.00%) Salesforce
10 4 (0.80%) SAP
11 3 (0.60%) Alteryx
11 3 (0.60%) Facebook
11 3 (0.60%) Instagram
11 3 (0.60%) Remedy
11 3 (0.60%) TikTok
12 2 (0.40%) Thales