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

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 259 199 273
Rank change year-on-year -60 +74 -113
Permanent jobs citing Algorithms 497 888 600
As % of all permanent jobs in the UK 0.92% 1.39% 1.19%
As % of the Miscellaneous category 2.66% 4.00% 3.11%
Number of salaries quoted 217 461 371
10th Percentile £40,009 £45,000 £42,500
25th Percentile £47,500 £55,000 £52,293
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 £84,250 £96,539
90th Percentile £141,000 £105,000 £137,500
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 18,704 22,197 19,309
As % of all permanent jobs advertised in the UK 34.47% 34.73% 38.18%
Number of salaries quoted 10,508 10,874 14,559
10th Percentile £27,707 £33,750 £33,426
25th Percentile £36,000 £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 £83,218 £84,056
90th Percentile £100,000 £110,000 £106,531
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 2 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 2 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 -59 430 £75,900 +8.43% 282
UK excluding London -87 241 £55,000 -15.38% 243
London +33 231 £108,750 +35.94% 110
Work from Home -45 115 £75,900 +26.50% 146
South East -94 68 £69,525 +6.96% 114
East of England -28 48 £55,000 -27.63% 33
Scotland +30 44 £75,900 +68.67% 5
South West -36 32 £45,021 -30.74% 39
Midlands +25 23 £75,000 +25.00% 19
North of England +15 18 £35,000 -34.28% 38
West Midlands +39 13 £60,000 +10.60% 11
North West +31 10 £38,250 -32.31% 21
East Midlands +10 8 £75,000 +20.00% 7
Wales +7 8 £57,500 +4.55% 5
Yorkshire -5 8 £35,000 -22.22% 7

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 (3.42%) Apache Spark
3 10 (2.01%) Apache Airflow
4 6 (1.21%) CMS
5 5 (1.01%) 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 (14.29%) AWS
2 50 (10.06%) Azure
3 40 (8.05%) GCP
4 19 (3.82%) Google Analytics
5 17 (3.42%) Power Platform
6 15 (3.02%) 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 (1.21%) Azure Data Factory
10 6 (1.21%) Cloud Computing
10 6 (1.21%) Google Docs
11 5 (1.01%) Azure DevOps
11 5 (1.01%) Google Sheets
11 5 (1.01%) Google Workspace
11 5 (1.01%) Serverless
11 5 (1.01%) Snowflake
12 4 (0.80%) Amazon ECS
12 4 (0.80%) Microsoft Purview
Communications & Networking
1 10 (2.01%) Multicast
2 8 (1.61%) 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 (5.84%) NoSQL
2 19 (3.82%) Metadata
3 17 (3.42%) Power BI
4 16 (3.22%) Big Data
5 15 (3.02%) Data Mining
5 15 (3.02%) PostgreSQL
5 15 (3.02%) Relational Database
6 14 (2.82%) MongoDB
7 13 (2.62%) 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 (1.21%) SQL Server
11 5 (1.01%) Amazon Athena
12 4 (0.80%) Hadoop
12 4 (0.80%) RDBMS
Development Applications
1 35 (7.04%) Rational DOORS
2 22 (4.43%) Git
3 18 (3.62%) JIRA
4 10 (2.01%) MLflow
5 7 (1.41%) JUnit
6 6 (1.21%) Jenkins
6 6 (1.21%) Vite
7 4 (0.80%) webpack
8 3 (0.60%) Cypress.io
8 3 (0.60%) GitLab
8 3 (0.60%) TestRail
9 2 (0.40%) JConsole
9 2 (0.40%) Visual Studio
9 2 (0.40%) VisualVM
10 1 (0.20%) IntelliJ
10 1 (0.20%) Jasmine
10 1 (0.20%) Karma Test Runner
10 1 (0.20%) Maven
10 1 (0.20%) Protractor
10 1 (0.20%) RStudio
General
1 183 (36.82%) Finance
2 133 (26.76%) Social Skills
3 118 (23.74%) Law
4 83 (16.70%) Analytical Skills
5 76 (15.29%) Inclusion and Diversity
6 73 (14.69%) Marketing
7 72 (14.49%) Electronics
8 69 (13.88%) Banking
9 48 (9.66%) Front Office
10 43 (8.65%) Games
11 27 (5.43%) Presentation Skills
12 19 (3.82%) Retail
13 17 (3.42%) Investment Banking
14 13 (2.62%) Advertising
15 12 (2.41%) Financial Institution
15 12 (2.41%) Legal
15 12 (2.41%) Manufacturing
16 11 (2.21%) Public Sector
17 9 (1.81%) Aviation
18 8 (1.61%) Telecoms
Job Titles
1 111 (22.33%) Software Engineer
2 92 (18.51%) Senior
3 81 (16.30%) Developer
4 72 (14.49%) Lead
5 40 (8.05%) Systems Engineer
6 37 (7.44%) Quantitative Developer
7 36 (7.24%) Principal Engineer
8 35 (7.04%) Java Engineer
9 33 (6.64%) Java Software Engineer
10 32 (6.44%) Artificial Intelligence Engineer
11 29 (5.84%) Principal Systems Engineer
12 26 (5.23%) Python Engineer
13 25 (5.03%) Senior Developer
14 24 (4.83%) Python Software Engineer
14 24 (4.83%) Senior Software Engineer
15 22 (4.43%) C++ Developer
15 22 (4.43%) Data Scientist
15 22 (4.43%) Python Developer
16 20 (4.02%) C++ Quantitative Developer
17 19 (3.82%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 36 (7.24%) Kafka
2 35 (7.04%) React
3 30 (6.04%) Spring
4 29 (5.84%) Boost C++ Libraries
5 23 (4.63%) TensorFlow
6 22 (4.43%) REST
7 21 (4.23%) FIX Protocol
8 20 (4.02%) Middleware
8 20 (4.02%) PyTorch
9 17 (3.42%) scikit-learn
10 16 (3.22%) Django
10 16 (3.22%) Spring Boot
11 14 (2.82%) CSS
11 14 (2.82%) HTML
12 13 (2.62%) .NET
13 11 (2.21%) Flask
14 10 (2.01%) FastAPI
14 10 (2.01%) FHIR
14 10 (2.01%) pytest
15 9 (1.81%) RESTful
Miscellaneous
1 67 (13.48%) Data Structures
2 52 (10.46%) Equities
3 46 (9.26%) Distributed Systems
4 28 (5.63%) Cloud Native
5 25 (5.03%) Hedge funds
5 25 (5.03%) Management Information System
5 25 (5.03%) Robotics
6 24 (4.83%) Derivative
7 15 (3.02%) Fixed Income
7 15 (3.02%) Self-Motivation
8 14 (2.82%) Foreign Exchange (FX)
8 14 (2.82%) Greenfield Project
8 14 (2.82%) Product Ownership
9 13 (2.62%) 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%) Embedded Systems
Operating Systems
1 44 (8.85%) 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 (39.03%) Software Engineering
2 191 (38.43%) AI
3 158 (31.79%) Machine Learning
4 147 (29.58%) Analytics
5 140 (28.17%) Agile
6 118 (23.74%) Problem-Solving
7 117 (23.54%) Computer Science
8 109 (21.93%) SDLC
9 95 (19.11%) Visualisation
10 94 (18.91%) Data Science
11 88 (17.71%) Mathematics
12 83 (16.70%) CI/CD
13 73 (14.69%) Continuous Improvement
14 72 (14.49%) Low Latency
15 69 (13.88%) Statistics
16 56 (11.27%) Community of Practice
16 56 (11.27%) Data Analysis
16 56 (11.27%) DevOps
16 56 (11.27%) OO
17 55 (11.07%) Technical Leadership
Programming Languages
1 233 (46.88%) Python
2 106 (21.33%) C++
3 101 (20.32%) Java
4 75 (15.09%) SQL
5 52 (10.46%) C
6 40 (8.05%) C#
7 25 (5.03%) JavaScript
8 21 (4.23%) TypeScript
9 18 (3.62%) MATLAB
10 16 (3.22%) R
11 9 (1.81%) Bash
12 7 (1.41%) Scala
13 5 (1.01%) Kotlin
13 5 (1.01%) 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%) Assembly Language
Qualifications
1 171 (34.41%) Degree
2 96 (19.32%) Master's Degree
3 90 (18.11%) PhD
4 49 (9.86%) BPSS Clearance
5 32 (6.44%) Security Cleared
6 29 (5.84%) Computer Science Degree
7 25 (5.03%) 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 (7.24%) ISO/IEC 15288
2 21 (4.23%) Data Quality
3 13 (2.62%) Accessibility
3 13 (2.62%) 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 (1.21%) 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 (7.24%) Docker
2 10 (2.01%) Firmware
3 5 (1.01%) Embedded Firmware
4 1 (0.20%) Active Directory
Systems Management
1 40 (8.05%) Kubernetes
2 15 (3.02%) Terraform
3 8 (1.61%) Ansible
4 5 (1.01%) 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 (12.68%) Google
2 35 (7.04%) IBM
3 30 (6.04%) Microsoft
4 17 (3.42%) OpenAI
4 17 (3.42%) Oracle
5 15 (3.02%) Screaming Frog
6 13 (2.62%) Ahrefs
7 8 (1.61%) Databricks
7 8 (1.61%) YouTube
8 6 (1.21%) Adobe
8 6 (1.21%) Splunk
9 5 (1.01%) Dynatrace
9 5 (1.01%) 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%) NVIDIA