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 18 November 2025, comparing them to the same period in the previous two years.

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 228 207 272
Rank change year-on-year -21 +65 -122
Permanent jobs citing Algorithms 579 848 612
As % of all permanent jobs in the UK 1.10% 1.27% 1.16%
As % of the Miscellaneous category 3.00% 3.85% 3.01%
Number of salaries quoted 228 419 397
10th Percentile £37,500 £46,250 £42,300
25th Percentile £47,500 £55,163 £51,250
Median annual salary (50th Percentile) £75,000 £70,000 £72,500
Median % change year-on-year +7.14% -3.45% +3.57%
75th Percentile £112,500 £82,500 £95,000
90th Percentile £143,250 £105,000 £136,750
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 19,315 22,033 20,331
As % of all permanent jobs advertised in the UK 36.69% 32.90% 38.65%
Number of salaries quoted 10,677 10,582 15,179
10th Percentile £27,750 £33,750 £33,750
25th Percentile £36,250 £45,750 £45,000
Median annual salary (50th Percentile) £54,000 £60,000 £62,500
Median % change year-on-year -10.00% -4.00% -
75th Percentile £77,500 £83,750 £84,056
90th Percentile £101,250 £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 18 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 18 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 -43 474 £72,500 +3.57% 596
UK excluding London -47 301 £55,000 -15.38% 297
London +36 249 £110,000 +37.50% 315
Work from Home -16 131 £75,900 +16.77% 331
South East -75 83 £62,575 -7.30% 93
Scotland +55 80 £75,900 +34.32% 20
East of England -27 54 £55,000 -27.63% 61
South West -12 42 £40,792 -37.24% 43
North of England +32 18 £35,000 -38.06% 56
Midlands +21 17 £70,000 +19.15% 27
West Midlands +36 11 £60,000 +10.60% 12
North West +27 10 £38,500 -31.87% 34
Yorkshire +12 8 £35,000 -37.22% 10
Wales +12 7 £66,700 - 4
East Midlands +13 4 £75,900 +12.44% 14

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 23 (3.97%) Apache Spark
2 21 (3.63%) Kinematics
3 10 (1.73%) Apache
3 10 (1.73%) Apache Airflow
4 8 (1.38%) Camunda
4 8 (1.38%) CMS
4 8 (1.38%) Oracle Workflow
5 4 (0.69%) Tomcat
5 4 (0.69%) WordPress
6 3 (0.52%) Kentico
6 3 (0.52%) Microsoft Exchange
6 3 (0.52%) Umbraco
7 2 (0.35%) Luigi
8 1 (0.17%) Jupyter
8 1 (0.17%) nginx
8 1 (0.17%) SharePoint
Applications
1 10 (1.73%) Microsoft Excel
2 7 (1.21%) Microsoft Office
2 7 (1.21%) Simulink
3 5 (0.86%) Blender
3 5 (0.86%) Microsoft PowerPoint
4 4 (0.69%) Adobe Premiere
4 4 (0.69%) Final Cut Pro
5 3 (0.52%) Adobe Creative Suite
6 2 (0.35%) MS Visio
6 2 (0.35%) Spreadsheet
7 1 (0.17%) Adobe Illustrator
7 1 (0.17%) Mathcad
7 1 (0.17%) Photoshop
Business Applications
1 4 (0.69%) Shopify
2 2 (0.35%) Dynamics CRM
3 1 (0.17%) Bloomberg AIM
3 1 (0.17%) Fidessa
Cloud Services
1 98 (16.93%) AWS
2 53 (9.15%) Azure
3 36 (6.22%) GCP
4 24 (4.15%) Google Analytics
5 17 (2.94%) Power Platform
6 15 (2.59%) Vertex AI
7 14 (2.42%) Amazon S3
8 11 (1.90%) Amazon EKS
9 10 (1.73%) GitHub
10 9 (1.55%) Azure Machine Learning
11 8 (1.38%) Cloud Computing
12 7 (1.21%) npm
12 7 (1.21%) Serverless
12 7 (1.21%) Yarn
13 6 (1.04%) Amazon ECS
13 6 (1.04%) Azure Data Factory
13 6 (1.04%) Google Docs
13 6 (1.04%) Google Sheets
13 6 (1.04%) Google Workspace
14 5 (0.86%) AWS Lambda
Communications & Networking
1 10 (1.73%) Multicast
2 9 (1.55%) Software-Defined Radio
3 5 (0.86%) 5G
3 5 (0.86%) SD-WAN
3 5 (0.86%) WAN
4 4 (0.69%) Internet
5 3 (0.52%) S/MIME
5 3 (0.52%) TCP/IP
6 2 (0.35%) Bluetooth
6 2 (0.35%) Broadband
6 2 (0.35%) SSL
6 2 (0.35%) X.509
7 1 (0.17%) Ethernet
7 1 (0.17%) LoRaWAN
7 1 (0.17%) Modbus
7 1 (0.17%) MQTT
7 1 (0.17%) VPN
7 1 (0.17%) Wireless
Database & Business Intelligence
1 40 (6.91%) NoSQL
2 26 (4.49%) Big Data
3 25 (4.32%) Relational Database
4 19 (3.28%) Metadata
4 19 (3.28%) PostgreSQL
5 18 (3.11%) MongoDB
6 17 (2.94%) Power BI
7 15 (2.59%) Data Mining
7 15 (2.59%) MySQL
8 14 (2.42%) Apache Cassandra
8 14 (2.42%) Data Lake
9 10 (1.73%) Amazon Athena
9 10 (1.73%) KDB
9 10 (1.73%) Looker
10 8 (1.38%) Elasticsearch
10 8 (1.38%) RDBMS
10 8 (1.38%) Tableau
11 7 (1.21%) Oracle Database
11 7 (1.21%) Parquet
12 6 (1.04%) Redis
Development Applications
1 42 (7.25%) Rational DOORS
2 24 (4.15%) Git
3 19 (3.28%) JIRA
4 14 (2.42%) JUnit
4 14 (2.42%) Vite
5 9 (1.55%) Cypress.io
5 9 (1.55%) MLflow
6 8 (1.38%) webpack
7 6 (1.04%) GitLab
7 6 (1.04%) Jenkins
8 3 (0.52%) Selenium
8 3 (0.52%) TestRail
8 3 (0.52%) Visual Studio
9 2 (0.35%) JConsole
9 2 (0.35%) VisualVM
10 1 (0.17%) IntelliJ
10 1 (0.17%) Jasmine
10 1 (0.17%) Karma Test Runner
10 1 (0.17%) Maven
10 1 (0.17%) WebDriver
General
1 255 (44.04%) Finance
2 183 (31.61%) Law
3 146 (25.22%) Inclusion and Diversity
3 146 (25.22%) Social Skills
4 110 (19.00%) Banking
5 102 (17.62%) Marketing
6 96 (16.58%) Analytical Skills
7 84 (14.51%) Electronics
8 52 (8.98%) Front Office
9 36 (6.22%) Games
10 27 (4.66%) Presentation Skills
11 25 (4.32%) Investment Banking
12 19 (3.28%) Retail
13 15 (2.59%) Advertising
13 15 (2.59%) Legal
14 13 (2.25%) Financial Institution
14 13 (2.25%) Manufacturing
15 11 (1.90%) Public Sector
16 8 (1.38%) Aerospace
16 8 (1.38%) Telecoms
Job Titles
1 174 (30.05%) Software Engineer
2 101 (17.44%) Senior
3 83 (14.34%) Developer
3 83 (14.34%) Lead
4 66 (11.40%) Java Engineer
5 64 (11.05%) Java Software Engineer
6 48 (8.29%) Systems Engineer
7 40 (6.91%) Principal Engineer
8 39 (6.74%) Python Engineer
8 39 (6.74%) Quantitative Developer
9 37 (6.39%) Python Software Engineer
10 34 (5.87%) Principal Systems Engineer
11 32 (5.53%) Senior Software Engineer
12 30 (5.18%) Full-Stack Engineer
13 29 (5.01%) Full-Stack Software Engineer
14 28 (4.84%) Artificial Intelligence Engineer
15 24 (4.15%) C++ Developer
16 23 (3.97%) Python Developer
17 22 (3.80%) Senior Developer
18 21 (3.63%) C++ Quantitative Developer
Libraries, Frameworks & Software Standards
1 61 (10.54%) React
2 59 (10.19%) Spring
3 56 (9.67%) Kafka
4 35 (6.04%) Spring Boot
5 32 (5.53%) REST
6 30 (5.18%) Boost C++ Libraries
7 25 (4.32%) CSS
7 25 (4.32%) FIX Protocol
7 25 (4.32%) HTML
8 22 (3.80%) Middleware
8 22 (3.80%) TensorFlow
9 19 (3.28%) PyTorch
9 19 (3.28%) scikit-learn
10 17 (2.94%) AngularJS
11 14 (2.42%) Jest
11 14 (2.42%) Web Services
12 12 (2.07%) Django
12 12 (2.07%) RESTful
13 11 (1.90%) Flask
14 10 (1.73%) Pandas
Miscellaneous
1 72 (12.44%) Data Structures
2 55 (9.50%) Equities
3 50 (8.64%) Distributed Systems
4 34 (5.87%) Cloud Native
5 27 (4.66%) Hedge funds
5 27 (4.66%) Robotics
6 26 (4.49%) Derivative
6 26 (4.49%) Management Information System
7 21 (3.63%) Public Cloud
8 20 (3.45%) Foreign Exchange (FX)
8 20 (3.45%) Self-Motivation
9 18 (3.11%) Fixed Income
9 18 (3.11%) Product Ownership
10 14 (2.42%) Greenfield Project
10 14 (2.42%) Social Media
11 11 (1.90%) Analytical Mindset
11 11 (1.90%) Life Science
11 11 (1.90%) Omics
12 8 (1.38%) Equity Derivative
12 8 (1.38%) Private Cloud
Operating Systems
1 48 (8.29%) Linux
2 12 (2.07%) Unix
3 4 (0.69%) Windows
4 3 (0.52%) Apple iOS
5 1 (0.17%) Android
5 1 (0.17%) Robot Operating System
5 1 (0.17%) Windows Server
Processes & Methodologies
1 249 (43.01%) Software Engineering
2 220 (38.00%) AI
3 201 (34.72%) Agile
4 191 (32.99%) Machine Learning
5 171 (29.53%) SDLC
6 154 (26.60%) Analytics
7 150 (25.91%) Visualisation
8 134 (23.14%) CI/CD
9 131 (22.63%) Problem-Solving
10 123 (21.24%) Continuous Improvement
11 118 (20.38%) Computer Science
12 115 (19.86%) Community of Practice
13 112 (19.34%) Operational Stability
14 96 (16.58%) Data Science
15 88 (15.20%) Mathematics
16 73 (12.61%) Low Latency
17 68 (11.74%) Statistics
18 66 (11.40%) OO
19 63 (10.88%) Signal Processing
20 62 (10.71%) Technical Leadership
Programming Languages
1 259 (44.73%) Python
2 151 (26.08%) Java
3 118 (20.38%) C++
4 95 (16.41%) SQL
5 55 (9.50%) C
6 43 (7.43%) C#
7 39 (6.74%) JavaScript
7 39 (6.74%) TypeScript
8 20 (3.45%) MATLAB
9 16 (2.76%) R
10 11 (1.90%) Scala
11 9 (1.55%) Bash
12 8 (1.38%) Shell Script
13 7 (1.21%) Kotlin
14 6 (1.04%) Rust
15 5 (0.86%) Go
15 5 (0.86%) Swift
16 4 (0.69%) Fortran
16 4 (0.69%) Objective-C
17 3 (0.52%) Assembly Language
Qualifications
1 166 (28.67%) Degree
2 91 (15.72%) Master's Degree
3 83 (14.34%) PhD
4 58 (10.02%) BPSS Clearance
5 34 (5.87%) Security Cleared
6 28 (4.84%) Computer Science Degree
7 26 (4.49%) SC Cleared
8 10 (1.73%) CISM
8 10 (1.73%) CISSP
9 8 (1.38%) DV Cleared
10 7 (1.21%) CISA
10 7 (1.21%) CRISC
11 4 (0.69%) ISTQB
12 2 (0.35%) AWS Certification
12 2 (0.35%) AWS Certified Developer
12 2 (0.35%) CompTIA Security+
12 2 (0.35%) Numerate Degree
13 1 (0.17%) CEH
13 1 (0.17%) DBS Check
13 1 (0.17%) GIAC
Quality Assurance & Compliance
1 45 (7.77%) ISO/IEC 15288
2 21 (3.63%) Data Quality
3 15 (2.59%) QA
4 13 (2.25%) Accessibility
5 10 (1.73%) CDISC
5 10 (1.73%) GxP
5 10 (1.73%) HL7
6 7 (1.21%) Cyber Essentials
6 7 (1.21%) ISO/IEC 27001
7 5 (0.86%) GDPR
8 4 (0.69%) ISO 26262
8 4 (0.69%) NIST
9 3 (0.52%) Actionable Recommendations
10 2 (0.35%) AUTOSAR
10 2 (0.35%) IEC 61508
11 1 (0.17%) California Consumer Privacy Act
11 1 (0.17%) EU AI Act
11 1 (0.17%) GRC
11 1 (0.17%) PCI DSS
11 1 (0.17%) Sarbanes-Oxley
System Software
1 49 (8.46%) Docker
2 7 (1.21%) Firmware
3 3 (0.52%) Embedded Firmware
4 2 (0.35%) Active Directory
Systems Management
1 63 (10.88%) Kubernetes
2 28 (4.84%) Terraform
3 14 (2.42%) Ansible
4 5 (0.86%) Kubeflow
5 4 (0.69%) Grafana
6 3 (0.52%) Progress Chef
7 2 (0.35%) Computer Emergency Response Teams
7 2 (0.35%) Functional Safety
7 2 (0.35%) logstash
7 2 (0.35%) Mesos
7 2 (0.35%) Prometheus
7 2 (0.35%) Puppet
Vendors
1 75 (12.95%) Google
2 42 (7.25%) IBM
3 34 (5.87%) Microsoft
4 33 (5.70%) Oracle
5 22 (3.80%) Screaming Frog
6 17 (2.94%) Ahrefs
6 17 (2.94%) OpenAI
7 13 (2.25%) Databricks
8 12 (2.07%) Splunk
9 9 (1.55%) Dynatrace
9 9 (1.55%) YouTube
10 7 (1.21%) Adobe
11 5 (0.86%) Salesforce
12 4 (0.69%) Facebook
12 4 (0.69%) Instagram
12 4 (0.69%) SAP
13 3 (0.52%) Alteryx
13 3 (0.52%) Remedy
13 3 (0.52%) Thales
13 3 (0.52%) TikTok