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

6 months to
4 Nov 2025
Same period 2024 Same period 2023
Rank 219 244 286
Rank change year-on-year +25 +42 -140
Permanent jobs citing Algorithms 610 732 594
As % of all permanent jobs in the UK 1.21% 1.08% 1.11%
As % of the Miscellaneous category 3.21% 3.34% 2.87%
Number of salaries quoted 238 364 403
10th Percentile £37,477 £46,250 £42,000
25th Percentile £47,500 £55,000 £50,000
Median annual salary (50th Percentile) £70,600 £67,500 £72,500
Median % change year-on-year +4.59% -6.90% -
75th Percentile £112,188 £85,000 £95,000
90th Percentile £143,250 £105,000 £137,250
UK excluding London median annual salary £55,000 £62,500 £55,000
% change year-on-year -12.00% +13.64% -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 18,989 21,946 20,731
As % of all permanent jobs advertised in the UK 37.77% 32.45% 38.89%
Number of salaries quoted 10,495 10,634 15,616
10th Percentile £28,000 £33,250 £34,000
25th Percentile £36,250 £45,750 £45,653
Median annual salary (50th Percentile) £53,500 £60,000 £62,500
Median % change year-on-year -10.83% -4.00% -
75th Percentile £77,500 £83,750 £83,750
90th Percentile £102,500 £110,000 £106,289
UK excluding London median annual salary £45,000 £54,000 £55,000
% change year-on-year -16.67% -1.82% +0.22%

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 4 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 4 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 +10 500 £70,600 +4.59% 834
UK excluding London -18 312 £55,000 -12.00% 578
London +54 264 £110,000 +37.50% 432
Work from Home -36 136 £75,000 +1.69% 397
South East -62 87 £64,075 -5.07% 319
Scotland +53 82 £75,900 +34.32% 11
East of England +51 60 £55,000 -12.00% 91
South West -9 41 £40,792 -37.24% 49
North of England -5 20 £35,000 -38.06% 64
Midlands +23 16 £68,750 +21.15% 42
North West -5 13 £41,750 -26.12% 35
West Midlands +28 9 £60,000 +14.29% 18
Yorkshire +6 7 £35,000 -47.37% 11
Wales +8 6 £75,900 - 7
East Midlands +19 5 £75,900 +21.44% 23

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 24 (3.93%) Apache Spark
2 23 (3.77%) Kinematics
3 12 (1.97%) Apache Airflow
4 10 (1.64%) Apache
5 8 (1.31%) Camunda
5 8 (1.31%) CMS
5 8 (1.31%) Oracle Workflow
6 4 (0.66%) Tomcat
6 4 (0.66%) WordPress
7 3 (0.49%) Kentico
7 3 (0.49%) Microsoft Exchange
7 3 (0.49%) Umbraco
8 2 (0.33%) Luigi
9 1 (0.16%) Jupyter
9 1 (0.16%) nginx
9 1 (0.16%) SharePoint
Applications
1 9 (1.48%) Microsoft Excel
2 7 (1.15%) Blender
2 7 (1.15%) Simulink
3 6 (0.98%) Microsoft Office
4 5 (0.82%) Microsoft PowerPoint
5 4 (0.66%) Adobe Premiere
5 4 (0.66%) Final Cut Pro
6 3 (0.49%) Adobe Creative Suite
7 2 (0.33%) MS Visio
7 2 (0.33%) Spreadsheet
8 1 (0.16%) Adobe Illustrator
8 1 (0.16%) GNU Octave
8 1 (0.16%) Mathcad
8 1 (0.16%) OrCAD
8 1 (0.16%) Photoshop
Business Applications
1 4 (0.66%) Shopify
2 2 (0.33%) Dynamics CRM
Cloud Services
1 98 (16.07%) AWS
2 66 (10.82%) Azure
3 36 (5.90%) GCP
4 27 (4.43%) Google Analytics
5 18 (2.95%) Power Platform
6 15 (2.46%) Vertex AI
7 13 (2.13%) Amazon S3
8 10 (1.64%) Amazon EKS
9 9 (1.48%) Azure Machine Learning
9 9 (1.48%) GitHub
10 8 (1.31%) Cloud Computing
10 8 (1.31%) Google Sheets
10 8 (1.31%) Google Workspace
11 7 (1.15%) Amazon SageMaker
11 7 (1.15%) npm
11 7 (1.15%) Serverless
11 7 (1.15%) Yarn
12 6 (0.98%) Azure Data Factory
12 6 (0.98%) Google Docs
12 6 (0.98%) Snowflake
Communications & Networking
1 9 (1.48%) Multicast
1 9 (1.48%) Software-Defined Radio
2 7 (1.15%) 5G
2 7 (1.15%) SD-WAN
2 7 (1.15%) WAN
3 4 (0.66%) Internet
4 3 (0.49%) Bluetooth
5 2 (0.33%) Ethernet
5 2 (0.33%) LoRaWAN
5 2 (0.33%) Modbus
5 2 (0.33%) MQTT
5 2 (0.33%) S/MIME
5 2 (0.33%) SSL
5 2 (0.33%) TCP/IP
5 2 (0.33%) X.509
6 1 (0.16%) Broadband
6 1 (0.16%) Wireless
Database & Business Intelligence
1 50 (8.20%) NoSQL
2 29 (4.75%) Big Data
3 28 (4.59%) MongoDB
3 28 (4.59%) PostgreSQL
4 25 (4.10%) Relational Database
5 19 (3.11%) Metadata
6 18 (2.95%) Power BI
7 15 (2.46%) Data Lake
7 15 (2.46%) Data Mining
8 14 (2.30%) Apache Cassandra
8 14 (2.30%) MySQL
9 12 (1.97%) DB2
10 11 (1.80%) Looker
11 10 (1.64%) Amazon Athena
11 10 (1.64%) KDB
12 9 (1.48%) Tableau
13 8 (1.31%) Elasticsearch
13 8 (1.31%) RDBMS
14 7 (1.15%) Oracle Database
14 7 (1.15%) Parquet
Development Applications
1 43 (7.05%) Rational DOORS
2 22 (3.61%) Git
3 18 (2.95%) JIRA
4 14 (2.30%) JUnit
4 14 (2.30%) Vite
5 9 (1.48%) Cypress.io
6 8 (1.31%) MLflow
6 8 (1.31%) webpack
7 6 (0.98%) GitLab
7 6 (0.98%) Jenkins
8 3 (0.49%) Selenium
8 3 (0.49%) TestRail
8 3 (0.49%) Visual Studio
9 2 (0.33%) JConsole
9 2 (0.33%) VisualVM
10 1 (0.16%) IntelliJ
10 1 (0.16%) Jasmine
10 1 (0.16%) Karma Test Runner
10 1 (0.16%) Protractor
10 1 (0.16%) RStudio
General
1 254 (41.64%) Finance
2 187 (30.66%) Law
3 158 (25.90%) Inclusion and Diversity
4 154 (25.25%) Social Skills
5 107 (17.54%) Banking
6 103 (16.89%) Marketing
7 95 (15.57%) Analytical Skills
8 89 (14.59%) Electronics
9 48 (7.87%) Front Office
10 43 (7.05%) Games
11 28 (4.59%) Presentation Skills
12 24 (3.93%) Investment Banking
12 24 (3.93%) Public Sector
13 22 (3.61%) Retail
14 18 (2.95%) Advertising
15 16 (2.62%) Legal
16 14 (2.30%) Manufacturing
17 11 (1.80%) Financial Institution
17 11 (1.80%) Telecoms
18 9 (1.48%) Organisational Skills
Job Titles
1 173 (28.36%) Software Engineer
2 108 (17.70%) Senior
3 85 (13.93%) Lead
4 81 (13.28%) Developer
5 66 (10.82%) Java Engineer
6 64 (10.49%) Java Software Engineer
7 51 (8.36%) Systems Engineer
8 41 (6.72%) Full-Stack Engineer
9 40 (6.56%) Principal Engineer
10 39 (6.39%) Quantitative Developer
11 37 (6.07%) Python Engineer
12 35 (5.74%) Python Software Engineer
13 34 (5.57%) Principal Systems Engineer
14 32 (5.25%) Artificial Intelligence Engineer
15 31 (5.08%) Senior Software Engineer
16 29 (4.75%) Full-Stack Software Engineer
17 24 (3.93%) C++ Developer
18 23 (3.77%) Python Developer
18 23 (3.77%) Robotics Engineer
19 22 (3.61%) Data Scientist
Libraries, Frameworks & Software Standards
1 73 (11.97%) React
2 59 (9.67%) Spring
3 56 (9.18%) Kafka
4 35 (5.74%) Spring Boot
5 30 (4.92%) REST
6 29 (4.75%) AngularJS
6 29 (4.75%) Boost C++ Libraries
7 24 (3.93%) CSS
7 24 (3.93%) HTML
8 23 (3.77%) Middleware
9 22 (3.61%) TensorFlow
10 21 (3.44%) FIX Protocol
11 20 (3.28%) PyTorch
11 20 (3.28%) scikit-learn
12 14 (2.30%) Jest
12 14 (2.30%) Web Services
13 13 (2.13%) Bootstrap
13 13 (2.13%) jQuery
14 12 (1.97%) Ember.js
14 12 (1.97%) RESTful
Miscellaneous
1 85 (13.93%) Data Structures
2 52 (8.52%) Equities
3 51 (8.36%) Distributed Systems
4 31 (5.08%) Cloud Native
5 30 (4.92%) Robotics
6 27 (4.43%) Hedge funds
7 26 (4.26%) Management Information System
8 24 (3.93%) Derivative
9 23 (3.77%) Self-Motivation
10 21 (3.44%) Foreign Exchange (FX)
10 21 (3.44%) Public Cloud
11 19 (3.11%) Fixed Income
12 18 (2.95%) Product Ownership
13 15 (2.46%) Social Media
14 14 (2.30%) Greenfield Project
15 12 (1.97%) Hybrid Cloud
16 11 (1.80%) e-Learning
16 11 (1.80%) Life Science
16 11 (1.80%) Omics
17 8 (1.31%) Blog
Operating Systems
1 60 (9.84%) Linux
2 16 (2.62%) Windows
3 15 (2.46%) Apple iOS
4 13 (2.13%) Android
5 12 (1.97%) Unix
6 1 (0.16%) FreeRTOS
6 1 (0.16%) Robot Operating System
6 1 (0.16%) Windows Server
Processes & Methodologies
1 253 (41.48%) Software Engineering
2 238 (39.02%) AI
3 207 (33.93%) Agile
4 197 (32.30%) Machine Learning
5 176 (28.85%) SDLC
6 164 (26.89%) Analytics
7 151 (24.75%) Visualisation
8 139 (22.79%) Problem-Solving
9 130 (21.31%) CI/CD
10 125 (20.49%) Computer Science
11 123 (20.16%) Continuous Improvement
12 115 (18.85%) Community of Practice
13 112 (18.36%) Operational Stability
14 100 (16.39%) Data Science
15 98 (16.07%) Mathematics
16 77 (12.62%) Statistics
17 71 (11.64%) Low Latency
18 66 (10.82%) OO
18 66 (10.82%) Signal Processing
19 60 (9.84%) Data Analysis
Programming Languages
1 268 (43.93%) Python
2 154 (25.25%) Java
3 121 (19.84%) C++
4 105 (17.21%) SQL
5 57 (9.34%) C
6 43 (7.05%) C#
7 39 (6.39%) TypeScript
8 38 (6.23%) JavaScript
9 23 (3.77%) MATLAB
10 14 (2.30%) R
11 11 (1.80%) Scala
12 10 (1.64%) Bash
13 8 (1.31%) Shell Script
14 7 (1.15%) Kotlin
15 6 (0.98%) Rust
16 5 (0.82%) Go
16 5 (0.82%) Swift
17 4 (0.66%) Fortran
17 4 (0.66%) Objective-C
18 3 (0.49%) Assembly Language
Qualifications
1 181 (29.67%) Degree
2 100 (16.39%) Master's Degree
3 92 (15.08%) PhD
4 60 (9.84%) BPSS Clearance
5 33 (5.41%) Security Cleared
6 32 (5.25%) Computer Science Degree
7 25 (4.10%) SC Cleared
8 9 (1.48%) CISM
8 9 (1.48%) CISSP
8 9 (1.48%) DV Cleared
9 7 (1.15%) CISA
9 7 (1.15%) CRISC
10 4 (0.66%) ISTQB
11 3 (0.49%) DBS Check
12 2 (0.33%) AWS Certification
12 2 (0.33%) AWS Certified Developer
12 2 (0.33%) CompTIA Security+
12 2 (0.33%) Numerate Degree
13 1 (0.16%) A+ Certification
13 1 (0.16%) MCP
Quality Assurance & Compliance
1 47 (7.70%) ISO/IEC 15288
2 22 (3.61%) Data Quality
3 16 (2.62%) QA
4 13 (2.13%) Accessibility
5 10 (1.64%) CDISC
5 10 (1.64%) GxP
5 10 (1.64%) HL7
6 7 (1.15%) Cyber Essentials
6 7 (1.15%) ISO/IEC 27001
7 5 (0.82%) GDPR
8 4 (0.66%) Actionable Recommendations
9 3 (0.49%) NIST
10 2 (0.33%) AUTOSAR
10 2 (0.33%) ISO 26262
10 2 (0.33%) JTAG
11 1 (0.16%) California Consumer Privacy Act
11 1 (0.16%) EU AI Act
11 1 (0.16%) GMP
11 1 (0.16%) GRC
System Software
1 47 (7.70%) Docker
2 7 (1.15%) Firmware
3 2 (0.33%) Active Directory
3 2 (0.33%) Embedded Firmware
Systems Management
1 62 (10.16%) Kubernetes
2 28 (4.59%) Terraform
3 14 (2.30%) Ansible
4 5 (0.82%) Kubeflow
5 3 (0.49%) Grafana
5 3 (0.49%) Progress Chef
6 2 (0.33%) Computer Emergency Response Teams
6 2 (0.33%) Functional Safety
6 2 (0.33%) logstash
6 2 (0.33%) Mesos
6 2 (0.33%) Prometheus
6 2 (0.33%) Puppet
Vendors
1 80 (13.11%) Google
2 55 (9.02%) IBM
3 32 (5.25%) Microsoft
3 32 (5.25%) Oracle
4 22 (3.61%) Screaming Frog
5 18 (2.95%) Ahrefs
6 17 (2.79%) OpenAI
7 13 (2.13%) Databricks
8 12 (1.97%) Red Hat
9 11 (1.80%) Splunk
9 11 (1.80%) YouTube
10 9 (1.48%) Dynatrace
11 7 (1.15%) Adobe
12 5 (0.82%) Salesforce
12 5 (0.82%) SAP
13 4 (0.66%) Facebook
13 4 (0.66%) Instagram
14 3 (0.49%) NVIDIA
14 3 (0.49%) Remedy
14 3 (0.49%) TikTok