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

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 243 198 280
Rank change year-on-year -45 +82 -126
Permanent jobs citing Algorithms 538 890 596
As % of all permanent jobs in the UK 1.01% 1.32% 1.16%
As % of the Miscellaneous category 2.82% 3.93% 3.01%
Number of salaries quoted 225 454 383
10th Percentile £39,281 £45,000 £42,100
25th Percentile £47,500 £55,000 £50,000
Median annual salary (50th Percentile) £75,000 £70,000 £70,576
Median % change year-on-year +7.14% -0.82% +0.82%
75th Percentile £112,500 £83,750 £96,539
90th Percentile £139,000 £105,000 £137,250
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 19,055 22,662 19,814
As % of all permanent jobs advertised in the UK 35.71% 33.72% 38.47%
Number of salaries quoted 10,686 11,062 14,835
10th Percentile £27,750 £33,750 £33,714
25th Percentile £36,250 £45,000 £45,000
Median annual salary (50th Percentile) £54,285 £60,000 £62,500
Median % change year-on-year -9.53% -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 25 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 25 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 -58 452 £75,000 +7.14% 289
UK excluding London -55 275 £55,000 -15.38% 226
London +34 237 £107,500 +34.38% 119
Work from Home -21 123 £75,900 +26.50% 154
South East -80 76 £66,875 -0.93% 112
Scotland +45 60 £75,900 +49.54% 5
East of England -31 51 £55,000 -27.63% 38
South West -18 37 £45,021 -30.74% 28
Midlands +33 22 £75,000 +25.00% 20
North of England +19 19 £35,000 -38.06% 26
West Midlands +39 12 £60,000 +14.29% 12
North West +36 11 £38,500 -31.87% 18
Wales +16 10 £57,500 - 3
East Midlands +19 8 £75,000 +3.45% 8
Yorkshire +14 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 (3.72%) Apache Spark
1 20 (3.72%) Kinematics
2 9 (1.67%) Apache Airflow
3 7 (1.30%) Apache
3 7 (1.30%) CMS
4 6 (1.12%) Camunda
4 6 (1.12%) Oracle Workflow
5 4 (0.74%) WordPress
6 3 (0.56%) Kentico
6 3 (0.56%) Microsoft Exchange
6 3 (0.56%) Tomcat
6 3 (0.56%) Umbraco
7 2 (0.37%) Luigi
8 1 (0.19%) nginx
8 1 (0.19%) SharePoint
Applications
1 9 (1.67%) Microsoft Excel
2 7 (1.30%) Microsoft Office
2 7 (1.30%) Simulink
3 4 (0.74%) Blender
3 4 (0.74%) Microsoft PowerPoint
4 3 (0.56%) Adobe Creative Suite
4 3 (0.56%) Adobe Premiere
4 3 (0.56%) Final Cut Pro
5 2 (0.37%) Spreadsheet
6 1 (0.19%) Mathcad
6 1 (0.19%) MS Visio
Business Applications
1 4 (0.74%) Shopify
2 2 (0.37%) Dynamics CRM
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
Cloud Services
1 82 (15.24%) AWS
2 51 (9.48%) Azure
3 39 (7.25%) GCP
4 20 (3.72%) Google Analytics
5 17 (3.16%) Power Platform
6 15 (2.79%) Vertex AI
7 11 (2.04%) Amazon S3
8 10 (1.86%) Amazon EKS
8 10 (1.86%) GitHub
9 9 (1.67%) Azure Machine Learning
10 7 (1.30%) Cloud Computing
11 6 (1.12%) Azure Data Factory
11 6 (1.12%) Google Docs
11 6 (1.12%) Serverless
12 5 (0.93%) Amazon ECS
12 5 (0.93%) Google Sheets
12 5 (0.93%) Google Workspace
12 5 (0.93%) npm
12 5 (0.93%) Yarn
13 4 (0.74%) AWS Lambda
Communications & Networking
1 10 (1.86%) Multicast
2 9 (1.67%) Software-Defined Radio
3 4 (0.74%) 5G
3 4 (0.74%) SD-WAN
3 4 (0.74%) WAN
4 3 (0.56%) Internet
4 3 (0.56%) TCP/IP
5 2 (0.37%) Bluetooth
5 2 (0.37%) Broadband
5 2 (0.37%) 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 34 (6.32%) NoSQL
2 20 (3.72%) Big Data
2 20 (3.72%) Relational Database
3 19 (3.53%) Metadata
4 17 (3.16%) Power BI
5 16 (2.97%) PostgreSQL
6 15 (2.79%) Data Mining
6 15 (2.79%) MongoDB
7 13 (2.42%) Data Lake
8 11 (2.04%) MySQL
9 10 (1.86%) Apache Cassandra
10 9 (1.67%) Elasticsearch
10 9 (1.67%) KDB
10 9 (1.67%) Looker
11 8 (1.49%) BigQuery
12 7 (1.30%) Amazon Athena
12 7 (1.30%) Tableau
13 6 (1.12%) RDBMS
13 6 (1.12%) SQL Server
14 5 (0.93%) Oracle Database
Development Applications
1 38 (7.06%) Rational DOORS
2 24 (4.46%) Git
3 19 (3.53%) JIRA
4 10 (1.86%) JUnit
4 10 (1.86%) Vite
5 9 (1.67%) MLflow
6 6 (1.12%) Cypress.io
6 6 (1.12%) Jenkins
6 6 (1.12%) webpack
7 5 (0.93%) GitLab
8 3 (0.56%) TestRail
8 3 (0.56%) Visual Studio
9 2 (0.37%) JConsole
9 2 (0.37%) Selenium
9 2 (0.37%) VisualVM
10 1 (0.19%) Bazaar
10 1 (0.19%) Jasmine
10 1 (0.19%) Karma Test Runner
10 1 (0.19%) RStudio
10 1 (0.19%) WebDriver
General
1 215 (39.96%) Finance
2 146 (27.14%) Law
3 139 (25.84%) Social Skills
4 108 (20.07%) Inclusion and Diversity
5 90 (16.73%) Analytical Skills
6 88 (16.36%) Banking
7 87 (16.17%) Marketing
8 79 (14.68%) Electronics
9 50 (9.29%) Front Office
10 40 (7.43%) Games
11 27 (5.02%) Presentation Skills
12 21 (3.90%) Investment Banking
13 19 (3.53%) Retail
14 13 (2.42%) Advertising
14 13 (2.42%) Legal
14 13 (2.42%) Manufacturing
15 12 (2.23%) Financial Institution
16 11 (2.04%) Public Sector
17 9 (1.67%) Aviation
18 8 (1.49%) Telecoms
Job Titles
1 142 (26.39%) Software Engineer
2 98 (18.22%) Senior
3 83 (15.43%) Developer
4 77 (14.31%) Lead
5 50 (9.29%) Java Engineer
6 48 (8.92%) Java Software Engineer
7 44 (8.18%) Systems Engineer
8 38 (7.06%) Principal Engineer
8 38 (7.06%) Quantitative Developer
9 32 (5.95%) Python Engineer
10 31 (5.76%) Principal Systems Engineer
11 30 (5.58%) Python Software Engineer
12 28 (5.20%) Artificial Intelligence Engineer
12 28 (5.20%) Senior Software Engineer
13 26 (4.83%) Senior Developer
14 24 (4.46%) C++ Developer
15 23 (4.28%) Full-Stack Engineer
15 23 (4.28%) Python Developer
16 22 (4.09%) Full-Stack Software Engineer
17 21 (3.90%) Data Scientist
Libraries, Frameworks & Software Standards
1 49 (9.11%) React
2 44 (8.18%) Kafka
2 44 (8.18%) Spring
3 30 (5.58%) Boost C++ Libraries
4 27 (5.02%) REST
5 25 (4.65%) Spring Boot
6 23 (4.28%) TensorFlow
7 22 (4.09%) FIX Protocol
8 21 (3.90%) Middleware
9 20 (3.72%) PyTorch
10 19 (3.53%) CSS
10 19 (3.53%) HTML
11 18 (3.35%) scikit-learn
12 16 (2.97%) Django
13 13 (2.42%) .NET
13 13 (2.42%) AngularJS
14 11 (2.04%) Flask
14 11 (2.04%) RESTful
15 10 (1.86%) pytest
15 10 (1.86%) Web Services
Miscellaneous
1 71 (13.20%) Data Structures
2 53 (9.85%) Equities
3 50 (9.29%) Distributed Systems
4 30 (5.58%) Cloud Native
5 26 (4.83%) Hedge funds
5 26 (4.83%) Management Information System
5 26 (4.83%) Robotics
6 25 (4.65%) Derivative
7 17 (3.16%) Fixed Income
7 17 (3.16%) Foreign Exchange (FX)
7 17 (3.16%) Self-Motivation
8 16 (2.97%) Product Ownership
9 15 (2.79%) Greenfield Project
9 15 (2.79%) Public Cloud
10 13 (2.42%) Social Media
11 11 (2.04%) 3D Graphics
11 11 (2.04%) Life Science
11 11 (2.04%) Omics
12 10 (1.86%) Analytical Mindset
13 8 (1.49%) FPGA
Operating Systems
1 46 (8.55%) Linux
2 10 (1.86%) Unix
3 4 (0.74%) Windows
4 2 (0.37%) Apple iOS
5 1 (0.19%) Android
5 1 (0.19%) Robot Operating System
5 1 (0.19%) Windows Server
Processes & Methodologies
1 222 (41.26%) Software Engineering
2 203 (37.73%) AI
3 173 (32.16%) Machine Learning
4 170 (31.60%) Agile
5 146 (27.14%) Analytics
6 137 (25.46%) SDLC
7 123 (22.86%) Problem-Solving
8 120 (22.30%) Computer Science
8 120 (22.30%) Visualisation
9 108 (20.07%) CI/CD
10 98 (18.22%) Continuous Improvement
11 95 (17.66%) Data Science
12 90 (16.73%) Mathematics
13 84 (15.61%) Community of Practice
14 81 (15.06%) Operational Stability
15 73 (13.57%) Low Latency
16 68 (12.64%) Statistics
17 62 (11.52%) OO
18 60 (11.15%) Technical Leadership
19 59 (10.97%) Signal Processing
Programming Languages
1 244 (45.35%) Python
2 124 (23.05%) Java
3 113 (21.00%) C++
4 85 (15.80%) SQL
5 55 (10.22%) C
6 44 (8.18%) C#
7 31 (5.76%) JavaScript
7 31 (5.76%) TypeScript
8 19 (3.53%) MATLAB
9 16 (2.97%) R
10 9 (1.67%) Bash
10 9 (1.67%) Scala
11 6 (1.12%) Kotlin
11 6 (1.12%) Shell Script
12 5 (0.93%) Go
12 5 (0.93%) Rust
13 4 (0.74%) Fortran
13 4 (0.74%) Swift
13 4 (0.74%) T-SQL
14 3 (0.56%) Assembly Language
Qualifications
1 168 (31.23%) Degree
2 91 (16.91%) Master's Degree
3 84 (15.61%) PhD
4 54 (10.04%) BPSS Clearance
5 33 (6.13%) Security Cleared
6 31 (5.76%) Computer Science Degree
7 25 (4.65%) SC Cleared
8 9 (1.67%) CISM
8 9 (1.67%) CISSP
9 7 (1.30%) CISA
9 7 (1.30%) CRISC
9 7 (1.30%) DV Cleared
10 4 (0.74%) ISTQB
11 2 (0.37%) 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 41 (7.62%) ISO/IEC 15288
2 21 (3.90%) Data Quality
3 15 (2.79%) QA
4 13 (2.42%) Accessibility
5 10 (1.86%) CDISC
5 10 (1.86%) GxP
5 10 (1.86%) HL7
6 7 (1.30%) Cyber Essentials
6 7 (1.30%) ISO/IEC 27001
7 6 (1.12%) ISO 26262
8 4 (0.74%) GDPR
8 4 (0.74%) IEC 61508
9 3 (0.56%) Actionable Recommendations
9 3 (0.56%) NIST
10 2 (0.37%) AUTOSAR
11 1 (0.19%) California Consumer Privacy Act
11 1 (0.19%) EMIR
11 1 (0.19%) EU AI Act
11 1 (0.19%) GRC
11 1 (0.19%) NIST 800
System Software
1 42 (7.81%) Docker
2 10 (1.86%) Firmware
3 5 (0.93%) Embedded Firmware
4 1 (0.19%) Active Directory
Systems Management
1 51 (9.48%) Kubernetes
2 20 (3.72%) Terraform
3 11 (2.04%) Ansible
4 5 (0.93%) Kubeflow
5 2 (0.37%) Functional Safety
5 2 (0.37%) Grafana
5 2 (0.37%) logstash
5 2 (0.37%) Progress Chef
5 2 (0.37%) Prometheus
5 2 (0.37%) Puppet
6 1 (0.19%) Computer Emergency Response Teams
6 1 (0.19%) Mesos
Vendors
1 68 (12.64%) Google
2 38 (7.06%) IBM
3 32 (5.95%) Microsoft
4 24 (4.46%) Oracle
5 18 (3.35%) Screaming Frog
6 17 (3.16%) OpenAI
7 15 (2.79%) Ahrefs
8 9 (1.67%) Databricks
9 8 (1.49%) Splunk
9 8 (1.49%) YouTube
10 7 (1.30%) Dynatrace
11 6 (1.12%) Adobe
12 5 (0.93%) Salesforce
13 4 (0.74%) SAP
14 3 (0.56%) Alteryx
14 3 (0.56%) Facebook
14 3 (0.56%) Instagram
14 3 (0.56%) Remedy
14 3 (0.56%) TikTok
15 2 (0.37%) NVIDIA