Algorithms Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 8 December 2025, comparing them to the same period in the previous two years.

6 months to
8 Dec 2025
Same period 2024 Same period 2023
Rank 268 188 285
Rank change year-on-year -80 +97 -123
Permanent jobs citing Algorithms 421 836 497
As % of all permanent jobs in England 0.86% 1.50% 1.10%
As % of the Miscellaneous category 2.34% 4.21% 2.90%
Number of salaries quoted 206 438 333
10th Percentile £40,008 £46,175 £42,500
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £75,900 £70,000 £75,000
Median % change year-on-year +8.43% -6.67% +3.45%
75th Percentile £113,750 £85,000 £107,500
90th Percentile £141,250 £105,000 £140,000
UK median annual salary £75,900 £67,500 £72,500
% change year-on-year +12.44% -6.90% +0.69%

All Generic Skills
England

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 in England.

Permanent vacancies with a requirement for generic IT skills 17,990 19,861 17,143
As % of all permanent jobs advertised in England 36.55% 35.67% 38.05%
Number of salaries quoted 9,522 9,774 12,922
10th Percentile £27,750 £33,875 £33,000
25th Percentile £36,250 £46,000 £45,000
Median annual salary (50th Percentile) £55,000 £60,000 £62,500
Median % change year-on-year -8.33% -4.00% -3.85%
75th Percentile £78,500 £85,000 £85,000
90th Percentile £103,750 £112,500 £110,000
UK median annual salary £53,877 £60,000 £62,500
% change year-on-year -10.21% -4.00% -0.33%

Algorithms
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Algorithms relative to all permanent IT jobs advertised in England.

Algorithms job vacancy trend in England

Algorithms
Salary Trend in England

Salary distribution trend for jobs in England citing Algorithms.

Salary distribution trend for jobs in England citing Algorithms

Algorithms
Salary Histogram in England

Salary distribution for jobs citing Algorithms in England over the 6 months to 8 December 2025.

Salary histogram for Algorithms in England

Algorithms
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the England region over the 6 months to 8 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
London +29 226 £106,250 +32.81% 144
South East -86 67 £75,900 +19.06% 129
East of England -35 46 £55,000 -27.63% 68
South West -32 31 £45,021 -30.74% 60
Midlands +8 23 £75,000 +25.00% 52
North of England 0 18 £35,000 -30.00% 67
West Midlands +18 13 £60,000 +7.14% 28
North West +24 10 £38,250 -32.31% 34
East Midlands +1 8 £75,000 +22.45% 21
Yorkshire -14 8 £35,000 -22.22% 25
Algorithms
UK

Algorithms
Co-Occurring Skills & Capabilities in England 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 (4.51%) Kinematics
2 12 (2.85%) Apache Spark
3 10 (2.38%) Apache Airflow
4 5 (1.19%) CMS
5 4 (0.95%) WordPress
6 3 (0.71%) Microsoft Exchange
7 2 (0.48%) Luigi
8 1 (0.24%) Apache
8 1 (0.24%) Kentico
8 1 (0.24%) Umbraco
Applications
1 7 (1.66%) Microsoft Excel
1 7 (1.66%) Simulink
2 6 (1.43%) Microsoft Office
3 3 (0.71%) Adobe Creative Suite
3 3 (0.71%) Adobe Premiere
3 3 (0.71%) Final Cut Pro
3 3 (0.71%) Microsoft PowerPoint
4 2 (0.48%) Spreadsheet
5 1 (0.24%) Mathcad
5 1 (0.24%) MS Visio
Business Applications
1 2 (0.48%) Distributed Ledger
1 2 (0.48%) Dynamics CRM
1 2 (0.48%) Shopify
2 1 (0.24%) Bloomberg AIM
2 1 (0.24%) Fidessa
Cloud Services
1 51 (12.11%) AWS
2 48 (11.40%) Azure
3 40 (9.50%) GCP
4 17 (4.04%) Google Analytics
5 16 (3.80%) Power Platform
6 15 (3.56%) Vertex AI
7 12 (2.85%) Azure Machine Learning
8 11 (2.61%) GitHub
9 7 (1.66%) Amazon EKS
10 6 (1.43%) Google Docs
11 5 (1.19%) Azure Data Factory
11 5 (1.19%) Azure DevOps
11 5 (1.19%) Google Sheets
11 5 (1.19%) Google Workspace
11 5 (1.19%) Snowflake
12 4 (0.95%) Amazon S3
12 4 (0.95%) Amazon SageMaker
12 4 (0.95%) dbt
12 4 (0.95%) Google Tag Manager
12 4 (0.95%) Microsoft Purview
Communications & Networking
1 10 (2.38%) Multicast
2 8 (1.90%) Software-Defined Radio
3 3 (0.71%) TCP/IP
4 2 (0.48%) Broadband
4 2 (0.48%) Network Security
4 2 (0.48%) S/MIME
5 1 (0.24%) Bluetooth
5 1 (0.24%) Internet
5 1 (0.24%) SSL
5 1 (0.24%) VPN
5 1 (0.24%) Wireless
5 1 (0.24%) X.509
Database & Business Intelligence
1 19 (4.51%) Metadata
1 19 (4.51%) NoSQL
2 16 (3.80%) Power BI
3 15 (3.56%) Data Mining
4 13 (3.09%) Data Lake
4 13 (3.09%) PostgreSQL
5 12 (2.85%) Big Data
6 10 (2.38%) BigQuery
7 9 (2.14%) MongoDB
8 8 (1.90%) Elasticsearch
9 7 (1.66%) Looker
9 7 (1.66%) Relational Database
10 6 (1.43%) SQL Server
10 6 (1.43%) Tableau
11 5 (1.19%) KDB
12 4 (0.95%) Hadoop
12 4 (0.95%) Redis
13 3 (0.71%) GIS
13 3 (0.71%) MySQL
14 2 (0.48%) Apache Cassandra
Development Applications
1 26 (6.18%) Rational DOORS
2 17 (4.04%) JIRA
3 15 (3.56%) Git
4 10 (2.38%) MLflow
5 4 (0.95%) Jenkins
6 3 (0.71%) GitLab
6 3 (0.71%) TestRail
7 2 (0.48%) JConsole
7 2 (0.48%) Visual Studio
7 2 (0.48%) VisualVM
8 1 (0.24%) Bazaar
8 1 (0.24%) Vite
General
1 133 (31.59%) Finance
2 120 (28.50%) Social Skills
3 74 (17.58%) Analytical Skills
4 68 (16.15%) Law
5 62 (14.73%) Electronics
6 50 (11.88%) Marketing
7 48 (11.40%) Front Office
8 43 (10.21%) Games
9 42 (9.98%) Banking
10 27 (6.41%) Presentation Skills
11 26 (6.18%) Inclusion and Diversity
12 19 (4.51%) Retail
13 13 (3.09%) Advertising
14 12 (2.85%) Investment Banking
15 11 (2.61%) Financial Institution
16 10 (2.38%) Legal
16 10 (2.38%) Manufacturing
16 10 (2.38%) Public Sector
17 7 (1.66%) Aerospace
17 7 (1.66%) Telecoms
Job Titles
1 86 (20.43%) Senior
2 79 (18.76%) Developer
3 66 (15.68%) Lead
4 63 (14.96%) Software Engineer
5 36 (8.55%) Quantitative Developer
6 32 (7.60%) Artificial Intelligence Engineer
7 30 (7.13%) Systems Engineer
8 28 (6.65%) Principal Engineer
9 25 (5.94%) Senior Developer
10 22 (5.23%) Data Scientist
10 22 (5.23%) Python Developer
11 21 (4.99%) C++ Developer
11 21 (4.99%) Principal Systems Engineer
12 20 (4.75%) Senior Software Engineer
13 19 (4.51%) C++ Quantitative Developer
13 19 (4.51%) Robotics Engineer
14 18 (4.28%) Low Latency C++ Developer
14 18 (4.28%) Python Engineer
14 18 (4.28%) Senior C++ Quantitative Developer
14 18 (4.28%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 29 (6.89%) Boost C++ Libraries
2 26 (6.18%) Kafka
3 22 (5.23%) TensorFlow
4 20 (4.75%) FIX Protocol
4 20 (4.75%) Middleware
5 19 (4.51%) PyTorch
6 18 (4.28%) Django
7 14 (3.33%) React
7 14 (3.33%) REST
7 14 (3.33%) scikit-learn
8 13 (3.09%) .NET
9 11 (2.61%) Flask
10 10 (2.38%) FastAPI
10 10 (2.38%) FHIR
10 10 (2.38%) pytest
11 9 (2.14%) HTML
12 8 (1.90%) CSS
12 8 (1.90%) Java Concurrency
13 6 (1.43%) Qt
13 6 (1.43%) Spring
Miscellaneous
1 65 (15.44%) Data Structures
2 53 (12.59%) Equities
3 41 (9.74%) Distributed Systems
4 25 (5.94%) Hedge funds
4 25 (5.94%) Management Information System
4 25 (5.94%) Robotics
5 24 (5.70%) Cloud Native
5 24 (5.70%) Derivative
6 15 (3.56%) Greenfield Project
7 14 (3.33%) Social Media
8 12 (2.85%) Fixed Income
8 12 (2.85%) Self-Motivation
9 11 (2.61%) 3D Graphics
9 11 (2.61%) Foreign Exchange (FX)
9 11 (2.61%) Life Science
9 11 (2.61%) Product Ownership
10 10 (2.38%) Omics
11 9 (2.14%) Analytical Mindset
12 6 (1.43%) Embedded Systems
13 5 (1.19%) Public Cloud
Operating Systems
1 43 (10.21%) Linux
2 6 (1.43%) Unix
3 3 (0.71%) Windows
4 1 (0.24%) Android
4 1 (0.24%) Apple iOS
4 1 (0.24%) Robot Operating System
4 1 (0.24%) Windows Server
Processes & Methodologies
1 163 (38.72%) AI
2 142 (33.73%) Analytics
2 142 (33.73%) Software Engineering
3 132 (31.35%) Machine Learning
4 115 (27.32%) Computer Science
5 101 (23.99%) Problem-Solving
6 90 (21.38%) Data Science
7 86 (20.43%) Agile
8 84 (19.95%) Mathematics
9 72 (17.10%) Low Latency
10 68 (16.15%) Statistics
11 58 (13.78%) SDLC
12 55 (13.06%) DevOps
13 53 (12.59%) Data Analytics
14 51 (12.11%) Visualisation
15 49 (11.64%) Data Analysis
15 49 (11.64%) Thought Leadership
16 48 (11.40%) Business Strategy
17 47 (11.16%) OO
18 44 (10.45%) Signal Processing
Programming Languages
1 210 (49.88%) Python
2 98 (23.28%) C++
3 66 (15.68%) Java
4 61 (14.49%) SQL
5 45 (10.69%) C
6 37 (8.79%) C#
7 14 (3.33%) MATLAB
8 13 (3.09%) JavaScript
8 13 (3.09%) R
9 7 (1.66%) Bash
9 7 (1.66%) TypeScript
10 5 (1.19%) Rust
11 4 (0.95%) Fortran
11 4 (0.95%) Kotlin
11 4 (0.95%) Scala
11 4 (0.95%) T-SQL
12 3 (0.71%) Assembly Language
12 3 (0.71%) Objective-C
12 3 (0.71%) Tcl
12 3 (0.71%) VC++
Qualifications
1 168 (39.90%) Degree
2 95 (22.57%) Master's Degree
3 91 (21.62%) PhD
4 40 (9.50%) BPSS Clearance
5 31 (7.36%) Security Cleared
6 30 (7.13%) Computer Science Degree
7 25 (5.94%) SC Cleared
8 9 (2.14%) CISM
8 9 (2.14%) CISSP
9 7 (1.66%) CISA
9 7 (1.66%) CRISC
10 6 (1.43%) DV Cleared
11 4 (0.95%) ISTQB
12 2 (0.48%) Numerate Degree
12 2 (0.48%) Postgraduate
13 1 (0.24%) A+ Certification
13 1 (0.24%) CompTIA Security+
13 1 (0.24%) DBS Check
13 1 (0.24%) MCP
13 1 (0.24%) Microsoft Certification
Quality Assurance & Compliance
1 27 (6.41%) ISO/IEC 15288
2 23 (5.46%) Data Quality
3 13 (3.09%) Accessibility
4 12 (2.85%) QA
5 10 (2.38%) CDISC
5 10 (2.38%) GxP
5 10 (2.38%) HL7
6 7 (1.66%) Cyber Essentials
6 7 (1.66%) ISO/IEC 27001
7 3 (0.71%) Actionable Recommendations
7 3 (0.71%) GDPR
7 3 (0.71%) NIST
8 2 (0.48%) AUTOSAR
8 2 (0.48%) ISO 26262
9 1 (0.24%) California Consumer Privacy Act
9 1 (0.24%) EU AI Act
9 1 (0.24%) GMP
9 1 (0.24%) HIPAA
9 1 (0.24%) NIST 800
9 1 (0.24%) Sarbanes-Oxley
System Software
1 29 (6.89%) Docker
2 4 (0.95%) Firmware
3 1 (0.24%) Active Directory
Systems Management
1 25 (5.94%) Kubernetes
2 8 (1.90%) Terraform
3 5 (1.19%) Kubeflow
4 4 (0.95%) Ansible
5 2 (0.48%) Functional Safety
5 2 (0.48%) logstash
5 2 (0.48%) Progress Chef
5 2 (0.48%) Prometheus
5 2 (0.48%) Puppet
6 1 (0.24%) Computer Emergency Response Teams
6 1 (0.24%) Grafana
Vendors
1 59 (14.01%) Google
2 26 (6.18%) IBM
3 25 (5.94%) Microsoft
4 17 (4.04%) OpenAI
5 13 (3.09%) Screaming Frog
6 12 (2.85%) Ahrefs
7 8 (1.90%) Oracle
8 7 (1.66%) YouTube
9 5 (1.19%) Adobe
9 5 (1.19%) Databricks
10 4 (0.95%) Salesforce
11 3 (0.71%) Alteryx
11 3 (0.71%) Facebook
11 3 (0.71%) Instagram
11 3 (0.71%) SAP
11 3 (0.71%) TikTok
12 2 (0.48%) Criteo
12 2 (0.48%) Hotjar
12 2 (0.48%) Thales
13 1 (0.24%) Intapp