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

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 272 192 277
Rank change year-on-year -80 +85 -115
Permanent jobs citing Algorithms 474 906 601
As % of all permanent jobs in the UK 0.85% 1.44% 1.19%
As % of the Miscellaneous category 2.43% 4.12% 3.13%
Number of salaries quoted 220 465 364
10th Percentile £40,014 £45,000 £42,500
25th Percentile £47,500 £54,000 £51,250
Median annual salary (50th Percentile) £75,900 £67,500 £72,500
Median % change year-on-year +12.44% -6.90% +3.57%
75th Percentile £112,813 £84,250 £100,000
90th Percentile £137,750 £105,000 £139,250
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 19,534 21,989 19,186
As % of all permanent jobs advertised in the UK 34.99% 35.01% 38.15%
Number of salaries quoted 10,575 10,841 14,445
10th Percentile £27,750 £33,750 £33,210
25th Percentile £36,250 £45,000 £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 £82,750 £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 6 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 6 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 -78 423 £75,900 +8.43% 509
London +23 226 £106,250 +32.81% 141
UK excluding London -103 223 £55,000 -15.38% 412
Work from Home -49 117 £75,900 +26.50% 408
South East -88 67 £75,900 +16.77% 138
East of England -27 48 £55,000 -27.63% 70
South West -34 31 £45,021 -30.74% 74
Scotland +8 28 £75,900 +68.67% 17
Midlands +6 23 £75,000 +25.00% 54
North of England +7 18 £35,000 -30.00% 66
West Midlands +20 13 £60,000 +10.60% 28
North West +24 10 £38,250 -32.31% 36
Wales +4 8 £57,500 +4.55% 6
East Midlands +3 8 £75,000 +20.00% 23
Yorkshire -7 8 £35,000 -22.22% 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 19 (4.01%) Kinematics
2 14 (2.95%) Apache Spark
3 10 (2.11%) Apache Airflow
4 6 (1.27%) CMS
5 4 (0.84%) WordPress
6 3 (0.63%) Apache
6 3 (0.63%) Microsoft Exchange
7 2 (0.42%) Camunda
7 2 (0.42%) Kentico
7 2 (0.42%) Luigi
7 2 (0.42%) Oracle Workflow
7 2 (0.42%) Umbraco
8 1 (0.21%) nginx
8 1 (0.21%) Tomcat
Applications
1 8 (1.69%) Microsoft Excel
2 7 (1.48%) Microsoft Office
2 7 (1.48%) Simulink
3 4 (0.84%) Microsoft PowerPoint
4 3 (0.63%) Adobe Creative Suite
4 3 (0.63%) Adobe Premiere
4 3 (0.63%) Blender
4 3 (0.63%) Final Cut Pro
5 2 (0.42%) Spreadsheet
6 1 (0.21%) Mathcad
6 1 (0.21%) MS Visio
Business Applications
1 4 (0.84%) Shopify
2 2 (0.42%) Dynamics CRM
3 1 (0.21%) Bloomberg AIM
3 1 (0.21%) Distributed Ledger
3 1 (0.21%) Fidessa
Cloud Services
1 62 (13.08%) AWS
2 51 (10.76%) Azure
3 42 (8.86%) GCP
4 19 (4.01%) Google Analytics
5 18 (3.80%) Power Platform
6 15 (3.16%) Vertex AI
7 12 (2.53%) Azure Machine Learning
7 12 (2.53%) GitHub
8 8 (1.69%) Amazon EKS
9 7 (1.48%) Amazon S3
10 6 (1.27%) Google Docs
11 5 (1.05%) Azure Data Factory
11 5 (1.05%) Azure DevOps
11 5 (1.05%) Cloud Computing
11 5 (1.05%) Google Sheets
11 5 (1.05%) Google Workspace
11 5 (1.05%) Snowflake
12 4 (0.84%) Amazon CloudWatch
12 4 (0.84%) Amazon SageMaker
12 4 (0.84%) Serverless
Communications & Networking
1 11 (2.32%) Multicast
2 8 (1.69%) Software-Defined Radio
3 3 (0.63%) 5G
3 3 (0.63%) SD-WAN
3 3 (0.63%) TCP/IP
3 3 (0.63%) WAN
4 2 (0.42%) Bluetooth
4 2 (0.42%) Broadband
4 2 (0.42%) Internet
4 2 (0.42%) S/MIME
5 1 (0.21%) Ethernet
5 1 (0.21%) LoRaWAN
5 1 (0.21%) Modbus
5 1 (0.21%) MQTT
5 1 (0.21%) Network Security
5 1 (0.21%) SSL
5 1 (0.21%) VPN
5 1 (0.21%) Wireless
5 1 (0.21%) X.509
Database & Business Intelligence
1 24 (5.06%) NoSQL
2 19 (4.01%) Metadata
3 18 (3.80%) Power BI
4 15 (3.16%) Data Mining
4 15 (3.16%) PostgreSQL
5 13 (2.74%) Big Data
5 13 (2.74%) Data Lake
5 13 (2.74%) MongoDB
6 11 (2.32%) Relational Database
7 10 (2.11%) BigQuery
8 9 (1.90%) Elasticsearch
9 8 (1.69%) Looker
10 7 (1.48%) Tableau
11 6 (1.27%) Apache Cassandra
11 6 (1.27%) KDB
11 6 (1.27%) MySQL
11 6 (1.27%) SQL Server
12 4 (0.84%) Hadoop
12 4 (0.84%) Redis
13 3 (0.63%) GIS
Development Applications
1 35 (7.38%) Rational DOORS
2 21 (4.43%) Git
3 19 (4.01%) JIRA
4 10 (2.11%) MLflow
5 6 (1.27%) Jenkins
6 4 (0.84%) JUnit
7 3 (0.63%) GitLab
7 3 (0.63%) TestRail
7 3 (0.63%) Vite
7 3 (0.63%) webpack
8 2 (0.42%) Cypress.io
8 2 (0.42%) JConsole
8 2 (0.42%) Visual Studio
8 2 (0.42%) VisualVM
9 1 (0.21%) Ant
9 1 (0.21%) Bazaar
9 1 (0.21%) Jasmine
9 1 (0.21%) Karma Test Runner
9 1 (0.21%) Selenium
9 1 (0.21%) WebDriver
General
1 159 (33.54%) Finance
2 134 (28.27%) Social Skills
3 91 (19.20%) Law
4 83 (17.51%) Analytical Skills
5 72 (15.19%) Electronics
6 62 (13.08%) Marketing
7 55 (11.60%) Banking
8 49 (10.34%) Inclusion and Diversity
9 48 (10.13%) Front Office
10 43 (9.07%) Games
11 27 (5.70%) Presentation Skills
12 19 (4.01%) Retail
13 13 (2.74%) Advertising
13 13 (2.74%) Investment Banking
14 12 (2.53%) Financial Institution
14 12 (2.53%) Manufacturing
15 11 (2.32%) Legal
15 11 (2.32%) Public Sector
16 9 (1.90%) Aviation
17 8 (1.69%) Telecoms
Job Titles
1 89 (18.78%) Senior
2 87 (18.35%) Software Engineer
3 79 (16.67%) Developer
4 69 (14.56%) Lead
5 41 (8.65%) Systems Engineer
6 37 (7.81%) Principal Engineer
7 36 (7.59%) Quantitative Developer
8 32 (6.75%) Artificial Intelligence Engineer
9 29 (6.12%) Principal Systems Engineer
10 25 (5.27%) Senior Developer
11 22 (4.64%) Data Scientist
11 22 (4.64%) Java Engineer
11 22 (4.64%) Python Developer
11 22 (4.64%) Senior Software Engineer
12 21 (4.43%) C++ Developer
12 21 (4.43%) Python Engineer
13 20 (4.22%) C++ Software Engineer
13 20 (4.22%) Java Software Engineer
14 19 (4.01%) C++ Quantitative Developer
14 19 (4.01%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 31 (6.54%) Kafka
2 30 (6.33%) Boost C++ Libraries
3 23 (4.85%) React
3 23 (4.85%) TensorFlow
4 22 (4.64%) FIX Protocol
5 20 (4.22%) Middleware
5 20 (4.22%) PyTorch
6 18 (3.80%) Django
7 17 (3.59%) REST
7 17 (3.59%) Spring
8 16 (3.38%) scikit-learn
9 13 (2.74%) .NET
10 12 (2.53%) CSS
10 12 (2.53%) HTML
11 11 (2.32%) Flask
11 11 (2.32%) pytest
12 10 (2.11%) FastAPI
12 10 (2.11%) FHIR
13 9 (1.90%) Spring Boot
14 8 (1.69%) Java Concurrency
Miscellaneous
1 66 (13.92%) Data Structures
2 54 (11.39%) Equities
3 43 (9.07%) Distributed Systems
4 26 (5.49%) Cloud Native
5 25 (5.27%) Derivative
5 25 (5.27%) Hedge funds
5 25 (5.27%) Management Information System
5 25 (5.27%) Robotics
6 15 (3.16%) Greenfield Project
6 15 (3.16%) Self-Motivation
7 14 (2.95%) Fixed Income
7 14 (2.95%) Social Media
8 12 (2.53%) Foreign Exchange (FX)
8 12 (2.53%) Product Ownership
9 11 (2.32%) 3D Graphics
9 11 (2.32%) Life Science
9 11 (2.32%) Omics
10 9 (1.90%) Analytical Mindset
11 8 (1.69%) Embedded Systems
12 7 (1.48%) FPGA
Operating Systems
1 45 (9.49%) Linux
2 6 (1.27%) Unix
3 4 (0.84%) Windows
4 2 (0.42%) Apple iOS
5 1 (0.21%) Android
5 1 (0.21%) Robot Operating System
5 1 (0.21%) Windows Server
Processes & Methodologies
1 176 (37.13%) AI
2 170 (35.86%) Software Engineering
3 146 (30.80%) Analytics
4 145 (30.59%) Machine Learning
5 120 (25.32%) Computer Science
6 116 (24.47%) Agile
7 111 (23.42%) Problem-Solving
8 95 (20.04%) Data Science
9 90 (18.99%) Mathematics
10 85 (17.93%) SDLC
11 74 (15.61%) Visualisation
12 73 (15.40%) Low Latency
13 69 (14.56%) Statistics
14 64 (13.50%) CI/CD
15 57 (12.03%) DevOps
16 56 (11.81%) Technical Leadership
17 55 (11.60%) Continuous Improvement
17 55 (11.60%) Data Analysis
18 54 (11.39%) Data Analytics
19 53 (11.18%) Signal Processing
Programming Languages
1 226 (47.68%) Python
2 106 (22.36%) C++
3 84 (17.72%) Java
4 68 (14.35%) SQL
5 52 (10.97%) C
6 39 (8.23%) C#
7 21 (4.43%) JavaScript
8 18 (3.80%) MATLAB
9 16 (3.38%) R
10 13 (2.74%) TypeScript
11 9 (1.90%) Bash
12 5 (1.05%) Rust
12 5 (1.05%) Scala
13 4 (0.84%) Fortran
13 4 (0.84%) Go
13 4 (0.84%) Kotlin
13 4 (0.84%) Swift
13 4 (0.84%) T-SQL
14 3 (0.63%) Assembly Language
14 3 (0.63%) VC++
Qualifications
1 173 (36.50%) Degree
2 96 (20.25%) Master's Degree
3 90 (18.99%) PhD
4 49 (10.34%) BPSS Clearance
5 32 (6.75%) Security Cleared
6 31 (6.54%) Computer Science Degree
7 25 (5.27%) SC Cleared
8 9 (1.90%) CISM
8 9 (1.90%) CISSP
9 7 (1.48%) CISA
9 7 (1.48%) CRISC
9 7 (1.48%) DV Cleared
10 4 (0.84%) ISTQB
11 2 (0.42%) Numerate Degree
12 1 (0.21%) A+ Certification
12 1 (0.21%) CEH
12 1 (0.21%) CompTIA Security+
12 1 (0.21%) DBS Check
12 1 (0.21%) GIAC
12 1 (0.21%) Microsoft Certification
Quality Assurance & Compliance
1 36 (7.59%) ISO/IEC 15288
2 23 (4.85%) Data Quality
3 13 (2.74%) Accessibility
3 13 (2.74%) QA
4 10 (2.11%) CDISC
4 10 (2.11%) GxP
4 10 (2.11%) HL7
5 7 (1.48%) Cyber Essentials
5 7 (1.48%) ISO/IEC 27001
6 6 (1.27%) ISO 26262
7 4 (0.84%) IEC 61508
8 3 (0.63%) Actionable Recommendations
8 3 (0.63%) GDPR
8 3 (0.63%) NIST
9 2 (0.42%) AUTOSAR
10 1 (0.21%) California Consumer Privacy Act
10 1 (0.21%) EMIR
10 1 (0.21%) EU AI Act
10 1 (0.21%) GRC
10 1 (0.21%) NIST 800
System Software
1 31 (6.54%) Docker
2 10 (2.11%) Firmware
3 5 (1.05%) Embedded Firmware
4 1 (0.21%) Active Directory
Systems Management
1 32 (6.75%) Kubernetes
2 11 (2.32%) Terraform
3 5 (1.05%) Ansible
3 5 (1.05%) Kubeflow
4 2 (0.42%) Functional Safety
4 2 (0.42%) Grafana
4 2 (0.42%) logstash
4 2 (0.42%) Progress Chef
4 2 (0.42%) Prometheus
4 2 (0.42%) Puppet
5 1 (0.21%) Computer Emergency Response Teams
Vendors
1 63 (13.29%) Google
2 35 (7.38%) IBM
3 28 (5.91%) Microsoft
4 17 (3.59%) OpenAI
5 15 (3.16%) Screaming Frog
6 13 (2.74%) Ahrefs
7 11 (2.32%) Oracle
8 8 (1.69%) YouTube
9 7 (1.48%) Databricks
10 6 (1.27%) Adobe
11 5 (1.05%) Salesforce
12 4 (0.84%) SAP
12 4 (0.84%) Splunk
13 3 (0.63%) Alteryx
13 3 (0.63%) Dynatrace
13 3 (0.63%) Facebook
13 3 (0.63%) Instagram
13 3 (0.63%) Remedy
13 3 (0.63%) TikTok
14 2 (0.42%) Hotjar