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 22 February 2026, comparing them to the same period in the previous two years.

6 months to
22 Feb 2026
Same period 2025 Same period 2024
Rank 309 165 155
Rank change year-on-year -144 -10 +8
Permanent jobs citing Algorithms 425 851 1,480
As % of all permanent jobs in the UK 0.62% 1.76% 1.96%
As % of the Miscellaneous category 1.92% 4.62% 5.40%
Number of salaries quoted 225 404 670
10th Percentile £33,750 £45,000 £41,250
25th Percentile £39,281 £55,000 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £67,500
Median % change year-on-year - -3.70% -6.90%
75th Percentile £100,000 £85,000 £86,250
90th Percentile £114,500 £110,000 £120,000
UK excluding London median annual salary £45,000 £62,500 £60,000
% change year-on-year -28.00% +4.17% -

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 22,164 18,421 27,408
As % of all permanent jobs advertised in the UK 32.14% 38.04% 36.35%
Number of salaries quoted 11,219 8,716 19,883
10th Percentile £28,000 £33,750 £29,000
25th Percentile £37,500 £46,250 £40,000
Median annual salary (50th Percentile) £55,000 £62,500 £55,173
Median % change year-on-year -12.00% +13.28% -15.12%
75th Percentile £77,500 £83,750 £77,500
90th Percentile £100,000 £113,750 £100,000
UK excluding London median annual salary £48,000 £55,000 £50,000
% change year-on-year -12.73% +10.00% -9.09%

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 22 February 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 22 February 2026. 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 -143 378 £65,000 -3.70% 288
UK excluding London -176 209 £45,000 -28.00% 231
London -2 181 £100,000 +2.56% 112
Work from Home -112 110 £71,000 +18.33% 102
South East -116 56 £67,500 +8.00% 72
North of England -32 43 £37,500 -45.05% 40
East of England -45 36 £55,000 -27.63% 32
South West -86 34 £40,792 -37.24% 39
North West -11 25 £37,500 -56.01% 21
Midlands -22 21 £55,000 -8.33% 28
West Midlands +6 14 £41,250 -31.25% 14
Yorkshire -37 13 £37,500 -16.67% 9
Scotland -16 12 £37,500 -16.67% 14
Wales -11 7 £57,500 -13.27% 10
East Midlands -36 7 £75,000 +25.00% 14
North East -11 5 £37,500 -37.50% 10

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 46 (10.82%) Jupyter
2 16 (3.76%) ArcGIS
3 12 (2.82%) Apache Spark
4 10 (2.35%) Kinematics
5 7 (1.65%) Apache Airflow
6 5 (1.18%) IIS
7 4 (0.94%) CMS
8 3 (0.71%) Microsoft Exchange
9 2 (0.47%) WordPress
10 1 (0.24%) Apache
10 1 (0.24%) Drupal
10 1 (0.24%) nginx
Applications
1 46 (10.82%) Chatbot
2 8 (1.88%) Microsoft Office
3 7 (1.65%) Simulink
4 4 (0.94%) Microsoft Excel
5 3 (0.71%) Adobe Creative Suite
5 3 (0.71%) Adobe Premiere
5 3 (0.71%) Final Cut Pro
6 2 (0.47%) Microsoft PowerPoint
7 1 (0.24%) OrCAD
7 1 (0.24%) Spreadsheet
Business Applications
1 5 (1.18%) Towers Watson Igloo
2 4 (0.94%) Distributed Ledger
3 2 (0.47%) Shopify
4 1 (0.24%) Bloomberg AIM
4 1 (0.24%) Fidessa
4 1 (0.24%) Salesforce CRM
Cloud Services
1 111 (26.12%) AWS
2 63 (14.82%) Azure
3 50 (11.76%) Cloud Computing
4 39 (9.18%) GCP
5 18 (4.24%) GitHub
6 16 (3.76%) Google Analytics
7 14 (3.29%) Power Platform
8 13 (3.06%) Azure Machine Learning
9 9 (2.12%) Snowflake
10 5 (1.18%) Google Tag Manager
10 5 (1.18%) Google Workspace
11 4 (0.94%) Amazon EKS
11 4 (0.94%) Azure DevOps
11 4 (0.94%) dbt
11 4 (0.94%) LangSmith
12 3 (0.71%) Amazon SageMaker
12 3 (0.71%) Canva
12 3 (0.71%) Firebase
12 3 (0.71%) Slack
13 2 (0.47%) Google App Engine
Communications & Networking
1 12 (2.82%) Multicast
2 8 (1.88%) Software-Defined Radio
3 6 (1.41%) Broadband
4 5 (1.18%) Ethernet
4 5 (1.18%) TCP/IP
5 4 (0.94%) Network Security
6 1 (0.24%) Internet
6 1 (0.24%) S/MIME
6 1 (0.24%) VPN
6 1 (0.24%) Wireless
Database & Business Intelligence
1 20 (4.71%) Metadata
2 19 (4.47%) Big Data
2 19 (4.47%) BigQuery
3 18 (4.24%) Elasticsearch
3 18 (4.24%) GIS
4 17 (4.00%) QGIS
4 17 (4.00%) Spatial Data
5 14 (3.29%) Power BI
6 13 (3.06%) Tableau
7 12 (2.82%) Hadoop
7 12 (2.82%) NoSQL
8 9 (2.12%) PostgreSQL
9 8 (1.88%) Data Lake
10 7 (1.65%) MongoDB
11 6 (1.41%) Relational Database
12 5 (1.18%) Data Mining
12 5 (1.18%) SQL Server
13 3 (0.71%) Looker
13 3 (0.71%) Redis
14 2 (0.47%) MySQL
Development Applications
1 49 (11.53%) Visual Studio Code
2 28 (6.59%) Rational DOORS
3 26 (6.12%) Git
4 13 (3.06%) JIRA
5 6 (1.41%) MLflow
6 3 (0.71%) GitLab
6 3 (0.71%) Jenkins
7 2 (0.47%) JConsole
7 2 (0.47%) VisualVM
8 1 (0.24%) TestRail
General
1 148 (34.82%) Finance
2 92 (21.65%) Social Skills
3 68 (16.00%) Analytical Skills
4 56 (13.18%) Retail
5 53 (12.47%) Manufacturing
6 48 (11.29%) Electronics
7 40 (9.41%) Marketing
8 38 (8.94%) Front Office
9 22 (5.18%) Banking
9 22 (5.18%) Games
10 19 (4.47%) Law
11 17 (4.00%) Presentation Skills
12 13 (3.06%) Inclusion and Diversity
13 12 (2.82%) Automotive
14 10 (2.35%) Legal
14 10 (2.35%) Public Sector
15 9 (2.12%) Financial Institution
16 8 (1.88%) Aviation
17 7 (1.65%) Aerospace
17 7 (1.65%) Telecoms
Job Titles
1 74 (17.41%) Senior
2 67 (15.76%) Software Engineer
3 58 (13.65%) Developer
4 46 (10.82%) Artificial Intelligence Programmer
4 46 (10.82%) Programmer
4 46 (10.82%) Trainee
4 46 (10.82%) Trainee Programmer
5 36 (8.47%) Lead
6 30 (7.06%) Principal Engineer
7 27 (6.35%) Senior Developer
8 26 (6.12%) Systems Engineer
9 25 (5.88%) Quantitative Developer
10 24 (5.65%) C++ Software Engineer
10 24 (5.65%) Senior Software Engineer
11 23 (5.41%) Principal Systems Engineer
12 20 (4.71%) Artificial Intelligence Engineer
12 20 (4.71%) Python Developer
13 18 (4.24%) Low Latency C++ Developer
13 18 (4.24%) Senior C++ Quantitative Developer
13 18 (4.24%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 56 (13.18%) scikit-learn
2 55 (12.94%) Pandas
3 54 (12.71%) NumPy
4 50 (11.76%) Matplotlib
5 48 (11.29%) Streamlit
6 47 (11.06%) Hugging Face
7 37 (8.71%) PyTorch
8 35 (8.24%) Boost C++ Libraries
9 26 (6.12%) TensorFlow
10 24 (5.65%) Django
11 23 (5.41%) FIX Protocol
12 14 (3.29%) .NET
13 12 (2.82%) Kafka
13 12 (2.82%) pytest
14 10 (2.35%) HTML
14 10 (2.35%) Middleware
14 10 (2.35%) React
15 9 (2.12%) RESTful
16 8 (1.88%) CSS
16 8 (1.88%) FHIR
Miscellaneous
1 63 (14.82%) Data Structures
2 40 (9.41%) Distributed Systems
2 40 (9.41%) Equities
3 26 (6.12%) Management Information System
4 22 (5.18%) Hedge funds
5 20 (4.71%) Derivative
6 19 (4.47%) Cloud Native
6 19 (4.47%) Greenfield Project
7 16 (3.76%) FPGA
8 13 (3.06%) Fixed Income
8 13 (3.06%) Robotics
8 13 (3.06%) Social Media
9 11 (2.59%) Product Ownership
9 11 (2.59%) Self-Motivation
10 10 (2.35%) Analytical Mindset
10 10 (2.35%) Embedded Systems
10 10 (2.35%) Life Science
11 9 (2.12%) PCIe
12 8 (1.88%) 3D Graphics
12 8 (1.88%) Omics
Operating Systems
1 45 (10.59%) Linux
2 4 (0.94%) Android
2 4 (0.94%) Apple iOS
2 4 (0.94%) Unix
3 3 (0.71%) Robot Operating System
4 1 (0.24%) FreeRTOS
Processes & Methodologies
1 185 (43.53%) AI
2 169 (39.76%) Machine Learning
3 129 (30.35%) Software Engineering
4 126 (29.65%) Computer Science
5 124 (29.18%) Analytics
6 97 (22.82%) Data Science
7 80 (18.82%) OO
7 80 (18.82%) Visualisation
8 79 (18.59%) OOP
9 70 (16.47%) Workflow
10 66 (15.53%) LLM
10 66 (15.53%) Mathematics
11 65 (15.29%) Problem-Solving
12 64 (15.06%) Technical Leadership
13 61 (14.35%) Agile
14 57 (13.41%) Data Analysis
15 55 (12.94%) Data Privacy
16 52 (12.24%) Neural Network
17 49 (11.53%) Low Latency
17 49 (11.53%) Retrieval-Augmented Generation
Programming Languages
1 259 (60.94%) Python
2 105 (24.71%) C++
3 54 (12.71%) SQL
4 50 (11.76%) C
5 38 (8.94%) Java
6 33 (7.76%) C#
7 20 (4.71%) R
8 15 (3.53%) JavaScript
8 15 (3.53%) MATLAB
9 11 (2.59%) Rust
10 8 (1.88%) Assembly Language
10 8 (1.88%) Go
11 5 (1.18%) Bash
11 5 (1.18%) Scala
12 4 (0.94%) T-SQL
13 3 (0.71%) Fortran
13 3 (0.71%) Google Apps Script
13 3 (0.71%) Objective-C
13 3 (0.71%) Tcl
13 3 (0.71%) TypeScript
Qualifications
1 142 (33.41%) Degree
2 62 (14.59%) Master's Degree
3 59 (13.88%) PhD
4 47 (11.06%) AWS Certification
5 46 (10.82%) AWS Certified Cloud Practitioner
6 37 (8.71%) Computer Science Degree
7 36 (8.47%) BPSS Clearance
8 29 (6.82%) Security Cleared
9 23 (5.41%) SC Cleared
10 8 (1.88%) CISM
10 8 (1.88%) CISSP
10 8 (1.88%) DV Cleared
11 7 (1.65%) CISA
11 7 (1.65%) CRISC
12 5 (1.18%) MBA
13 4 (0.94%) DBS Check
13 4 (0.94%) Postgraduate
14 1 (0.24%) CEH
14 1 (0.24%) GIAC
14 1 (0.24%) Microsoft Certified Professional
Quality Assurance & Compliance
1 29 (6.82%) Data Quality
2 28 (6.59%) Accessibility
2 28 (6.59%) QA
3 23 (5.41%) ISO/IEC 15288
4 8 (1.88%) CDISC
4 8 (1.88%) GxP
4 8 (1.88%) HL7
5 7 (1.65%) Cyber Essentials
5 7 (1.65%) ISO/IEC 27001
6 6 (1.41%) Actionable Recommendations
7 4 (0.94%) IEC 61508
7 4 (0.94%) ISO 26262
8 2 (0.47%) EMIR
8 2 (0.47%) GDPR
8 2 (0.47%) NIST
9 1 (0.24%) EU AI Act
9 1 (0.24%) HIPAA
9 1 (0.24%) NIST 800
9 1 (0.24%) PCI DSS
9 1 (0.24%) Sarbanes-Oxley
System Software
1 21 (4.94%) Firmware
2 16 (3.76%) Docker
3 9 (2.12%) Embedded Firmware
Systems Management
1 14 (3.29%) Kubernetes
2 5 (1.18%) Terraform
3 3 (0.71%) Kubeflow
4 2 (0.47%) logstash
4 2 (0.47%) Prometheus
5 1 (0.24%) Grafana
Vendors
1 54 (12.71%) Microsoft
2 48 (11.29%) Google
3 23 (5.41%) IBM
4 11 (2.59%) Databricks
5 10 (2.35%) Screaming Frog
6 9 (2.12%) Altera
6 9 (2.12%) YouTube
7 7 (1.65%) Ahrefs
8 5 (1.18%) BT
8 5 (1.18%) Oracle
8 5 (1.18%) Xilinx
9 3 (0.71%) Adobe
9 3 (0.71%) Facebook
9 3 (0.71%) Instagram
9 3 (0.71%) Remedy
9 3 (0.71%) TikTok
10 2 (0.47%) Hotjar
10 2 (0.47%) SAP
11 1 (0.24%) Charles River
11 1 (0.24%) Salesforce