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 10 May 2026, comparing them to the same period in the previous two years.

6 months to
10 May 2026
Same period 2025 Same period 2024
Rank 305 186 116
Rank change year-on-year -119 -70 +92
Permanent jobs citing Algorithms 525 803 2,299
As % of all permanent jobs in the UK 0.58% 1.84% 2.38%
As % of the Miscellaneous category 2.12% 4.41% 6.64%
Number of salaries quoted 328 397 757
10th Percentile £33,750 £43,750 £38,750
25th Percentile £35,375 £52,000 £50,000
Median annual salary (50th Percentile) £64,750 £65,000 £65,000
Median % change year-on-year -0.38% - -10.65%
75th Percentile £90,000 £85,000 £82,500
90th Percentile £111,250 £111,250 £102,711
UK excluding London median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% -

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 24,764 18,204 34,634
As % of all permanent jobs advertised in the UK 27.25% 41.61% 35.89%
Number of salaries quoted 13,502 9,356 23,041
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,764 £42,000 £38,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -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 10 May 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 17 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 10 May 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 -120 473 £65,000 -7.14% 284
UK excluding London -150 290 £55,000 -11.29% 205
London -25 207 £95,000 -8.43% 111
Work from Home -129 113 £55,000 -8.33% 107
South East -81 98 £60,000 -3.23% 71
North of England -52 62 £37,500 -48.09% 33
South West -79 42 £60,000 -14.29% 27
East of England -77 34 £37,500 -42.31% 40
Midlands -24 32 £55,000 -8.33% 23
North West -9 30 £37,500 -56.01% 14
West Midlands -26 21 £46,500 -22.50% 7
Yorkshire -55 21 £37,500 -16.67% 10
Scotland -25 14 £39,500 -12.22% 13
North East -37 11 £37,500 -63.86% 9
East Midlands -38 10 £75,000 +25.00% 16
Wales -39 6 £57,500 -7.26% 2
Northern Ireland -34 2 £39,500 - 3

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 55 (10.48%) Jupyter
2 20 (3.81%) ArcGIS
3 11 (2.10%) Apache Spark
4 10 (1.90%) CMS
5 9 (1.71%) Apache Airflow
6 6 (1.14%) SAS
7 5 (0.95%) IIS
8 2 (0.38%) Confluence
9 1 (0.19%) Apache
9 1 (0.19%) Apache Pulsar
9 1 (0.19%) Drupal
9 1 (0.19%) Kinematics
9 1 (0.19%) SharePoint
9 1 (0.19%) WordPress
Applications
1 54 (10.29%) Chatbot
2 10 (1.90%) Simulink
3 3 (0.57%) CATIA
3 3 (0.57%) Microsoft Office
4 2 (0.38%) Microsoft Excel
4 2 (0.38%) OrCAD
5 1 (0.19%) Microsoft PowerPoint
Business Applications
1 12 (2.29%) Towers Watson Igloo
2 4 (0.76%) Distributed Ledger
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
3 1 (0.19%) Salesforce CRM
Cloud Services
1 143 (27.24%) AWS
2 74 (14.10%) Azure
3 59 (11.24%) Cloud Computing
4 40 (7.62%) GCP
5 16 (3.05%) Google Analytics
6 15 (2.86%) GitHub
7 12 (2.29%) Power Platform
7 12 (2.29%) SaaS
8 10 (1.90%) Azure Machine Learning
9 6 (1.14%) Amazon EKS
9 6 (1.14%) Slack
9 6 (1.14%) Snowflake
10 5 (0.95%) Prefect
11 4 (0.76%) Amazon ECS
11 4 (0.76%) Google Ads
12 3 (0.57%) Virtual Private Cloud
13 2 (0.38%) AWS Lambda
13 2 (0.38%) Azure DevOps
13 2 (0.38%) Firebase
13 2 (0.38%) Google App Engine
Communications & Networking
1 20 (3.81%) Broadband
2 16 (3.05%) Multicast
3 6 (1.14%) 5G
3 6 (1.14%) Ethernet
4 5 (0.95%) Software-Defined Radio
5 4 (0.76%) Internet
5 4 (0.76%) Network Security
6 3 (0.57%) TCP/IP
6 3 (0.57%) Wi-Fi
7 1 (0.19%) Firewall
7 1 (0.19%) IPsec
7 1 (0.19%) MQTT
7 1 (0.19%) RS-422
7 1 (0.19%) S/MIME
7 1 (0.19%) VPN
7 1 (0.19%) X.509
Database & Business Intelligence
1 28 (5.33%) BigQuery
2 25 (4.76%) Elasticsearch
2 25 (4.76%) GIS
3 21 (4.00%) QGIS
3 21 (4.00%) Spatial Data
4 20 (3.81%) Metadata
5 15 (2.86%) PostgreSQL
6 14 (2.67%) Big Data
7 11 (2.10%) Hadoop
8 10 (1.90%) MongoDB
8 10 (1.90%) NoSQL
8 10 (1.90%) Power BI
9 9 (1.71%) Tableau
10 6 (1.14%) Data Mining
11 5 (0.95%) Amazon Athena
12 4 (0.76%) SQL Server
13 3 (0.57%) Amazon RDS
13 3 (0.57%) Relational Database
14 2 (0.38%) DynamoDB
15 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.10%) Visual Studio Code
2 57 (10.86%) Git
3 26 (4.95%) Rational DOORS
4 18 (3.43%) JIRA
5 16 (3.05%) GitLab
6 2 (0.38%) MLflow
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
7 1 (0.19%) PetaLinux
General
1 149 (28.38%) Finance
2 74 (14.10%) Analytical Skills
3 71 (13.52%) Retail
3 71 (13.52%) Social Skills
4 60 (11.43%) Manufacturing
5 42 (8.00%) Marketing
6 28 (5.33%) Front Office
7 25 (4.76%) Electronics
8 22 (4.19%) Games
8 22 (4.19%) Inclusion and Diversity
9 19 (3.62%) Banking
10 14 (2.67%) Aerospace
11 13 (2.48%) Automotive
12 11 (2.10%) Advertising
13 7 (1.33%) Financial Institution
13 7 (1.33%) Legal
14 6 (1.14%) Law
15 5 (0.95%) Aviation
15 5 (0.95%) Documentation Skills
15 5 (0.95%) Pharmaceutical
Job Titles
1 128 (24.38%) Software Engineer
2 112 (21.33%) Senior
3 89 (16.95%) Developer
4 52 (9.90%) Artificial Intelligence Programmer
4 52 (9.90%) Programmer
5 51 (9.71%) Trainee
5 51 (9.71%) Trainee Programmer
6 47 (8.95%) Python Developer
7 46 (8.76%) Senior Software Engineer
8 42 (8.00%) Senior Developer
9 39 (7.43%) C++ Software Engineer
10 25 (4.76%) Python Engineer
11 23 (4.38%) Consultant
12 22 (4.19%) FPGA Engineer
12 22 (4.19%) Principal Engineer
12 22 (4.19%) Quantitative Developer
12 22 (4.19%) Senior Python Developer
12 22 (4.19%) Systems Engineer
13 21 (4.00%) Python Software Engineer
13 21 (4.00%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (15.43%) Pandas
2 80 (15.24%) NumPy
3 61 (11.62%) Streamlit
4 60 (11.43%) scikit-learn
5 58 (11.05%) Matplotlib
6 55 (10.48%) Hugging Face
7 46 (8.76%) Boost C++ Libraries
7 46 (8.76%) PyTorch
8 29 (5.52%) Django
9 25 (4.76%) TensorFlow
10 23 (4.38%) FIX Protocol
11 16 (3.05%) .NET
11 16 (3.05%) pytest
12 15 (2.86%) HTML
13 12 (2.29%) RESTful
14 11 (2.10%) REST
15 10 (1.90%) CSS
15 10 (1.90%) React
16 8 (1.52%) Flask
16 8 (1.52%) OpenCV
Miscellaneous
1 85 (16.19%) Data Structures
2 54 (10.29%) Distributed Systems
3 40 (7.62%) Equities
4 30 (5.71%) FPGA
5 26 (4.95%) Management Information System
6 25 (4.76%) Greenfield Project
7 23 (4.38%) Product Ownership
8 22 (4.19%) Hedge funds
9 21 (4.00%) Embedded Systems
10 19 (3.62%) Derivative
10 19 (3.62%) PCIe
10 19 (3.62%) VHDL
11 16 (3.05%) Fixed Income
12 13 (2.48%) Onboarding
12 13 (2.48%) Video\Live Streaming
13 12 (2.29%) NVMe
14 11 (2.10%) Cloud Native
15 8 (1.52%) Public Cloud
16 7 (1.33%) Driving Licence
16 7 (1.33%) Low-Code
Operating Systems
1 61 (11.62%) Linux
2 7 (1.33%) Windows
3 5 (0.95%) Windows Server 2008
3 5 (0.95%) Windows Server 2012
3 5 (0.95%) Windows Server 2016
3 5 (0.95%) Windows Server 2019
4 4 (0.76%) Robot Operating System
4 4 (0.76%) Windows Server
5 3 (0.57%) Android
5 3 (0.57%) Apple iOS
6 2 (0.38%) Embedded Linux
6 2 (0.38%) Unix
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 211 (40.19%) Software Engineering
2 174 (33.14%) Machine Learning
3 168 (32.00%) AI
4 144 (27.43%) Computer Science
5 103 (19.62%) Analytics
5 103 (19.62%) Data Science
6 97 (18.48%) OOP
7 93 (17.71%) OO
7 93 (17.71%) Visualisation
8 82 (15.62%) Agile
9 78 (14.86%) Workflow
10 69 (13.14%) LLM
11 65 (12.38%) Problem-Solving
12 56 (10.67%) Continuous Improvement
12 56 (10.67%) Neural Network
12 56 (10.67%) Retrieval-Augmented Generation
13 55 (10.48%) Customer Service
13 55 (10.48%) Data Privacy
14 54 (10.29%) Mathematics
14 54 (10.29%) Sentiment Analysis
Programming Languages
1 336 (64.00%) Python
2 140 (26.67%) C++
3 54 (10.29%) SQL
4 47 (8.95%) C
5 45 (8.57%) C#
6 20 (3.81%) Java
7 18 (3.43%) Rust
8 17 (3.24%) MATLAB
9 14 (2.67%) Assembly Language
9 14 (2.67%) Go
10 13 (2.48%) R
11 9 (1.71%) TypeScript
12 7 (1.33%) Embedded C
12 7 (1.33%) Embedded C++
13 6 (1.14%) JavaScript
14 5 (0.95%) Scala
15 4 (0.76%) T-SQL
16 3 (0.57%) Julia
16 3 (0.57%) VBA
17 2 (0.38%) Bash
Qualifications
1 116 (22.10%) Degree
2 60 (11.43%) AWS Certification
3 54 (10.29%) AWS Certified Cloud Practitioner
4 43 (8.19%) Computer Science Degree
5 42 (8.00%) Security Cleared
6 38 (7.24%) Master's Degree
7 27 (5.14%) PhD
8 22 (4.19%) SC Cleared
9 18 (3.43%) BPSS Clearance
10 17 (3.24%) DV Cleared
11 5 (0.95%) MBA
12 4 (0.76%) Postgraduate
13 3 (0.57%) DBS Check
14 1 (0.19%) CEH
14 1 (0.19%) CISM
14 1 (0.19%) CISSP
14 1 (0.19%) GIAC
14 1 (0.19%) ITIL Certification
14 1 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 43 (8.19%) QA
2 21 (4.00%) Accessibility
3 18 (3.43%) Data Quality
3 18 (3.43%) ISO/IEC 15288
4 6 (1.14%) GDPR
5 5 (0.95%) Actionable Recommendations
6 4 (0.76%) ISO/IEC 12207
7 3 (0.57%) IEC 61508
7 3 (0.57%) ISO 26262
8 2 (0.38%) EMIR
9 1 (0.19%) AUTOSAR
9 1 (0.19%) HIPAA
9 1 (0.19%) NIST
9 1 (0.19%) NIST 800
9 1 (0.19%) PCI DSS
9 1 (0.19%) Sarbanes-Oxley
System Software
1 32 (6.10%) Firmware
2 27 (5.14%) Docker
3 15 (2.86%) Embedded Firmware
4 5 (0.95%) Active Directory
4 5 (0.95%) Hyper-V
4 5 (0.95%) VMware ESXi
4 5 (0.95%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 14 (2.67%) Kubernetes
2 8 (1.52%) Terraform
3 6 (1.14%) Kubeflow
4 5 (0.95%) SCCM
4 5 (0.95%) SCOM
4 5 (0.95%) Tivoli Identity Manager
5 1 (0.19%) Grafana
Vendors
1 60 (11.43%) Microsoft
2 55 (10.48%) Google
3 19 (3.62%) IBM
4 16 (3.05%) Altera
5 14 (2.67%) Databricks
6 13 (2.48%) Xilinx
7 10 (1.90%) Screaming Frog
8 6 (1.14%) Botify
9 5 (0.95%) BT
9 5 (0.95%) Dell
9 5 (0.95%) HP
9 5 (0.95%) McAfee
9 5 (0.95%) VMware
10 4 (0.76%) Ahrefs
11 3 (0.57%) Rockwell
12 2 (0.38%) Oracle
12 2 (0.38%) Thales
12 2 (0.38%) YouTube
13 1 (0.19%) Charles River
13 1 (0.19%) MathWorks