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

6 months to
13 May 2026
Same period 2025 Same period 2024
Rank 302 187 113
Rank change year-on-year -115 -74 +93
Permanent jobs citing Algorithms 525 799 2,306
As % of all permanent jobs in the UK 0.58% 1.84% 2.39%
As % of the Miscellaneous category 2.19% 4.37% 6.66%
Number of salaries quoted 330 389 756
10th Percentile £33,750 £42,500 £38,750
25th Percentile £35,125 £52,000 £50,000
Median annual salary (50th Percentile) £64,750 £70,000 £65,000
Median % change year-on-year -7.50% +7.69% -10.34%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £111,250 £111,500 £100,000
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 23,941 18,269 34,604
As % of all permanent jobs advertised in the UK 26.62% 42.07% 35.89%
Number of salaries quoted 13,445 9,116 22,983
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,870 £41,750 £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 £111,250 £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 13 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 13 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 -117 473 £65,000 -7.14% 268
UK excluding London -144 293 £55,000 -11.29% 207
London -35 203 £95,000 -9.52% 91
Work from Home -111 115 £60,000 - 114
South East -81 99 £60,000 -3.23% 68
North of England -20 63 £37,500 -51.46% 33
South West -73 42 £60,000 -11.11% 28
East of England -81 36 £37,500 -41.86% 45
Midlands -40 32 £55,000 -8.33% 23
North West -9 30 £37,500 -57.70% 15
West Midlands -21 21 £46,500 -22.50% 8
Yorkshire -53 21 £37,500 -28.57% 10
Scotland -10 14 £39,500 -31.30% 13
North East -32 12 £37,500 -63.86% 8
East Midlands -31 10 £75,000 +25.00% 15
Wales -45 5 £57,500 -7.26% 2
Northern Ireland - 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%) Salesforce CRM
Cloud Services
1 143 (27.24%) AWS
2 75 (14.29%) Azure
3 59 (11.24%) Cloud Computing
4 38 (7.24%) GCP
5 16 (3.05%) Google Analytics
6 14 (2.67%) GitHub
6 14 (2.67%) SaaS
7 11 (2.10%) Power Platform
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%) Google Ads
12 3 (0.57%) Amazon ECS
12 3 (0.57%) Virtual Private Cloud
13 2 (0.38%) Amazon SageMaker
13 2 (0.38%) Azure DevOps
13 2 (0.38%) Firebase
13 2 (0.38%) Serverless
Communications & Networking
1 20 (3.81%) Broadband
2 15 (2.86%) 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%) Wi-Fi
7 2 (0.38%) TCP/IP
8 1 (0.19%) Firewall
8 1 (0.19%) IPsec
8 1 (0.19%) MQTT
8 1 (0.19%) RS-422
8 1 (0.19%) X.509
Database & Business Intelligence
1 27 (5.14%) 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%) Big Data
6 14 (2.67%) PostgreSQL
7 11 (2.10%) Hadoop
8 10 (1.90%) NoSQL
9 9 (1.71%) MongoDB
9 9 (1.71%) Power BI
10 8 (1.52%) Tableau
11 6 (1.14%) Data Mining
12 5 (0.95%) Amazon Athena
13 4 (0.76%) SQL Server
14 3 (0.57%) Amazon RDS
15 2 (0.38%) DynamoDB
15 2 (0.38%) Relational Database
16 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.10%) Visual Studio Code
2 56 (10.67%) Git
3 26 (4.95%) Rational DOORS
4 17 (3.24%) JIRA
5 16 (3.05%) GitLab
6 2 (0.38%) MLflow
6 2 (0.38%) PetaLinux
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 149 (28.38%) Finance
2 74 (14.10%) Analytical Skills
3 71 (13.52%) Retail
3 71 (13.52%) Social Skills
4 61 (11.62%) Manufacturing
5 42 (8.00%) Marketing
6 26 (4.95%) Electronics
7 25 (4.76%) Front Office
8 22 (4.19%) Games
9 21 (4.00%) Inclusion and Diversity
10 18 (3.43%) Banking
11 14 (2.67%) Aerospace
12 13 (2.48%) Automotive
13 11 (2.10%) Advertising
14 7 (1.33%) Financial Institution
14 7 (1.33%) Legal
15 6 (1.14%) Law
16 5 (0.95%) Pharmaceutical
17 4 (0.76%) Aviation
17 4 (0.76%) French Language
Job Titles
1 131 (24.95%) Software Engineer
2 113 (21.52%) 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 38 (7.24%) 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 60 (11.43%) scikit-learn
3 60 (11.43%) Streamlit
4 58 (11.05%) Matplotlib
5 55 (10.48%) Hugging Face
6 46 (8.76%) PyTorch
7 45 (8.57%) Boost C++ Libraries
8 28 (5.33%) Django
9 25 (4.76%) TensorFlow
10 19 (3.62%) FIX Protocol
11 18 (3.43%) .NET
12 15 (2.86%) HTML
12 15 (2.86%) pytest
13 12 (2.29%) React
13 12 (2.29%) RESTful
14 10 (1.90%) CSS
14 10 (1.90%) REST
15 9 (1.71%) .NET Core
16 8 (1.52%) OpenCV
Miscellaneous
1 87 (16.57%) Data Structures
2 53 (10.10%) Distributed Systems
3 37 (7.05%) Equities
4 30 (5.71%) FPGA
5 26 (4.95%) Management Information System
6 25 (4.76%) Greenfield Project
7 24 (4.57%) Product Ownership
8 23 (4.38%) Embedded Systems
8 23 (4.38%) Hedge funds
9 19 (3.62%) PCIe
9 19 (3.62%) VHDL
10 17 (3.24%) Derivative
11 15 (2.86%) Fixed Income
12 14 (2.67%) Video\Live Streaming
13 12 (2.29%) NVMe
13 12 (2.29%) Onboarding
14 9 (1.71%) Public Cloud
15 8 (1.52%) Cloud Native
15 8 (1.52%) Robotics
16 7 (1.33%) Driving Licence
Operating Systems
1 61 (11.62%) Linux
2 7 (1.33%) Windows
3 5 (0.95%) Robot Operating System
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%) Embedded Linux
4 4 (0.76%) Windows Server
5 3 (0.57%) Android
5 3 (0.57%) Apple iOS
6 2 (0.38%) Unix
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 215 (40.95%) Software Engineering
2 175 (33.33%) Machine Learning
3 169 (32.19%) AI
4 147 (28.00%) Computer Science
5 106 (20.19%) Analytics
6 103 (19.62%) Data Science
7 98 (18.67%) OOP
8 93 (17.71%) Visualisation
9 92 (17.52%) OO
10 81 (15.43%) Agile
11 77 (14.67%) Workflow
12 69 (13.14%) LLM
13 68 (12.95%) Problem-Solving
14 57 (10.86%) Continuous Improvement
15 56 (10.67%) Neural Network
15 56 (10.67%) Retrieval-Augmented Generation
16 55 (10.48%) Customer Service
16 55 (10.48%) Data Privacy
16 55 (10.48%) SDLC
17 54 (10.29%) Sentiment Analysis
Programming Languages
1 338 (64.38%) Python
2 141 (26.86%) C++
3 51 (9.71%) SQL
4 47 (8.95%) C
4 47 (8.95%) C#
5 20 (3.81%) Java
6 19 (3.62%) Rust
7 18 (3.43%) MATLAB
8 15 (2.86%) Go
9 14 (2.67%) Assembly Language
10 13 (2.48%) R
11 11 (2.10%) TypeScript
12 8 (1.52%) Embedded C
12 8 (1.52%) Embedded C++
13 7 (1.33%) 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
1 119 (22.67%) Degree
2 61 (11.62%) AWS Certification
3 54 (10.29%) AWS Certified Cloud Practitioner
4 44 (8.38%) 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%) ITIL Certification
Quality Assurance & Compliance
1 42 (8.00%) QA
2 21 (4.00%) Accessibility
3 18 (3.43%) ISO/IEC 15288
4 17 (3.24%) Data Quality
5 5 (0.95%) Actionable Recommendations
5 5 (0.95%) GDPR
6 4 (0.76%) ISO/IEC 12207
7 2 (0.38%) EMIR
7 2 (0.38%) IEC 61508
7 2 (0.38%) ISO 26262
8 1 (0.19%) AUTOSAR
System Software
1 31 (5.90%) Firmware
2 27 (5.14%) Docker
3 14 (2.67%) 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 10 (1.90%) Terraform
3 6 (1.14%) Kubeflow
4 5 (0.95%) SCCM
4 5 (0.95%) SCOM
4 5 (0.95%) Tivoli Identity Manager
Vendors
1 61 (11.62%) 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%) YouTube
13 1 (0.19%) MathWorks
13 1 (0.19%) Remedy
13 1 (0.19%) Salesforce