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 18 June 2026, comparing them to the same period in the previous two years.

6 months to
18 Jun 2026
Same period 2025 Same period 2024
Rank 303 195 124
Rank change year-on-year -108 -71 +81
Permanent jobs citing Algorithms 566 788 2,269
As % of all permanent jobs in the UK 0.60% 1.76% 2.09%
As % of the Miscellaneous category 2.38% 4.10% 6.21%
Number of salaries quoted 373 289 756
10th Percentile £33,750 £38,700 £38,750
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -14.38%
75th Percentile £90,000 £97,528 £82,500
90th Percentile £101,250 £123,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £60,000

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 23,750 19,210 36,532
As % of all permanent jobs advertised in the UK 25.36% 42.95% 33.59%
Number of salaries quoted 15,126 9,085 23,595
10th Percentile £30,250 £29,750 £28,250
25th Percentile £41,250 £40,000 £38,598
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,356 £50,000 £50,000
% change year-on-year +2.71% - -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 18 June 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 18 June 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 -90 518 £65,000 - 254
UK excluding London -115 331 £60,000 - 201
London -66 206 £95,000 -13.64% 89
Work from Home -91 130 £59,000 -1.67% 92
South East -44 113 £67,500 +8.87% 62
North of England -17 68 £37,500 -56.01% 30
East of England -16 59 £65,000 +18.18% 46
South West -96 42 £60,000 +20.00% 37
Midlands -18 33 £37,500 -37.50% 20
North West +3 31 £37,500 -56.88% 15
West Midlands -5 26 £37,500 -37.50% 12
Yorkshire -22 21 £37,500 -47.91% 5
North East -34 16 £52,000 -54.78% 11
Scotland -56 12 £39,500 -31.30% 2
East Midlands -30 6 £57,500 -4.17% 8
Wales -59 2 £39,500 -39.23% 2
Northern Ireland - 2 £39,500 - 9

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 56 (9.89%) Jupyter
2 20 (3.53%) ArcGIS
3 9 (1.59%) Apache Spark
3 9 (1.59%) CMS
4 8 (1.41%) Apache Airflow
5 6 (1.06%) SAS
6 2 (0.35%) Apache Pulsar
6 2 (0.35%) Confluence
7 1 (0.18%) Apache
7 1 (0.18%) Drupal
7 1 (0.18%) IIS
7 1 (0.18%) Kinematics
7 1 (0.18%) SharePoint
Applications
1 55 (9.72%) Chatbot
2 13 (2.30%) Simulink
3 3 (0.53%) Blender
3 3 (0.53%) CATIA
3 3 (0.53%) Maya
3 3 (0.53%) Microsoft Excel
4 2 (0.35%) Microsoft Office
4 2 (0.35%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.12%) Towers Watson Igloo
2 1 (0.18%) Distributed Ledger
2 1 (0.18%) Salesforce CRM
Cloud Services
1 146 (25.80%) AWS
2 77 (13.60%) Azure
3 61 (10.78%) Cloud Computing
4 35 (6.18%) GCP
5 19 (3.36%) GitHub
6 18 (3.18%) Google Analytics
7 15 (2.65%) SaaS
8 9 (1.59%) Slack
9 8 (1.41%) Power Platform
10 7 (1.24%) Amazon ECS
10 7 (1.24%) Amazon EKS
11 6 (1.06%) Azure Machine Learning
11 6 (1.06%) Google Ads
12 5 (0.88%) Prefect
12 5 (0.88%) Virtual Private Cloud
13 4 (0.71%) AWS Lambda
13 4 (0.71%) Serverless
14 3 (0.53%) Azure Data Factory
14 3 (0.53%) Vertex AI
15 2 (0.35%) Amazon SageMaker
Communications & Networking
1 23 (4.06%) Broadband
2 17 (3.00%) Multicast
3 6 (1.06%) 5G
3 6 (1.06%) Ethernet
3 6 (1.06%) Software-Defined Radio
4 4 (0.71%) Internet
5 3 (0.53%) Wi-Fi
6 2 (0.35%) Firewall
7 1 (0.18%) FIX Connectivity
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) Network Security
7 1 (0.18%) RS-422
7 1 (0.18%) TCP/IP
7 1 (0.18%) Wireless
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.77%) GIS
2 22 (3.89%) BigQuery
3 21 (3.71%) Elasticsearch
3 21 (3.71%) Metadata
3 21 (3.71%) QGIS
3 21 (3.71%) Spatial Data
4 20 (3.53%) PostgreSQL
5 14 (2.47%) Big Data
6 11 (1.94%) MongoDB
7 7 (1.24%) Amazon RDS
7 7 (1.24%) NoSQL
8 6 (1.06%) Power BI
9 5 (0.88%) Amazon Athena
9 5 (0.88%) Tableau
10 4 (0.71%) DynamoDB
10 4 (0.71%) Hadoop
10 4 (0.71%) MySQL
10 4 (0.71%) Redis
11 2 (0.35%) Data Mining
11 2 (0.35%) SQL Server
Development Applications
1 76 (13.43%) Visual Studio Code
2 70 (12.37%) Git
3 22 (3.89%) Rational DOORS
4 20 (3.53%) JIRA
5 17 (3.00%) GitLab
6 3 (0.53%) PetaLinux
7 2 (0.35%) TeamCity
8 1 (0.18%) Bitbucket
8 1 (0.18%) CMake
8 1 (0.18%) Jenkins
8 1 (0.18%) MLflow
8 1 (0.18%) Plastic SCM
8 1 (0.18%) Valgrind
General
1 151 (26.68%) Finance
2 80 (14.13%) Analytical Skills
2 80 (14.13%) Social Skills
3 72 (12.72%) Retail
4 62 (10.95%) Manufacturing
5 36 (6.36%) Marketing
6 28 (4.95%) Electronics
7 26 (4.59%) Inclusion and Diversity
8 22 (3.89%) Front Office
9 20 (3.53%) Automotive
9 20 (3.53%) Banking
10 17 (3.00%) Aerospace
11 16 (2.83%) Advertising
12 14 (2.47%) Games
13 7 (1.24%) Legal
14 6 (1.06%) Financial Institution
14 6 (1.06%) Presentation Skills
15 4 (0.71%) Documentation Skills
15 4 (0.71%) French Language
15 4 (0.71%) Telecoms
Job Titles
1 143 (25.27%) Software Engineer
2 126 (22.26%) Senior
3 106 (18.73%) Developer
4 54 (9.54%) Senior Software Engineer
5 52 (9.19%) Artificial Intelligence Programmer
5 52 (9.19%) Programmer
5 52 (9.19%) Python Developer
6 51 (9.01%) Trainee
6 51 (9.01%) Trainee Programmer
7 43 (7.60%) Senior Developer
8 40 (7.07%) C++ Software Engineer
9 32 (5.65%) Lead
10 29 (5.12%) Python Engineer
11 27 (4.77%) Embedded Engineer
12 25 (4.42%) FPGA Engineer
13 24 (4.24%) Consultant
13 24 (4.24%) Python Software Engineer
14 23 (4.06%) Data Scientist
14 23 (4.06%) Senior Python Developer
15 21 (3.71%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 80 (14.13%) NumPy
1 80 (14.13%) Pandas
2 61 (10.78%) scikit-learn
3 60 (10.60%) Streamlit
4 58 (10.25%) Matplotlib
5 56 (9.89%) Hugging Face
6 49 (8.66%) PyTorch
7 46 (8.13%) Boost C++ Libraries
8 25 (4.42%) TensorFlow
9 24 (4.24%) Django
10 19 (3.36%) FIX Protocol
10 19 (3.36%) HTML
11 17 (3.00%) .NET
11 17 (3.00%) pytest
11 17 (3.00%) React
12 15 (2.65%) CSS
13 13 (2.30%) REST
14 10 (1.77%) RESTful
15 9 (1.59%) Node.js
15 9 (1.59%) TFX
Miscellaneous
1 89 (15.72%) Data Structures
2 49 (8.66%) Distributed Systems
3 39 (6.89%) Equities
4 32 (5.65%) FPGA
5 31 (5.48%) Embedded Systems
6 26 (4.59%) Management Information System
7 24 (4.24%) Hedge funds
8 22 (3.89%) Greenfield Project
8 22 (3.89%) PCIe
8 22 (3.89%) Product Ownership
8 22 (3.89%) VHDL
9 18 (3.18%) Fixed Income
10 17 (3.00%) Derivative
10 17 (3.00%) Video\Live Streaming
11 15 (2.65%) Robotics
12 12 (2.12%) NVMe
13 10 (1.77%) Onboarding
13 10 (1.77%) Over-the-Top Content
13 10 (1.77%) Public Cloud
14 8 (1.41%) Driving Licence
Operating Systems
1 64 (11.31%) Linux
2 8 (1.41%) Windows
3 7 (1.24%) Robot Operating System
4 5 (0.88%) Embedded Linux
4 5 (0.88%) Windows Server 2008
4 5 (0.88%) Windows Server 2012
4 5 (0.88%) Windows Server 2016
4 5 (0.88%) Windows Server 2019
5 4 (0.71%) Windows Server
6 3 (0.53%) Android
6 3 (0.53%) Apple iOS
7 2 (0.35%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 230 (40.64%) Software Engineering
2 177 (31.27%) Machine Learning
3 176 (31.10%) AI
4 149 (26.33%) Computer Science
5 109 (19.26%) Data Science
6 102 (18.02%) OOP
7 100 (17.67%) Analytics
8 93 (16.43%) OO
9 92 (16.25%) Agile
9 92 (16.25%) Visualisation
10 77 (13.60%) Problem-Solving
10 77 (13.60%) Workflow
11 66 (11.66%) LLM
12 64 (11.31%) Continuous Improvement
13 61 (10.78%) Signal Processing
14 58 (10.25%) CI/CD
15 56 (9.89%) Retrieval-Augmented Generation
16 55 (9.72%) Conversational UI
16 55 (9.72%) Data Privacy
16 55 (9.72%) Decision-Making
Programming Languages
1 353 (62.37%) Python
2 155 (27.39%) C++
3 55 (9.72%) C
4 48 (8.48%) C#
5 45 (7.95%) SQL
6 24 (4.24%) MATLAB
7 22 (3.89%) Rust
8 20 (3.53%) TypeScript
9 19 (3.36%) Java
10 16 (2.83%) JavaScript
11 15 (2.65%) Go
12 14 (2.47%) Assembly Language
13 11 (1.94%) Embedded C
13 11 (1.94%) Embedded C++
14 10 (1.77%) R
15 4 (0.71%) Julia
16 3 (0.53%) VBA
17 2 (0.35%) Bash
18 1 (0.18%) Scala
18 1 (0.18%) Shell Script
Qualifications
1 122 (21.55%) Degree
2 63 (11.13%) AWS Certification
3 54 (9.54%) AWS Certified Cloud Practitioner
4 49 (8.66%) Security Cleared
5 44 (7.77%) Computer Science Degree
6 35 (6.18%) Master's Degree
7 24 (4.24%) SC Cleared
8 19 (3.36%) DV Cleared
8 19 (3.36%) PhD
9 14 (2.47%) BPSS Clearance
10 5 (0.88%) Numerate Degree
11 3 (0.53%) DBS Check
12 1 (0.18%) HND
12 1 (0.18%) ITIL Certification
12 1 (0.18%) MBA
12 1 (0.18%) Postgraduate
Quality Assurance & Compliance
1 46 (8.13%) QA
2 25 (4.42%) Accessibility
3 14 (2.47%) Data Quality
3 14 (2.47%) ISO/IEC 15288
4 7 (1.24%) GDPR
5 4 (0.71%) Automotive SPICE
5 4 (0.71%) ISO 26262
5 4 (0.71%) ISO/IEC 12207
5 4 (0.71%) MISRA
5 4 (0.71%) MISRA C
6 2 (0.35%) Actionable Recommendations
7 1 (0.18%) AUTOSAR
7 1 (0.18%) EMIR
7 1 (0.18%) MiFID
System Software
1 36 (6.36%) Docker
1 36 (6.36%) Firmware
2 14 (2.47%) Embedded Firmware
3 5 (0.88%) Active Directory
3 5 (0.88%) Hyper-V
3 5 (0.88%) VMware ESXi
3 5 (0.88%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 17 (3.00%) Kubernetes
2 12 (2.12%) Terraform
3 9 (1.59%) Kubeflow
4 5 (0.88%) SCCM
4 5 (0.88%) SCOM
4 5 (0.88%) Tivoli Identity Manager
5 1 (0.18%) Functional Safety
Vendors
1 64 (11.31%) Microsoft
2 55 (9.72%) Google
3 16 (2.83%) Altera
4 15 (2.65%) IBM
5 13 (2.30%) Xilinx
6 10 (1.77%) Databricks
7 9 (1.59%) Screaming Frog
8 6 (1.06%) Botify
9 5 (0.88%) Dell
9 5 (0.88%) HP
9 5 (0.88%) McAfee
9 5 (0.88%) TikTok
9 5 (0.88%) VMware
10 4 (0.71%) OpenAI
11 3 (0.53%) Ahrefs
11 3 (0.53%) Rockwell
12 2 (0.35%) Foundry
12 2 (0.35%) YouTube
13 1 (0.18%) Facebook
13 1 (0.18%) MathWorks