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

6 months to
20 May 2026
Same period 2025 Same period 2024
Rank 322 221 114
Rank change year-on-year -101 -107 +91
Permanent jobs citing Algorithms 541 698 2,314
As % of all permanent jobs in the UK 0.59% 1.58% 2.38%
As % of the Miscellaneous category 2.22% 3.72% 6.66%
Number of salaries quoted 344 339 752
10th Percentile £33,750 £41,950 £38,750
25th Percentile £37,449 £48,750 £50,000
Median annual salary (50th Percentile) £65,000 £62,500 £65,000
Median % change year-on-year +4.00% -3.85% -13.33%
75th Percentile £90,000 £93,764 £82,500
90th Percentile £111,250 £122,500 £100,000
UK excluding London median annual salary £57,500 £60,000 £60,000
% change year-on-year -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 24,421 18,779 34,744
As % of all permanent jobs advertised in the UK 26.47% 42.58% 35.73%
Number of salaries quoted 13,812 9,156 23,028
10th Percentile £30,000 £31,000 £28,000
25th Percentile £41,000 £41,250 £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 £110,750 £97,500
UK excluding London median annual salary £50,000 £52,000 £50,000
% change year-on-year -3.85% +4.00% -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 20 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 20 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 -85 488 £67,500 +3.85% 353
UK excluding London -102 302 £57,500 -4.17% 269
London -28 209 £95,000 -11.63% 122
Work from Home -108 117 £60,000 - 187
South East -52 106 £60,000 -3.23% 78
North of England -33 62 £37,500 -51.46% 39
South West -85 43 £60,000 -11.11% 42
East of England -33 40 £43,750 -19.72% 69
Midlands -40 30 £55,000 -8.33% 25
North West -8 29 £37,500 -57.70% 20
West Midlands -32 20 £46,500 -22.50% 10
Yorkshire -39 20 £37,500 -37.50% 12
Scotland -12 14 £39,500 -31.30% 16
North East -32 13 £37,500 -63.86% 7
East Midlands -40 9 £75,000 +25.00% 15
Wales -39 5 £57,500 -7.26% 3
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 (10.17%) Jupyter
2 20 (3.70%) ArcGIS
3 11 (2.03%) Apache Spark
4 10 (1.85%) CMS
5 9 (1.66%) Apache Airflow
6 6 (1.11%) SAS
7 5 (0.92%) IIS
8 2 (0.37%) Confluence
9 1 (0.18%) Apache
9 1 (0.18%) Apache Pulsar
9 1 (0.18%) Drupal
9 1 (0.18%) Kinematics
9 1 (0.18%) SharePoint
9 1 (0.18%) WordPress
Applications
1 54 (9.98%) Chatbot
2 11 (2.03%) Simulink
3 3 (0.55%) CATIA
3 3 (0.55%) Microsoft Office
4 2 (0.37%) Microsoft Excel
4 2 (0.37%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.22%) Towers Watson Igloo
2 4 (0.74%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 148 (27.36%) AWS
2 76 (14.05%) Azure
3 59 (10.91%) Cloud Computing
4 36 (6.65%) GCP
5 16 (2.96%) Google Analytics
6 15 (2.77%) GitHub
6 15 (2.77%) SaaS
7 11 (2.03%) Power Platform
8 10 (1.85%) Azure Machine Learning
9 7 (1.29%) Amazon EKS
9 7 (1.29%) Slack
10 6 (1.11%) Snowflake
11 5 (0.92%) Prefect
12 4 (0.74%) Amazon ECS
12 4 (0.74%) Google Ads
12 4 (0.74%) Virtual Private Cloud
13 2 (0.37%) Amazon SageMaker
13 2 (0.37%) AWS Lambda
13 2 (0.37%) Azure DevOps
13 2 (0.37%) Serverless
Communications & Networking
1 22 (4.07%) Broadband
2 16 (2.96%) Multicast
3 6 (1.11%) 5G
3 6 (1.11%) Ethernet
3 6 (1.11%) Software-Defined Radio
4 4 (0.74%) Internet
4 4 (0.74%) Network Security
5 3 (0.55%) Wi-Fi
6 2 (0.37%) TCP/IP
7 1 (0.18%) Firewall
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) RS-422
7 1 (0.18%) X.509
Database & Business Intelligence
1 26 (4.81%) BigQuery
1 26 (4.81%) GIS
2 25 (4.62%) Elasticsearch
3 21 (3.88%) QGIS
3 21 (3.88%) Spatial Data
4 20 (3.70%) Metadata
5 16 (2.96%) Big Data
6 15 (2.77%) PostgreSQL
7 11 (2.03%) Hadoop
8 10 (1.85%) NoSQL
9 9 (1.66%) MongoDB
9 9 (1.66%) Power BI
9 9 (1.66%) Tableau
10 6 (1.11%) Data Mining
11 5 (0.92%) Amazon Athena
12 4 (0.74%) Amazon RDS
13 3 (0.55%) SQL Server
14 2 (0.37%) DynamoDB
14 2 (0.37%) Relational Database
15 1 (0.18%) Amazon Redshift
Development Applications
1 74 (13.68%) Visual Studio Code
2 59 (10.91%) Git
3 25 (4.62%) Rational DOORS
4 18 (3.33%) JIRA
5 16 (2.96%) GitLab
6 3 (0.55%) PetaLinux
7 2 (0.37%) MLflow
8 1 (0.18%) Bitbucket
8 1 (0.18%) Jenkins
General
1 153 (28.28%) Finance
2 78 (14.42%) Analytical Skills
3 73 (13.49%) Social Skills
4 71 (13.12%) Retail
5 61 (11.28%) Manufacturing
6 40 (7.39%) Marketing
7 26 (4.81%) Electronics
8 25 (4.62%) Front Office
9 23 (4.25%) Inclusion and Diversity
10 21 (3.88%) Games
11 19 (3.51%) Banking
12 14 (2.59%) Aerospace
13 13 (2.40%) Automotive
14 11 (2.03%) Advertising
15 8 (1.48%) Financial Institution
16 7 (1.29%) Legal
17 6 (1.11%) Law
18 5 (0.92%) Pharmaceutical
19 4 (0.74%) Aviation
19 4 (0.74%) Presentation Skills
Job Titles
1 136 (25.14%) Software Engineer
2 117 (21.63%) Senior
3 94 (17.38%) Developer
4 52 (9.61%) Artificial Intelligence Programmer
4 52 (9.61%) Programmer
5 51 (9.43%) Trainee
5 51 (9.43%) Trainee Programmer
6 50 (9.24%) Python Developer
7 49 (9.06%) Senior Software Engineer
8 42 (7.76%) Senior Developer
9 39 (7.21%) C++ Software Engineer
10 27 (4.99%) Python Engineer
11 24 (4.44%) Consultant
11 24 (4.44%) Embedded Engineer
12 23 (4.25%) FPGA Engineer
12 23 (4.25%) Lead
13 22 (4.07%) Python Software Engineer
13 22 (4.07%) Quantitative Developer
13 22 (4.07%) Senior Python Developer
14 21 (3.88%) Systems Engineer
Libraries, Frameworks & Software Standards
1 81 (14.97%) Pandas
2 80 (14.79%) NumPy
3 60 (11.09%) scikit-learn
3 60 (11.09%) Streamlit
4 58 (10.72%) Matplotlib
5 55 (10.17%) Hugging Face
6 47 (8.69%) PyTorch
7 46 (8.50%) Boost C++ Libraries
8 26 (4.81%) Django
8 26 (4.81%) TensorFlow
9 20 (3.70%) FIX Protocol
10 16 (2.96%) .NET
10 16 (2.96%) HTML
10 16 (2.96%) pytest
11 12 (2.22%) React
11 12 (2.22%) RESTful
12 11 (2.03%) CSS
13 10 (1.85%) REST
14 9 (1.66%) .NET Core
15 8 (1.48%) OpenCV
Miscellaneous
1 87 (16.08%) Data Structures
2 51 (9.43%) Distributed Systems
3 38 (7.02%) Equities
4 32 (5.91%) FPGA
5 26 (4.81%) Management Information System
6 25 (4.62%) Embedded Systems
6 25 (4.62%) Greenfield Project
7 24 (4.44%) Product Ownership
8 23 (4.25%) Hedge funds
9 20 (3.70%) PCIe
9 20 (3.70%) VHDL
10 18 (3.33%) Derivative
11 16 (2.96%) Fixed Income
12 15 (2.77%) Video\Live Streaming
13 12 (2.22%) NVMe
13 12 (2.22%) Onboarding
14 11 (2.03%) Robotics
15 10 (1.85%) Public Cloud
16 8 (1.48%) Cloud Native
16 8 (1.48%) Over-the-Top Content
Operating Systems
1 63 (11.65%) Linux
2 7 (1.29%) Windows
3 6 (1.11%) Robot Operating System
4 5 (0.92%) Embedded Linux
4 5 (0.92%) Windows Server 2008
4 5 (0.92%) Windows Server 2012
4 5 (0.92%) Windows Server 2016
4 5 (0.92%) Windows Server 2019
5 4 (0.74%) Windows Server
6 3 (0.55%) Android
6 3 (0.55%) Apple iOS
7 2 (0.37%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 224 (41.40%) Software Engineering
2 180 (33.27%) Machine Learning
3 173 (31.98%) AI
4 150 (27.73%) Computer Science
5 108 (19.96%) Analytics
6 106 (19.59%) Data Science
7 99 (18.30%) OOP
8 94 (17.38%) Visualisation
9 92 (17.01%) OO
10 85 (15.71%) Agile
11 78 (14.42%) Workflow
12 70 (12.94%) Problem-Solving
13 69 (12.75%) LLM
14 59 (10.91%) Continuous Improvement
15 57 (10.54%) SDLC
16 56 (10.35%) Neural Network
16 56 (10.35%) Retrieval-Augmented Generation
17 55 (10.17%) Customer Service
17 55 (10.17%) Data Privacy
17 55 (10.17%) Signal Processing
Programming Languages
1 349 (64.51%) Python
2 145 (26.80%) C++
3 52 (9.61%) SQL
4 50 (9.24%) C
5 46 (8.50%) C#
6 21 (3.88%) MATLAB
7 20 (3.70%) Rust
8 19 (3.51%) Java
9 14 (2.59%) Assembly Language
9 14 (2.59%) Go
10 13 (2.40%) R
11 11 (2.03%) TypeScript
12 9 (1.66%) Embedded C
12 9 (1.66%) Embedded C++
13 8 (1.48%) JavaScript
14 5 (0.92%) Scala
15 3 (0.55%) Julia
15 3 (0.55%) T-SQL
15 3 (0.55%) VBA
16 2 (0.37%) VC++
Qualifications
1 121 (22.37%) Degree
2 62 (11.46%) AWS Certification
3 54 (9.98%) AWS Certified Cloud Practitioner
4 44 (8.13%) Security Cleared
5 43 (7.95%) Computer Science Degree
6 40 (7.39%) Master's Degree
7 27 (4.99%) PhD
8 22 (4.07%) SC Cleared
9 18 (3.33%) DV Cleared
10 17 (3.14%) BPSS Clearance
11 5 (0.92%) MBA
12 4 (0.74%) Postgraduate
13 3 (0.55%) DBS Check
14 1 (0.18%) ITIL Certification
14 1 (0.18%) Numerate Degree
Quality Assurance & Compliance
1 43 (7.95%) QA
2 21 (3.88%) Accessibility
3 17 (3.14%) Data Quality
3 17 (3.14%) ISO/IEC 15288
4 6 (1.11%) Actionable Recommendations
5 5 (0.92%) GDPR
6 4 (0.74%) ISO/IEC 12207
7 2 (0.37%) EMIR
7 2 (0.37%) IEC 61508
7 2 (0.37%) ISO 26262
8 1 (0.18%) AUTOSAR
System Software
1 33 (6.10%) Firmware
2 29 (5.36%) Docker
3 14 (2.59%) Embedded Firmware
4 5 (0.92%) Active Directory
4 5 (0.92%) Hyper-V
4 5 (0.92%) VMware ESXi
4 5 (0.92%) VMware Infrastructure
5 1 (0.18%) IAG
Systems Management
1 16 (2.96%) Kubernetes
2 11 (2.03%) Terraform
3 7 (1.29%) Kubeflow
4 5 (0.92%) SCCM
4 5 (0.92%) SCOM
4 5 (0.92%) Tivoli Identity Manager
Vendors
1 61 (11.28%) Microsoft
2 55 (10.17%) Google
3 18 (3.33%) IBM
4 16 (2.96%) Altera
5 14 (2.59%) Databricks
6 13 (2.40%) Xilinx
7 10 (1.85%) Screaming Frog
8 6 (1.11%) Botify
9 5 (0.92%) BT
9 5 (0.92%) Dell
9 5 (0.92%) HP
9 5 (0.92%) McAfee
9 5 (0.92%) VMware
10 4 (0.74%) Ahrefs
11 3 (0.55%) Rockwell
12 2 (0.37%) Oracle
12 2 (0.37%) YouTube
13 1 (0.18%) MathWorks
13 1 (0.18%) Remedy
13 1 (0.18%) Salesforce