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

6 months to
23 May 2026
Same period 2025 Same period 2024
Rank 315 206 114
Rank change year-on-year -109 -92 +96
Permanent jobs citing Algorithms 546 698 2,312
As % of all permanent jobs in the UK 0.59% 1.64% 2.37%
As % of the Miscellaneous category 2.22% 3.81% 6.66%
Number of salaries quoted 348 309 751
10th Percentile £33,750 £41,000 £38,750
25th Percentile £36,962 £48,750 £50,000
Median annual salary (50th Percentile) £65,000 £62,500 £63,195
Median % change year-on-year +4.00% -1.10% -15.74%
75th Percentile £90,000 £93,778 £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% - -1.40%

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 24,644 18,297 34,692
As % of all permanent jobs advertised in the UK 26.57% 42.92% 35.62%
Number of salaries quoted 14,029 8,572 22,970
10th Percentile £30,000 £30,683 £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 £111,250 £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 23 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 23 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 -99 496 £66,000 +1.54% 249
UK excluding London -104 300 £57,500 -4.17% 187
London -36 216 £95,000 -13.64% 85
Work from Home -108 121 £57,500 -4.17% 103
South East -54 107 £60,000 -3.23% 56
North of England -41 63 £37,500 -54.61% 29
South West -76 43 £60,000 +20.00% 32
East of England -22 42 £43,750 -18.98% 41
North West -13 29 £37,500 -57.70% 16
Midlands -40 27 £43,000 -28.33% 22
Yorkshire -33 20 £37,500 -42.31% 6
West Midlands -34 20 £43,000 -28.33% 8
Scotland -26 14 £39,500 -31.30% 9
North East -30 14 £44,750 -61.09% 7
East Midlands -42 6 £53,750 -10.42% 14
Wales -49 2 £39,500 -36.29% 1
Northern Ireland - 2 £39,500 - 2

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 (10.07%) Jupyter
2 20 (3.66%) ArcGIS
3 11 (2.01%) Apache Spark
4 10 (1.83%) CMS
5 9 (1.65%) Apache Airflow
6 6 (1.10%) 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 55 (10.07%) Chatbot
2 11 (2.01%) 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%) Blender
5 1 (0.18%) Maya
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.20%) Towers Watson Igloo
2 4 (0.73%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 149 (27.29%) AWS
2 78 (14.29%) Azure
3 60 (10.99%) Cloud Computing
4 36 (6.59%) GCP
5 16 (2.93%) Google Analytics
6 15 (2.75%) GitHub
6 15 (2.75%) SaaS
7 11 (2.01%) Power Platform
8 10 (1.83%) Azure Machine Learning
9 7 (1.28%) Amazon EKS
9 7 (1.28%) Slack
10 6 (1.10%) Snowflake
11 5 (0.92%) Amazon ECS
11 5 (0.92%) Prefect
11 5 (0.92%) Virtual Private Cloud
12 4 (0.73%) Google Ads
13 3 (0.55%) Azure DevOps
14 2 (0.37%) AWS Lambda
14 2 (0.37%) Azure Data Factory
14 2 (0.37%) Serverless
Communications & Networking
1 22 (4.03%) Broadband
2 17 (3.11%) Multicast
3 6 (1.10%) 5G
3 6 (1.10%) Ethernet
3 6 (1.10%) Software-Defined Radio
4 4 (0.73%) Internet
4 4 (0.73%) Network Security
5 3 (0.55%) Wi-Fi
6 2 (0.37%) Firewall
6 2 (0.37%) TCP/IP
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 27 (4.95%) GIS
2 26 (4.76%) BigQuery
3 25 (4.58%) Elasticsearch
4 21 (3.85%) QGIS
4 21 (3.85%) Spatial Data
5 20 (3.66%) Metadata
6 16 (2.93%) Big Data
6 16 (2.93%) PostgreSQL
7 11 (2.01%) Hadoop
8 10 (1.83%) NoSQL
9 9 (1.65%) MongoDB
9 9 (1.65%) Power BI
9 9 (1.65%) Tableau
10 6 (1.10%) Data Mining
11 5 (0.92%) Amazon Athena
11 5 (0.92%) Amazon RDS
12 2 (0.37%) DynamoDB
12 2 (0.37%) Relational Database
13 1 (0.18%) Amazon Redshift
13 1 (0.18%) Presto
Development Applications
1 74 (13.55%) Visual Studio Code
2 60 (10.99%) Git
3 25 (4.58%) Rational DOORS
4 19 (3.48%) JIRA
5 16 (2.93%) GitLab
6 3 (0.55%) PetaLinux
7 2 (0.37%) MLflow
8 1 (0.18%) Bitbucket
8 1 (0.18%) Jenkins
General
1 155 (28.39%) Finance
2 79 (14.47%) Analytical Skills
3 76 (13.92%) Social Skills
4 71 (13.00%) Retail
5 61 (11.17%) Manufacturing
6 40 (7.33%) Marketing
7 27 (4.95%) Electronics
8 25 (4.58%) Front Office
8 25 (4.58%) Inclusion and Diversity
9 20 (3.66%) Banking
10 18 (3.30%) Games
11 14 (2.56%) Aerospace
12 13 (2.38%) Automotive
13 11 (2.01%) Advertising
14 8 (1.47%) Financial Institution
15 7 (1.28%) Legal
16 6 (1.10%) Law
17 5 (0.92%) Pharmaceutical
18 4 (0.73%) French Language
18 4 (0.73%) Presentation Skills
Job Titles
1 139 (25.46%) Software Engineer
2 121 (22.16%) Senior
3 93 (17.03%) Developer
4 52 (9.52%) Artificial Intelligence Programmer
4 52 (9.52%) Programmer
4 52 (9.52%) Senior Software Engineer
5 51 (9.34%) Python Developer
5 51 (9.34%) Trainee
5 51 (9.34%) Trainee Programmer
6 40 (7.33%) C++ Software Engineer
6 40 (7.33%) Senior Developer
7 28 (5.13%) Python Engineer
8 24 (4.40%) Consultant
9 23 (4.21%) Embedded Engineer
9 23 (4.21%) FPGA Engineer
9 23 (4.21%) Lead
9 23 (4.21%) Python Software Engineer
9 23 (4.21%) Senior Python Developer
10 22 (4.03%) Principal Engineer
10 22 (4.03%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (14.84%) Pandas
2 80 (14.65%) NumPy
3 60 (10.99%) scikit-learn
3 60 (10.99%) Streamlit
4 58 (10.62%) Matplotlib
5 55 (10.07%) Hugging Face
6 47 (8.61%) Boost C++ Libraries
6 47 (8.61%) PyTorch
7 27 (4.95%) Django
8 26 (4.76%) TensorFlow
9 21 (3.85%) FIX Protocol
10 17 (3.11%) HTML
10 17 (3.11%) pytest
11 14 (2.56%) .NET
12 12 (2.20%) CSS
12 12 (2.20%) React
12 12 (2.20%) RESTful
13 10 (1.83%) REST
14 8 (1.47%) Flask
14 8 (1.47%) OpenCV
Miscellaneous
1 87 (15.93%) Data Structures
2 51 (9.34%) Distributed Systems
3 39 (7.14%) Equities
4 30 (5.49%) FPGA
5 26 (4.76%) Embedded Systems
5 26 (4.76%) Management Information System
6 25 (4.58%) Greenfield Project
7 24 (4.40%) Product Ownership
8 23 (4.21%) Hedge funds
9 20 (3.66%) PCIe
9 20 (3.66%) VHDL
10 19 (3.48%) Derivative
11 17 (3.11%) Fixed Income
12 15 (2.75%) Video\Live Streaming
13 12 (2.20%) NVMe
13 12 (2.20%) Robotics
14 10 (1.83%) Onboarding
14 10 (1.83%) Public Cloud
15 8 (1.47%) Cloud Native
15 8 (1.47%) Over-the-Top Content
Operating Systems
1 64 (11.72%) Linux
2 7 (1.28%) Robot Operating System
2 7 (1.28%) Windows
3 5 (0.92%) Embedded Linux
3 5 (0.92%) Windows Server 2008
3 5 (0.92%) Windows Server 2012
3 5 (0.92%) Windows Server 2016
3 5 (0.92%) Windows Server 2019
4 4 (0.73%) Windows Server
5 3 (0.55%) Android
5 3 (0.55%) Apple iOS
6 2 (0.37%) Unix
7 1 (0.18%) FreeRTOS
Processes & Methodologies
1 226 (41.39%) Software Engineering
2 184 (33.70%) Machine Learning
3 176 (32.23%) AI
4 154 (28.21%) Computer Science
5 110 (20.15%) Data Science
6 109 (19.96%) Analytics
7 100 (18.32%) OOP
8 96 (17.58%) Visualisation
9 90 (16.48%) OO
10 87 (15.93%) Agile
11 79 (14.47%) Workflow
12 71 (13.00%) Problem-Solving
13 70 (12.82%) LLM
14 61 (11.17%) Continuous Improvement
15 59 (10.81%) SDLC
16 57 (10.44%) Signal Processing
17 56 (10.26%) Neural Network
17 56 (10.26%) Retrieval-Augmented Generation
18 55 (10.07%) Conversational UI
18 55 (10.07%) Customer Service
Programming Languages
1 355 (65.02%) Python
2 147 (26.92%) C++
3 49 (8.97%) SQL
4 48 (8.79%) C
5 44 (8.06%) C#
6 21 (3.85%) MATLAB
7 20 (3.66%) Rust
8 19 (3.48%) Java
9 14 (2.56%) Assembly Language
9 14 (2.56%) Go
10 13 (2.38%) R
11 12 (2.20%) TypeScript
12 10 (1.83%) JavaScript
13 9 (1.65%) Embedded C
13 9 (1.65%) Embedded C++
14 5 (0.92%) Scala
15 3 (0.55%) Julia
15 3 (0.55%) VBA
16 2 (0.37%) Bash
16 2 (0.37%) VC++
Qualifications
1 127 (23.26%) Degree
2 63 (11.54%) AWS Certification
3 54 (9.89%) AWS Certified Cloud Practitioner
4 44 (8.06%) Computer Science Degree
4 44 (8.06%) Security Cleared
5 42 (7.69%) Master's Degree
6 29 (5.31%) PhD
7 22 (4.03%) SC Cleared
8 18 (3.30%) DV Cleared
9 17 (3.11%) BPSS Clearance
10 5 (0.92%) MBA
11 4 (0.73%) Postgraduate
12 3 (0.55%) DBS Check
13 1 (0.18%) HND
13 1 (0.18%) ITIL Certification
13 1 (0.18%) Numerate Degree
Quality Assurance & Compliance
1 44 (8.06%) QA
2 22 (4.03%) Accessibility
3 17 (3.11%) Data Quality
3 17 (3.11%) ISO/IEC 15288
4 6 (1.10%) Actionable Recommendations
5 5 (0.92%) GDPR
6 4 (0.73%) ISO/IEC 12207
7 2 (0.37%) EMIR
8 1 (0.18%) AUTOSAR
System Software
1 31 (5.68%) Docker
1 31 (5.68%) Firmware
2 12 (2.20%) Embedded Firmware
3 5 (0.92%) Active Directory
3 5 (0.92%) Hyper-V
3 5 (0.92%) VMware ESXi
3 5 (0.92%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 17 (3.11%) Kubernetes
2 11 (2.01%) Terraform
3 7 (1.28%) Kubeflow
4 5 (0.92%) SCCM
4 5 (0.92%) SCOM
4 5 (0.92%) Tivoli Identity Manager
Vendors
1 62 (11.36%) Microsoft
2 55 (10.07%) Google
3 18 (3.30%) IBM
4 16 (2.93%) Altera
5 14 (2.56%) Databricks
6 13 (2.38%) Xilinx
7 10 (1.83%) Screaming Frog
8 6 (1.10%) 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 (0.73%) Ahrefs
11 3 (0.55%) Rockwell
12 2 (0.37%) Oracle
12 2 (0.37%) TikTok
12 2 (0.37%) YouTube
13 1 (0.18%) Remedy
13 1 (0.18%) Salesforce