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 24 July 2026, comparing them to the same period in the previous two years.

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 308 209 128
Rank change year-on-year -99 -81 +81
Permanent jobs citing Algorithms 606 781 1,813
As % of all permanent jobs in the UK 0.60% 1.59% 1.99%
As % of the Miscellaneous category 2.33% 3.86% 5.90%
Number of salaries quoted 396 312 582
10th Percentile £33,750 £37,500 £39,000
25th Percentile £36,063 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £63,750
Median % change year-on-year -7.14% +9.80% -9.57%
75th Percentile £83,750 £98,855 £80,001
90th Percentile £100,000 £125,000 £98,722
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 25,983 20,255 30,747
As % of all permanent jobs advertised in the UK 25.85% 41.26% 33.69%
Number of salaries quoted 16,516 10,115 19,083
10th Percentile £31,000 £29,250 £29,440
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £58,000 £57,000 £55,000
Median % change year-on-year +1.75% +3.64% -14.73%
75th Percentile £80,000 £78,750 £77,500
90th Percentile £100,000 £107,500 £100,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 24 July 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 24 July 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 -81 554 £65,000 -7.14% 424
UK excluding London -93 375 £60,000 - 222
London -68 202 £95,000 -13.64% 236
Work from Home -101 143 £61,250 -9.26% 122
South East -42 124 £70,000 +12.90% 59
East of England -1 82 £65,000 +18.18% 52
North of England -16 71 £37,500 -48.98% 44
South West -89 46 £55,000 +10.83% 39
Midlands -28 32 £37,500 -37.50% 21
Yorkshire -13 29 £37,500 -42.31% 9
North West -17 25 £37,500 -56.01% 23
West Midlands -24 25 £37,500 -37.50% 7
North East -33 17 £52,000 -54.78% 14
Scotland -50 16 £38,500 -33.04% 11
East Midlands -30 6 £57,500 +112.96% 14
Wales -67 2 £39,500 -39.23%
Northern Ireland - 2 £39,500 - 5

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 (9.24%) Jupyter
2 20 (3.30%) ArcGIS
3 8 (1.32%) Apache Spark
3 8 (1.32%) CMS
4 7 (1.16%) Apache Airflow
5 6 (0.99%) SAS
6 2 (0.33%) Apache
6 2 (0.33%) Apache Pulsar
6 2 (0.33%) Confluence
7 1 (0.17%) Kinematics
7 1 (0.17%) SharePoint
Applications
1 56 (9.24%) Chatbot
2 11 (1.82%) Simulink
3 3 (0.50%) Blender
3 3 (0.50%) CATIA
3 3 (0.50%) Maya
3 3 (0.50%) Microsoft Excel
4 2 (0.33%) Microsoft Office
4 2 (0.33%) OrCAD
5 1 (0.17%) Microsoft PowerPoint
Business Applications
1 10 (1.65%) Towers Watson Igloo
Cloud Services
1 148 (24.42%) AWS
2 70 (11.55%) Azure
3 58 (9.57%) Cloud Computing
4 30 (4.95%) GCP
5 21 (3.47%) Google Analytics
6 17 (2.81%) GitHub
7 15 (2.48%) SaaS
8 11 (1.82%) Google Ads
9 8 (1.32%) Amazon EKS
10 7 (1.16%) Amazon ECS
10 7 (1.16%) Slack
11 5 (0.83%) Prefect
11 5 (0.83%) Virtual Private Cloud
12 4 (0.66%) AWS Lambda
12 4 (0.66%) Power Platform
12 4 (0.66%) Serverless
12 4 (0.66%) Vertex AI
13 3 (0.50%) Amazon SageMaker
13 3 (0.50%) Azure Data Factory
14 2 (0.33%) Azure DevOps
Communications & Networking
1 21 (3.47%) Broadband
2 15 (2.48%) Multicast
3 7 (1.16%) 3GPP
3 7 (1.16%) GSM
3 7 (1.16%) LTE
3 7 (1.16%) Radio Access Network
3 7 (1.16%) RANAP
3 7 (1.16%) SS7
3 7 (1.16%) UMTS
3 7 (1.16%) Wireshark
4 6 (0.99%) 5G
5 5 (0.83%) Software-Defined Radio
6 4 (0.66%) Ethernet
6 4 (0.66%) Internet
7 3 (0.50%) Wi-Fi
7 3 (0.50%) Wireless
8 2 (0.33%) Firewall
9 1 (0.17%) FIX Connectivity
9 1 (0.17%) MQTT
9 1 (0.17%) RS-422
Database & Business Intelligence
1 27 (4.46%) GIS
2 25 (4.13%) Metadata
3 21 (3.47%) PostgreSQL
3 21 (3.47%) QGIS
3 21 (3.47%) Spatial Data
4 16 (2.64%) BigQuery
5 15 (2.48%) Elasticsearch
6 13 (2.15%) Big Data
7 11 (1.82%) MongoDB
8 7 (1.16%) Amazon RDS
9 5 (0.83%) Amazon Athena
9 5 (0.83%) NoSQL
10 4 (0.66%) DynamoDB
10 4 (0.66%) MySQL
10 4 (0.66%) Redis
11 3 (0.50%) Relational Database
12 2 (0.33%) Amazon Redshift
12 2 (0.33%) Data Mining
12 2 (0.33%) Hadoop
12 2 (0.33%) SQL Server
Development Applications
1 76 (12.54%) Visual Studio Code
2 73 (12.05%) Git
3 19 (3.14%) JIRA
4 18 (2.97%) Rational DOORS
5 16 (2.64%) GitLab
6 9 (1.49%) Jenkins
7 7 (1.16%) GCC
7 7 (1.16%) GDB
8 3 (0.50%) MLflow
8 3 (0.50%) PetaLinux
8 3 (0.50%) Visual Studio
9 2 (0.33%) CMake
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.17%) Bitbucket
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 166 (27.39%) Finance
2 82 (13.53%) Social Skills
3 74 (12.21%) Retail
4 72 (11.88%) Analytical Skills
5 61 (10.07%) Manufacturing
6 44 (7.26%) Marketing
7 35 (5.78%) Inclusion and Diversity
8 29 (4.79%) Banking
9 24 (3.96%) Electronics
10 21 (3.47%) Advertising
11 19 (3.14%) Front Office
11 19 (3.14%) Games
12 17 (2.81%) Aerospace
12 17 (2.81%) Automotive
13 15 (2.48%) Legal
14 12 (1.98%) Law
15 11 (1.82%) Telecoms
16 7 (1.16%) Financial Institution
16 7 (1.16%) Presentation Skills
17 4 (0.66%) Private Banking
Job Titles
1 148 (24.42%) Software Engineer
2 133 (21.95%) Senior
3 109 (17.99%) Developer
4 52 (8.58%) Artificial Intelligence Programmer
4 52 (8.58%) Programmer
5 51 (8.42%) Trainee
5 51 (8.42%) Trainee Programmer
6 50 (8.25%) Python Developer
7 49 (8.09%) Senior Software Engineer
8 45 (7.43%) Lead
9 44 (7.26%) Senior Developer
10 40 (6.60%) C++ Software Engineer
11 36 (5.94%) Embedded Engineer
12 31 (5.12%) Data Scientist
13 28 (4.62%) Python Engineer
14 25 (4.13%) Consultant
15 22 (3.63%) Artificial Intelligence Consultant
15 22 (3.63%) Python Software Engineer
16 21 (3.47%) FPGA Engineer
17 20 (3.30%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 77 (12.71%) NumPy
1 77 (12.71%) Pandas
2 60 (9.90%) Hugging Face
2 60 (9.90%) Streamlit
3 58 (9.57%) scikit-learn
4 55 (9.08%) Matplotlib
5 52 (8.58%) PyTorch
6 38 (6.27%) Boost C++ Libraries
7 24 (3.96%) TensorFlow
8 22 (3.63%) HTML
8 22 (3.63%) React
9 18 (2.97%) CSS
9 18 (2.97%) Django
10 16 (2.64%) FIX Protocol
11 15 (2.48%) .NET
11 15 (2.48%) pytest
11 15 (2.48%) REST
12 9 (1.49%) Flask
12 9 (1.49%) Node.js
12 9 (1.49%) STL
Miscellaneous
1 87 (14.36%) Data Structures
2 49 (8.09%) Distributed Systems
3 38 (6.27%) Embedded Systems
4 37 (6.11%) Equities
5 29 (4.79%) FPGA
6 23 (3.80%) Management Information System
7 22 (3.63%) Hedge funds
8 21 (3.47%) Product Ownership
9 20 (3.30%) VHDL
10 18 (2.97%) PCIe
10 18 (2.97%) Robotics
11 16 (2.64%) Derivative
11 16 (2.64%) Fixed Income
11 16 (2.64%) Greenfield Project
12 15 (2.48%) Video\Live Streaming
13 11 (1.82%) Driving Licence
14 10 (1.65%) NVMe
14 10 (1.65%) Public Cloud
15 9 (1.49%) Renewable Energy
16 8 (1.32%) Over-the-Top Content
Operating Systems
1 69 (11.39%) Linux
2 11 (1.82%) Windows
3 8 (1.32%) Embedded Linux
4 6 (0.99%) Robot Operating System
5 5 (0.83%) Windows Server 2008
5 5 (0.83%) Windows Server 2012
5 5 (0.83%) Windows Server 2016
5 5 (0.83%) Windows Server 2019
6 4 (0.66%) Windows Server
7 3 (0.50%) Unix
8 1 (0.17%) Android
8 1 (0.17%) Apple iOS
8 1 (0.17%) FreeRTOS
Processes & Methodologies
1 244 (40.26%) Software Engineering
2 200 (33.00%) AI
3 181 (29.87%) Machine Learning
4 150 (24.75%) Computer Science
5 114 (18.81%) Data Science
6 102 (16.83%) OOP
7 97 (16.01%) Analytics
8 96 (15.84%) OO
9 94 (15.51%) Agile
10 87 (14.36%) Problem-Solving
11 85 (14.03%) Visualisation
12 78 (12.87%) Workflow
13 69 (11.39%) LLM
14 68 (11.22%) Continuous Improvement
14 68 (11.22%) Validation
15 63 (10.40%) CI/CD
16 61 (10.07%) Signal Processing
17 60 (9.90%) Data Analysis
18 58 (9.57%) Prompt Engineering
19 56 (9.24%) Retrieval-Augmented Generation
Programming Languages
1 365 (60.23%) Python
2 157 (25.91%) C++
3 58 (9.57%) C
4 49 (8.09%) C#
5 40 (6.60%) SQL
6 27 (4.46%) Java
7 25 (4.13%) Rust
8 24 (3.96%) TypeScript
9 21 (3.47%) MATLAB
10 17 (2.81%) JavaScript
11 14 (2.31%) Embedded C++
12 13 (2.15%) Embedded C
12 13 (2.15%) Go
13 12 (1.98%) Assembly Language
14 7 (1.16%) R
15 4 (0.66%) Julia
15 4 (0.66%) VBA
16 3 (0.50%) Bash
17 2 (0.33%) Fortran
17 2 (0.33%) Shell Script
Qualifications
1 136 (22.44%) Degree
2 63 (10.40%) AWS Certification
3 54 (8.91%) AWS Certified Cloud Practitioner
3 54 (8.91%) Security Cleared
4 47 (7.76%) Computer Science Degree
5 34 (5.61%) Master's Degree
6 27 (4.46%) SC Cleared
7 21 (3.47%) DV Cleared
7 21 (3.47%) PhD
8 14 (2.31%) BPSS Clearance
9 7 (1.16%) Numerate Degree
10 2 (0.33%) Microsoft Certification
11 1 (0.17%) DBS Check
11 1 (0.17%) HND
11 1 (0.17%) ITIL Certification
11 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.58%) QA
2 28 (4.62%) Accessibility
3 11 (1.82%) GDPR
4 10 (1.65%) ISO/IEC 15288
5 6 (0.99%) Automotive SPICE
5 6 (0.99%) Data Quality
5 6 (0.99%) ISO 26262
5 6 (0.99%) MISRA
5 6 (0.99%) MISRA C
6 4 (0.66%) ISO/IEC 12207
7 1 (0.17%) Actionable Recommendations
7 1 (0.17%) AUTOSAR
7 1 (0.17%) EMIR
7 1 (0.17%) ISO 9001
7 1 (0.17%) MiFID
System Software
1 46 (7.59%) Docker
2 42 (6.93%) Firmware
3 21 (3.47%) Embedded Firmware
4 5 (0.83%) Active Directory
4 5 (0.83%) Hyper-V
4 5 (0.83%) VMware ESXi
4 5 (0.83%) VMware Infrastructure
5 1 (0.17%) IAG
5 1 (0.17%) Slurm Workload Manager
Systems Management
1 27 (4.46%) Kubernetes
2 13 (2.15%) Terraform
3 7 (1.16%) Kubeflow
4 5 (0.83%) SCCM
4 5 (0.83%) SCOM
4 5 (0.83%) Tivoli Identity Manager
5 1 (0.17%) Ansible
5 1 (0.17%) Functional Safety
Vendors
1 67 (11.06%) Microsoft
2 54 (8.91%) Google
3 12 (1.98%) Altera
3 12 (1.98%) IBM
4 11 (1.82%) Xilinx
5 10 (1.65%) Databricks
6 9 (1.49%) Screaming Frog
7 6 (0.99%) Botify
8 5 (0.83%) Dell
8 5 (0.83%) HP
8 5 (0.83%) McAfee
8 5 (0.83%) OpenAI
8 5 (0.83%) TikTok
8 5 (0.83%) VMware
9 3 (0.50%) Ahrefs
9 3 (0.50%) Foundry
9 3 (0.50%) Rockwell
10 1 (0.17%) Instagram
10 1 (0.17%) NVIDIA
10 1 (0.17%) Thales