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

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 311 206 131
Rank change year-on-year -105 -75 +70
Permanent jobs citing Algorithms 612 779 1,789
As % of all permanent jobs in the UK 0.61% 1.59% 1.99%
As % of the Miscellaneous category 2.34% 3.84% 5.90%
Number of salaries quoted 399 309 564
10th Percentile £33,750 £37,500 £39,000
25th Percentile £36,850 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -7.14%
75th Percentile £83,750 £100,000 £81,563
90th Percentile £100,000 £125,000 £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 26,100 20,267 30,302
As % of all permanent jobs advertised in the UK 25.90% 41.25% 33.71%
Number of salaries quoted 16,569 10,129 18,671
10th Percentile £31,000 £29,000 £29,750
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £58,589 £57,000 £55,000
Median % change year-on-year +2.79% +3.64% -14.06%
75th Percentile £80,000 £78,750 £77,500
90th Percentile £100,000 £106,250 £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 25 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 25 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 -66 559 £65,000 -7.14% 392
UK excluding London -97 376 £60,000 - 209
London -74 206 £93,750 -14.77% 211
Work from Home -101 144 £60,000 -14.29% 118
South East -60 125 £70,000 +12.90% 58
East of England +2 82 £65,000 +18.18% 50
North of England -7 71 £37,500 -48.98% 43
South West -92 46 £55,000 +10.83% 35
Midlands -32 32 £37,500 -37.50% 20
Yorkshire -19 29 £37,500 -42.31% 9
West Midlands -15 25 £37,500 -37.50% 6
North West -19 25 £37,500 -56.01% 22
North East -35 17 £52,000 -54.78% 14
Scotland -48 16 £38,500 -33.04% 7
East Midlands -35 6 £57,500 +112.96% 14
Wales -66 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 (9.15%) Jupyter
2 20 (3.27%) ArcGIS
3 9 (1.47%) CMS
4 8 (1.31%) Apache Spark
5 7 (1.14%) Apache Airflow
6 6 (0.98%) SAS
7 2 (0.33%) Apache
7 2 (0.33%) Apache Pulsar
7 2 (0.33%) Confluence
8 1 (0.16%) Kinematics
8 1 (0.16%) SharePoint
Applications
1 56 (9.15%) Chatbot
2 11 (1.80%) Simulink
3 3 (0.49%) Blender
3 3 (0.49%) CATIA
3 3 (0.49%) Maya
3 3 (0.49%) Microsoft Excel
4 2 (0.33%) Microsoft Office
4 2 (0.33%) OrCAD
5 1 (0.16%) Microsoft PowerPoint
Business Applications
1 10 (1.63%) Towers Watson Igloo
Cloud Services
1 150 (24.51%) AWS
2 72 (11.76%) Azure
3 58 (9.48%) Cloud Computing
4 31 (5.07%) GCP
5 21 (3.43%) Google Analytics
6 17 (2.78%) GitHub
7 15 (2.45%) SaaS
8 11 (1.80%) Google Ads
9 8 (1.31%) Amazon EKS
10 7 (1.14%) Amazon ECS
10 7 (1.14%) Slack
11 5 (0.82%) Power Platform
11 5 (0.82%) Prefect
11 5 (0.82%) Virtual Private Cloud
12 4 (0.65%) Amazon SageMaker
12 4 (0.65%) AWS Lambda
12 4 (0.65%) Serverless
12 4 (0.65%) Vertex AI
13 3 (0.49%) Azure Data Factory
14 2 (0.33%) Azure DevOps
Communications & Networking
1 21 (3.43%) Broadband
2 15 (2.45%) Multicast
3 7 (1.14%) 3GPP
3 7 (1.14%) GSM
3 7 (1.14%) LTE
3 7 (1.14%) Radio Access Network
3 7 (1.14%) RANAP
3 7 (1.14%) SS7
3 7 (1.14%) UMTS
3 7 (1.14%) Wireshark
4 6 (0.98%) 5G
5 5 (0.82%) Software-Defined Radio
6 4 (0.65%) Ethernet
6 4 (0.65%) Internet
7 3 (0.49%) Wi-Fi
7 3 (0.49%) Wireless
8 2 (0.33%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) MQTT
9 1 (0.16%) RS-422
Database & Business Intelligence
1 27 (4.41%) GIS
2 25 (4.08%) Metadata
3 21 (3.43%) PostgreSQL
3 21 (3.43%) QGIS
3 21 (3.43%) Spatial Data
4 16 (2.61%) BigQuery
5 15 (2.45%) Elasticsearch
6 13 (2.12%) Big Data
7 11 (1.80%) MongoDB
8 7 (1.14%) Amazon RDS
9 5 (0.82%) Amazon Athena
9 5 (0.82%) NoSQL
10 4 (0.65%) DynamoDB
10 4 (0.65%) MySQL
10 4 (0.65%) Redis
11 3 (0.49%) Power BI
11 3 (0.49%) Relational Database
12 2 (0.33%) Amazon Redshift
12 2 (0.33%) Data Lake
12 2 (0.33%) Pinecone
Development Applications
1 76 (12.42%) Visual Studio Code
2 73 (11.93%) Git
3 19 (3.10%) JIRA
4 18 (2.94%) Rational DOORS
5 16 (2.61%) GitLab
6 10 (1.63%) Jenkins
7 7 (1.14%) GCC
7 7 (1.14%) GDB
8 3 (0.49%) CMake
8 3 (0.49%) MLflow
8 3 (0.49%) PetaLinux
8 3 (0.49%) Visual Studio
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 169 (27.61%) Finance
2 83 (13.56%) Social Skills
3 76 (12.42%) Retail
4 75 (12.25%) Analytical Skills
5 61 (9.97%) Manufacturing
6 45 (7.35%) Marketing
7 37 (6.05%) Inclusion and Diversity
8 31 (5.07%) Banking
9 25 (4.08%) Electronics
10 21 (3.43%) Advertising
11 20 (3.27%) Front Office
12 19 (3.10%) Games
13 17 (2.78%) Aerospace
13 17 (2.78%) Automotive
14 15 (2.45%) Legal
15 14 (2.29%) Law
16 11 (1.80%) Telecoms
17 8 (1.31%) Financial Institution
18 7 (1.14%) Presentation Skills
19 5 (0.82%) Investment Banking
Job Titles
1 150 (24.51%) Software Engineer
2 133 (21.73%) Senior
3 110 (17.97%) Developer
4 52 (8.50%) Artificial Intelligence Programmer
4 52 (8.50%) Programmer
5 51 (8.33%) Trainee
5 51 (8.33%) Trainee Programmer
6 50 (8.17%) Python Developer
7 49 (8.01%) Senior Software Engineer
8 47 (7.68%) Lead
9 44 (7.19%) Senior Developer
10 41 (6.70%) C++ Software Engineer
11 37 (6.05%) Embedded Engineer
12 31 (5.07%) Data Scientist
13 28 (4.58%) Python Engineer
14 25 (4.08%) Consultant
15 22 (3.59%) Artificial Intelligence Consultant
15 22 (3.59%) Python Software Engineer
16 21 (3.43%) FPGA Engineer
17 20 (3.27%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 77 (12.58%) NumPy
1 77 (12.58%) Pandas
2 60 (9.80%) Hugging Face
2 60 (9.80%) Streamlit
3 59 (9.64%) scikit-learn
4 55 (8.99%) Matplotlib
5 53 (8.66%) PyTorch
6 38 (6.21%) Boost C++ Libraries
7 25 (4.08%) TensorFlow
8 22 (3.59%) HTML
8 22 (3.59%) React
9 18 (2.94%) CSS
9 18 (2.94%) Django
10 17 (2.78%) FIX Protocol
11 15 (2.45%) .NET
11 15 (2.45%) pytest
11 15 (2.45%) REST
12 9 (1.47%) Flask
12 9 (1.47%) Node.js
12 9 (1.47%) STL
Miscellaneous
1 87 (14.22%) Data Structures
2 49 (8.01%) Distributed Systems
3 38 (6.21%) Embedded Systems
3 38 (6.21%) Equities
4 29 (4.74%) FPGA
5 23 (3.76%) Management Information System
6 22 (3.59%) Hedge funds
7 21 (3.43%) Product Ownership
8 20 (3.27%) VHDL
9 18 (2.94%) PCIe
9 18 (2.94%) Robotics
10 16 (2.61%) Derivative
10 16 (2.61%) Fixed Income
10 16 (2.61%) Greenfield Project
11 15 (2.45%) Video\Live Streaming
12 11 (1.80%) Driving Licence
13 10 (1.63%) NVMe
13 10 (1.63%) Public Cloud
14 9 (1.47%) Renewable Energy
15 8 (1.31%) Over-the-Top Content
Operating Systems
1 70 (11.44%) Linux
2 11 (1.80%) Windows
3 9 (1.47%) Embedded Linux
4 6 (0.98%) Robot Operating System
5 5 (0.82%) Windows Server 2008
5 5 (0.82%) Windows Server 2012
5 5 (0.82%) Windows Server 2016
5 5 (0.82%) Windows Server 2019
6 4 (0.65%) Windows Server
7 3 (0.49%) Unix
8 1 (0.16%) Android
8 1 (0.16%) Apple iOS
8 1 (0.16%) FreeRTOS
Processes & Methodologies
1 246 (40.20%) Software Engineering
2 205 (33.50%) AI
3 184 (30.07%) Machine Learning
4 152 (24.84%) Computer Science
5 116 (18.95%) Data Science
6 102 (16.67%) OOP
7 99 (16.18%) Analytics
8 97 (15.85%) Agile
9 96 (15.69%) OO
10 90 (14.71%) Problem-Solving
11 86 (14.05%) Visualisation
12 79 (12.91%) Workflow
13 69 (11.27%) LLM
14 68 (11.11%) Continuous Improvement
14 68 (11.11%) Validation
15 64 (10.46%) CI/CD
16 61 (9.97%) Signal Processing
17 60 (9.80%) Data Analysis
18 58 (9.48%) Prompt Engineering
19 57 (9.31%) Test Automation
Programming Languages
1 369 (60.29%) Python
2 158 (25.82%) C++
3 58 (9.48%) C
4 49 (8.01%) C#
5 41 (6.70%) SQL
6 27 (4.41%) Java
7 25 (4.08%) Rust
8 24 (3.92%) TypeScript
9 21 (3.43%) MATLAB
10 18 (2.94%) JavaScript
11 15 (2.45%) Embedded C++
12 13 (2.12%) Embedded C
12 13 (2.12%) Go
13 12 (1.96%) Assembly Language
14 8 (1.31%) R
15 4 (0.65%) Julia
15 4 (0.65%) VBA
16 3 (0.49%) Bash
17 2 (0.33%) Fortran
17 2 (0.33%) Shell Script
Qualifications
1 139 (22.71%) Degree
2 63 (10.29%) AWS Certification
3 54 (8.82%) AWS Certified Cloud Practitioner
3 54 (8.82%) Security Cleared
4 48 (7.84%) Computer Science Degree
5 35 (5.72%) Master's Degree
6 27 (4.41%) SC Cleared
7 22 (3.59%) PhD
8 21 (3.43%) DV Cleared
9 14 (2.29%) BPSS Clearance
10 7 (1.14%) Numerate Degree
11 2 (0.33%) Microsoft Certification
12 1 (0.16%) DBS Check
12 1 (0.16%) HND
12 1 (0.16%) ITIL Certification
12 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.50%) QA
2 28 (4.58%) Accessibility
3 11 (1.80%) GDPR
4 10 (1.63%) ISO/IEC 15288
5 7 (1.14%) Data Quality
6 6 (0.98%) Automotive SPICE
6 6 (0.98%) ISO 26262
6 6 (0.98%) MISRA
6 6 (0.98%) MISRA C
7 4 (0.65%) ISO/IEC 12207
8 2 (0.33%) Actionable Recommendations
9 1 (0.16%) AUTOSAR
9 1 (0.16%) EMIR
9 1 (0.16%) ISO 9001
9 1 (0.16%) MiFID
System Software
1 48 (7.84%) Docker
2 42 (6.86%) Firmware
3 21 (3.43%) Embedded Firmware
4 5 (0.82%) Active Directory
4 5 (0.82%) Hyper-V
4 5 (0.82%) VMware ESXi
4 5 (0.82%) VMware Infrastructure
5 1 (0.16%) IAG
5 1 (0.16%) Slurm Workload Manager
Systems Management
1 28 (4.58%) Kubernetes
2 13 (2.12%) Terraform
3 7 (1.14%) Kubeflow
4 5 (0.82%) SCCM
4 5 (0.82%) SCOM
4 5 (0.82%) Tivoli Identity Manager
5 1 (0.16%) Ansible
5 1 (0.16%) Functional Safety
Vendors
1 67 (10.95%) Microsoft
2 55 (8.99%) Google
3 12 (1.96%) Altera
3 12 (1.96%) IBM
4 11 (1.80%) Xilinx
5 10 (1.63%) Databricks
5 10 (1.63%) Screaming Frog
6 6 (0.98%) Botify
7 5 (0.82%) Dell
7 5 (0.82%) HP
7 5 (0.82%) McAfee
7 5 (0.82%) OpenAI
7 5 (0.82%) TikTok
7 5 (0.82%) VMware
8 4 (0.65%) Ahrefs
9 3 (0.49%) Foundry
9 3 (0.49%) Rockwell
10 1 (0.16%) Facebook
10 1 (0.16%) MathWorks
10 1 (0.16%) Thales