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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 314 209 132
Rank change year-on-year -105 -77 +76
Permanent jobs citing Algorithms 610 778 1,838
As % of all permanent jobs in the UK 0.61% 1.58% 1.99%
As % of the Miscellaneous category 2.35% 3.84% 5.89%
Number of salaries quoted 400 307 598
10th Percentile £33,750 £37,500 £39,000
25th Percentile £37,149 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -7.80%
75th Percentile £83,750 £98,474 £81,250
90th Percentile £100,000 £125,000 £98,750
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 25,907 20,249 31,231
As % of all permanent jobs advertised in the UK 25.82% 41.24% 33.73%
Number of salaries quoted 16,488 10,085 19,491
10th Percentile £31,000 £29,250 £29,250
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £58,446 £57,500 £55,000
Median % change year-on-year +1.65% +4.55% -15.14%
75th Percentile £80,000 £78,750 £77,500
90th Percentile £100,000 £107,440 £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 23 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 23 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 -92 559 £65,000 -7.14% 400
UK excluding London -94 376 £60,000 - 220
London -61 205 £93,750 -14.77% 211
Work from Home -97 144 £60,000 -11.11% 133
South East -42 127 £70,000 +12.90% 61
East of England +6 81 £65,000 +18.18% 50
North of England -10 71 £37,500 -48.98% 46
South West -89 46 £55,000 +10.00% 33
Midlands -24 32 £37,500 -37.50% 21
Yorkshire -12 28 £37,500 -42.31% 11
North West -12 26 £37,500 -56.01% 22
West Midlands -21 25 £37,500 -37.50% 7
North East -39 17 £52,000 -54.78% 15
Scotland -44 15 £38,500 -33.04% 11
East Midlands -31 6 £57,500 +112.96% 14
Wales -63 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 (9.18%) Jupyter
2 20 (3.28%) ArcGIS
3 8 (1.31%) Apache Spark
3 8 (1.31%) CMS
4 7 (1.15%) Apache Airflow
5 6 (0.98%) SAS
6 2 (0.33%) Apache
6 2 (0.33%) Apache Pulsar
6 2 (0.33%) Confluence
7 1 (0.16%) Kinematics
7 1 (0.16%) SharePoint
Applications
1 56 (9.18%) 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 11 (1.80%) Towers Watson Igloo
Cloud Services
1 150 (24.59%) AWS
2 73 (11.97%) Azure
3 59 (9.67%) Cloud Computing
4 32 (5.25%) GCP
5 21 (3.44%) Google Analytics
6 17 (2.79%) GitHub
7 15 (2.46%) SaaS
8 11 (1.80%) Google Ads
9 8 (1.31%) Amazon EKS
10 7 (1.15%) Amazon ECS
10 7 (1.15%) Slack
11 5 (0.82%) Power Platform
11 5 (0.82%) Prefect
11 5 (0.82%) Virtual Private Cloud
12 4 (0.66%) AWS Lambda
12 4 (0.66%) Serverless
12 4 (0.66%) Vertex AI
13 3 (0.49%) Amazon SageMaker
13 3 (0.49%) Azure Data Factory
14 2 (0.33%) Azure Cosmos DB
Communications & Networking
1 21 (3.44%) Broadband
2 15 (2.46%) Multicast
3 7 (1.15%) 3GPP
3 7 (1.15%) GSM
3 7 (1.15%) LTE
3 7 (1.15%) Radio Access Network
3 7 (1.15%) RANAP
3 7 (1.15%) SS7
3 7 (1.15%) UMTS
3 7 (1.15%) Wireshark
4 6 (0.98%) 5G
4 6 (0.98%) Software-Defined Radio
5 4 (0.66%) Ethernet
5 4 (0.66%) Internet
6 3 (0.49%) Wi-Fi
6 3 (0.49%) Wireless
7 2 (0.33%) Firewall
8 1 (0.16%) IPsec
8 1 (0.16%) MQTT
8 1 (0.16%) RS-422
Database & Business Intelligence
1 27 (4.43%) GIS
2 25 (4.10%) Metadata
3 21 (3.44%) PostgreSQL
3 21 (3.44%) QGIS
3 21 (3.44%) Spatial Data
4 18 (2.95%) BigQuery
5 17 (2.79%) Elasticsearch
6 13 (2.13%) Big Data
7 11 (1.80%) MongoDB
8 7 (1.15%) Amazon RDS
9 5 (0.82%) Amazon Athena
9 5 (0.82%) NoSQL
10 4 (0.66%) DynamoDB
10 4 (0.66%) MySQL
10 4 (0.66%) 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 77 (12.62%) Visual Studio Code
2 74 (12.13%) Git
3 19 (3.11%) JIRA
3 19 (3.11%) Rational DOORS
4 17 (2.79%) GitLab
5 9 (1.48%) Jenkins
6 7 (1.15%) GCC
6 7 (1.15%) GDB
7 3 (0.49%) MLflow
7 3 (0.49%) PetaLinux
7 3 (0.49%) Visual Studio
8 2 (0.33%) CMake
8 2 (0.33%) Plastic SCM
8 2 (0.33%) TeamCity
9 1 (0.16%) Bitbucket
9 1 (0.16%) Rational Rhapsody
9 1 (0.16%) Valgrind
General
1 165 (27.05%) Finance
2 84 (13.77%) Social Skills
3 74 (12.13%) Analytical Skills
3 74 (12.13%) Retail
4 61 (10.00%) Manufacturing
5 44 (7.21%) Marketing
6 34 (5.57%) Inclusion and Diversity
7 27 (4.43%) Banking
8 25 (4.10%) Electronics
9 21 (3.44%) Advertising
10 19 (3.11%) Front Office
10 19 (3.11%) Games
11 17 (2.79%) Aerospace
11 17 (2.79%) Automotive
12 15 (2.46%) Legal
13 11 (1.80%) Law
13 11 (1.80%) Telecoms
14 7 (1.15%) Financial Institution
14 7 (1.15%) Presentation Skills
15 3 (0.49%) Investment Banking
Job Titles
1 149 (24.43%) Software Engineer
2 135 (22.13%) Senior
3 109 (17.87%) Developer
4 52 (8.52%) Artificial Intelligence Programmer
4 52 (8.52%) Programmer
5 51 (8.36%) Trainee
5 51 (8.36%) Trainee Programmer
6 50 (8.20%) Python Developer
6 50 (8.20%) Senior Software Engineer
7 44 (7.21%) Lead
7 44 (7.21%) Senior Developer
8 40 (6.56%) C++ Software Engineer
9 37 (6.07%) Embedded Engineer
10 30 (4.92%) Data Scientist
11 28 (4.59%) Python Engineer
12 25 (4.10%) Consultant
13 22 (3.61%) Artificial Intelligence Consultant
13 22 (3.61%) FPGA Engineer
13 22 (3.61%) Python Software Engineer
14 20 (3.28%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 77 (12.62%) NumPy
1 77 (12.62%) Pandas
2 60 (9.84%) Streamlit
3 59 (9.67%) Hugging Face
4 58 (9.51%) scikit-learn
5 55 (9.02%) Matplotlib
6 51 (8.36%) PyTorch
7 38 (6.23%) Boost C++ Libraries
8 24 (3.93%) TensorFlow
9 23 (3.77%) HTML
10 22 (3.61%) React
11 20 (3.28%) Django
12 19 (3.11%) CSS
13 16 (2.62%) .NET
13 16 (2.62%) FIX Protocol
14 15 (2.46%) pytest
14 15 (2.46%) REST
15 9 (1.48%) Flask
15 9 (1.48%) Node.js
15 9 (1.48%) RESTful
Miscellaneous
1 89 (14.59%) Data Structures
2 50 (8.20%) Distributed Systems
3 39 (6.39%) Embedded Systems
4 37 (6.07%) Equities
5 31 (5.08%) FPGA
6 23 (3.77%) Management Information System
7 22 (3.61%) Hedge funds
8 21 (3.44%) Product Ownership
8 21 (3.44%) VHDL
9 19 (3.11%) PCIe
10 18 (2.95%) Greenfield Project
10 18 (2.95%) Robotics
11 16 (2.62%) Derivative
11 16 (2.62%) Fixed Income
12 15 (2.46%) Video\Live Streaming
13 11 (1.80%) Driving Licence
13 11 (1.80%) NVMe
14 10 (1.64%) Public Cloud
15 9 (1.48%) Renewable Energy
16 8 (1.31%) Over-the-Top Content
Operating Systems
1 70 (11.48%) Linux
2 11 (1.80%) Windows
3 8 (1.31%) 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 (0.66%) Windows Server
7 3 (0.49%) Unix
8 2 (0.33%) Android
8 2 (0.33%) Apple iOS
9 1 (0.16%) FreeRTOS
Processes & Methodologies
1 248 (40.66%) Software Engineering
2 200 (32.79%) AI
3 182 (29.84%) Machine Learning
4 155 (25.41%) Computer Science
5 114 (18.69%) Data Science
6 102 (16.72%) OOP
7 99 (16.23%) Analytics
8 96 (15.74%) Agile
8 96 (15.74%) OO
9 88 (14.43%) Problem-Solving
10 87 (14.26%) Visualisation
11 78 (12.79%) Workflow
12 69 (11.31%) Continuous Improvement
13 68 (11.15%) LLM
14 67 (10.98%) Validation
15 66 (10.82%) CI/CD
16 62 (10.16%) Signal Processing
17 59 (9.67%) Data Analysis
18 57 (9.34%) Prompt Engineering
18 57 (9.34%) Test Automation
Programming Languages
1 369 (60.49%) Python
2 160 (26.23%) C++
3 60 (9.84%) C
4 50 (8.20%) C#
5 42 (6.89%) SQL
6 27 (4.43%) Java
7 25 (4.10%) Rust
8 24 (3.93%) TypeScript
9 22 (3.61%) MATLAB
10 18 (2.95%) JavaScript
11 14 (2.30%) Embedded C++
12 13 (2.13%) Assembly Language
12 13 (2.13%) Embedded C
12 13 (2.13%) Go
13 7 (1.15%) R
14 4 (0.66%) Julia
14 4 (0.66%) VBA
15 3 (0.49%) Bash
16 2 (0.33%) Fortran
16 2 (0.33%) Shell Script
Qualifications
1 140 (22.95%) Degree
2 63 (10.33%) AWS Certification
3 56 (9.18%) Security Cleared
4 54 (8.85%) AWS Certified Cloud Practitioner
5 49 (8.03%) Computer Science Degree
6 36 (5.90%) Master's Degree
7 29 (4.75%) SC Cleared
8 21 (3.44%) DV Cleared
9 20 (3.28%) PhD
10 14 (2.30%) BPSS Clearance
11 7 (1.15%) Numerate Degree
12 2 (0.33%) DBS Check
12 2 (0.33%) Microsoft Certification
13 1 (0.16%) HND
13 1 (0.16%) ITIL Certification
13 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.52%) QA
2 28 (4.59%) Accessibility
3 11 (1.80%) GDPR
4 10 (1.64%) ISO/IEC 15288
5 7 (1.15%) 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 (0.66%) ISO/IEC 12207
8 1 (0.16%) Actionable Recommendations
8 1 (0.16%) AUTOSAR
8 1 (0.16%) EMIR
8 1 (0.16%) ISO 9001
8 1 (0.16%) MiFID
System Software
1 47 (7.70%) Docker
2 44 (7.21%) Firmware
3 22 (3.61%) 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 27 (4.43%) Kubernetes
2 13 (2.13%) Terraform
3 7 (1.15%) 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 (10.98%) Microsoft
2 56 (9.18%) Google
3 13 (2.13%) Altera
4 12 (1.97%) IBM
4 12 (1.97%) Xilinx
5 10 (1.64%) Databricks
6 9 (1.48%) Screaming Frog
7 6 (0.98%) Botify
8 5 (0.82%) Dell
8 5 (0.82%) HP
8 5 (0.82%) McAfee
8 5 (0.82%) OpenAI
8 5 (0.82%) TikTok
8 5 (0.82%) VMware
9 3 (0.49%) Ahrefs
9 3 (0.49%) Foundry
9 3 (0.49%) Rockwell
10 1 (0.16%) Instagram
10 1 (0.16%) NVIDIA
10 1 (0.16%) Thales