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

6 months to
1 Jul 2026
Same period 2025 Same period 2024
Rank 306 203 131
Rank change year-on-year -103 -72 +69
Permanent jobs citing Algorithms 589 772 2,190
As % of all permanent jobs in the UK 0.61% 1.66% 2.08%
As % of the Miscellaneous category 2.37% 3.96% 6.16%
Number of salaries quoted 394 293 741
10th Percentile £33,750 £38,550 £38,750
25th Percentile £40,688 £47,500 £48,750
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -10.71%
75th Percentile £86,875 £97,528 £82,500
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 24,804 19,499 35,573
As % of all permanent jobs advertised in the UK 25.71% 41.85% 33.71%
Number of salaries quoted 15,901 9,454 23,012
10th Percentile £30,500 £29,500 £28,250
25th Percentile £41,250 £39,500 £38,750
Median annual salary (50th Percentile) £59,500 £57,500 £55,000
Median % change year-on-year +3.48% +4.55% -14.10%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £98,401
UK excluding London median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - -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 1 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 1 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 -76 544 £65,000 - 418
UK excluding London -104 356 £60,000 - 256
London -57 206 £95,000 -13.64% 202
Work from Home -89 137 £61,250 +2.08% 170
South East -48 123 £70,000 +12.90% 69
East of England -6 72 £65,000 +18.18% 52
North of England -19 68 £37,500 -56.01% 51
South West -91 45 £57,500 +15.00% 42
Midlands -30 33 £37,500 -37.50% 24
North West -10 31 £37,500 -56.01% 24
West Midlands -18 26 £37,500 -37.50% 10
Yorkshire -20 21 £37,500 -47.91% 13
North East -39 16 £52,000 -54.78% 16
Scotland -53 11 £38,500 -33.04% 10
East Midlands -30 6 £57,500 +32.18% 14
Wales -61 2 £39,500 -41.91% 10
Northern Ireland - 2 £39,500 - 4

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 (9.51%) Jupyter
2 20 (3.40%) ArcGIS
3 8 (1.36%) Apache Airflow
3 8 (1.36%) CMS
4 6 (1.02%) Apache Spark
4 6 (1.02%) SAS
5 2 (0.34%) Apache Pulsar
5 2 (0.34%) Confluence
6 1 (0.17%) Apache
6 1 (0.17%) Kinematics
6 1 (0.17%) SharePoint
Applications
1 56 (9.51%) Chatbot
2 13 (2.21%) Simulink
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
3 3 (0.51%) Microsoft Excel
4 2 (0.34%) Microsoft Office
4 2 (0.34%) OrCAD
5 1 (0.17%) Microsoft PowerPoint
Business Applications
1 12 (2.04%) Towers Watson Igloo
Cloud Services
1 148 (25.13%) AWS
2 75 (12.73%) Azure
3 61 (10.36%) Cloud Computing
4 33 (5.60%) GCP
5 19 (3.23%) GitHub
6 18 (3.06%) Google Analytics
7 15 (2.55%) SaaS
8 8 (1.36%) Amazon EKS
8 8 (1.36%) Google Ads
8 8 (1.36%) Slack
9 7 (1.19%) Amazon ECS
10 6 (1.02%) Power Platform
11 5 (0.85%) Prefect
11 5 (0.85%) Virtual Private Cloud
12 4 (0.68%) AWS Lambda
12 4 (0.68%) Azure Machine Learning
12 4 (0.68%) Serverless
13 3 (0.51%) Amazon SageMaker
13 3 (0.51%) Azure Data Factory
13 3 (0.51%) Vertex AI
Communications & Networking
1 22 (3.74%) Broadband
2 18 (3.06%) Multicast
3 6 (1.02%) 5G
3 6 (1.02%) Ethernet
3 6 (1.02%) Software-Defined Radio
4 4 (0.68%) Internet
5 3 (0.51%) Wi-Fi
5 3 (0.51%) Wireless
6 2 (0.34%) 3GPP
6 2 (0.34%) Firewall
6 2 (0.34%) GSM
6 2 (0.34%) LTE
6 2 (0.34%) Radio Access Network
6 2 (0.34%) RANAP
6 2 (0.34%) SS7
6 2 (0.34%) UMTS
6 2 (0.34%) Wireshark
7 1 (0.17%) MQTT
7 1 (0.17%) RS-422
7 1 (0.17%) TCP/IP
Database & Business Intelligence
1 27 (4.58%) GIS
2 22 (3.74%) Metadata
3 21 (3.57%) PostgreSQL
3 21 (3.57%) QGIS
3 21 (3.57%) Spatial Data
4 20 (3.40%) BigQuery
5 19 (3.23%) Elasticsearch
6 11 (1.87%) MongoDB
7 10 (1.70%) Big Data
8 7 (1.19%) Amazon RDS
9 5 (0.85%) Amazon Athena
10 4 (0.68%) DynamoDB
10 4 (0.68%) MySQL
10 4 (0.68%) NoSQL
10 4 (0.68%) Power BI
10 4 (0.68%) Redis
11 2 (0.34%) Amazon Redshift
11 2 (0.34%) Data Lake
11 2 (0.34%) Relational Database
11 2 (0.34%) SQL Server
Development Applications
1 76 (12.90%) Visual Studio Code
2 70 (11.88%) Git
3 22 (3.74%) JIRA
4 20 (3.40%) Rational DOORS
5 17 (2.89%) GitLab
6 3 (0.51%) Jenkins
6 3 (0.51%) MLflow
6 3 (0.51%) PetaLinux
7 2 (0.34%) GCC
7 2 (0.34%) GDB
7 2 (0.34%) Plastic SCM
7 2 (0.34%) TeamCity
8 1 (0.17%) Bitbucket
8 1 (0.17%) CMake
8 1 (0.17%) Valgrind
8 1 (0.17%) Visual Studio
General
1 152 (25.81%) Finance
2 82 (13.92%) Social Skills
3 75 (12.73%) Analytical Skills
4 72 (12.22%) Retail
5 62 (10.53%) Manufacturing
6 37 (6.28%) Marketing
7 28 (4.75%) Inclusion and Diversity
8 27 (4.58%) Electronics
9 23 (3.90%) Banking
10 21 (3.57%) Front Office
11 20 (3.40%) Automotive
12 19 (3.23%) Advertising
13 17 (2.89%) Aerospace
14 15 (2.55%) Games
15 9 (1.53%) Legal
16 6 (1.02%) Presentation Skills
16 6 (1.02%) Telecoms
17 4 (0.68%) Documentation Skills
17 4 (0.68%) Financial Institution
17 4 (0.68%) French Language
Job Titles
1 145 (24.62%) Software Engineer
2 132 (22.41%) Senior
3 110 (18.68%) Developer
4 54 (9.17%) Senior Software Engineer
5 53 (9.00%) Python Developer
6 52 (8.83%) Artificial Intelligence Programmer
6 52 (8.83%) Programmer
7 51 (8.66%) Trainee
7 51 (8.66%) Trainee Programmer
8 44 (7.47%) Senior Developer
9 42 (7.13%) C++ Software Engineer
10 38 (6.45%) Lead
11 32 (5.43%) Embedded Engineer
12 30 (5.09%) Python Engineer
13 26 (4.41%) Data Scientist
14 25 (4.24%) FPGA Engineer
14 25 (4.24%) Python Software Engineer
15 24 (4.07%) Consultant
16 22 (3.74%) Senior Python Developer
17 21 (3.57%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 77 (13.07%) NumPy
1 77 (13.07%) Pandas
2 60 (10.19%) Streamlit
3 58 (9.85%) scikit-learn
4 56 (9.51%) Hugging Face
5 55 (9.34%) Matplotlib
6 50 (8.49%) PyTorch
7 45 (7.64%) Boost C++ Libraries
8 26 (4.41%) TensorFlow
9 22 (3.74%) Django
9 22 (3.74%) HTML
10 21 (3.57%) React
11 20 (3.40%) FIX Protocol
12 18 (3.06%) CSS
12 18 (3.06%) pytest
13 17 (2.89%) .NET
14 14 (2.38%) REST
15 10 (1.70%) RESTful
16 9 (1.53%) Node.js
16 9 (1.53%) OpenCV
Miscellaneous
1 88 (14.94%) Data Structures
2 48 (8.15%) Distributed Systems
3 40 (6.79%) Equities
4 36 (6.11%) Embedded Systems
5 33 (5.60%) FPGA
6 25 (4.24%) Management Information System
7 23 (3.90%) Hedge funds
8 22 (3.74%) PCIe
8 22 (3.74%) VHDL
9 20 (3.40%) Greenfield Project
9 20 (3.40%) Product Ownership
10 19 (3.23%) Fixed Income
11 18 (3.06%) Derivative
12 17 (2.89%) Robotics
13 16 (2.72%) Video\Live Streaming
14 12 (2.04%) NVMe
15 10 (1.70%) Driving Licence
15 10 (1.70%) Onboarding
15 10 (1.70%) Public Cloud
16 9 (1.53%) Over-the-Top Content
Operating Systems
1 67 (11.38%) Linux
2 9 (1.53%) Windows
3 7 (1.19%) Robot Operating System
4 6 (1.02%) Embedded Linux
5 5 (0.85%) Windows Server 2008
5 5 (0.85%) Windows Server 2012
5 5 (0.85%) Windows Server 2016
5 5 (0.85%) Windows Server 2019
6 4 (0.68%) Android
6 4 (0.68%) Apple iOS
6 4 (0.68%) Windows Server
7 2 (0.34%) Unix
8 1 (0.17%) FreeRTOS
Processes & Methodologies
1 242 (41.09%) Software Engineering
2 181 (30.73%) AI
3 175 (29.71%) Machine Learning
4 150 (25.47%) Computer Science
5 105 (17.83%) Data Science
6 104 (17.66%) OOP
7 95 (16.13%) Analytics
7 95 (16.13%) OO
8 94 (15.96%) Agile
9 87 (14.77%) Visualisation
10 81 (13.75%) Problem-Solving
11 77 (13.07%) Workflow
12 66 (11.21%) Continuous Improvement
13 65 (11.04%) LLM
13 65 (11.04%) Signal Processing
14 60 (10.19%) Validation
15 59 (10.02%) CI/CD
16 56 (9.51%) Conversational UI
16 56 (9.51%) Retrieval-Augmented Generation
17 54 (9.17%) Sentiment Analysis
Programming Languages
1 359 (60.95%) Python
2 164 (27.84%) C++
3 61 (10.36%) C
4 50 (8.49%) C#
5 40 (6.79%) SQL
6 24 (4.07%) MATLAB
6 24 (4.07%) Rust
7 23 (3.90%) Java
7 23 (3.90%) TypeScript
8 19 (3.23%) JavaScript
9 14 (2.38%) Assembly Language
10 13 (2.21%) Go
11 12 (2.04%) Embedded C
11 12 (2.04%) Embedded C++
12 6 (1.02%) R
13 4 (0.68%) Julia
14 3 (0.51%) VBA
15 2 (0.34%) Bash
16 1 (0.17%) Shell Script
16 1 (0.17%) VC++
Qualifications
1 125 (21.22%) Degree
2 63 (10.70%) AWS Certification
3 54 (9.17%) AWS Certified Cloud Practitioner
4 50 (8.49%) Security Cleared
5 45 (7.64%) Computer Science Degree
6 36 (6.11%) Master's Degree
7 24 (4.07%) SC Cleared
8 20 (3.40%) PhD
9 19 (3.23%) DV Cleared
10 13 (2.21%) BPSS Clearance
11 5 (0.85%) Numerate Degree
12 3 (0.51%) DBS Check
13 1 (0.17%) HND
13 1 (0.17%) ITIL Certification
13 1 (0.17%) Microsoft Certification
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 50 (8.49%) QA
2 25 (4.24%) Accessibility
3 12 (2.04%) ISO/IEC 15288
4 9 (1.53%) Data Quality
5 8 (1.36%) GDPR
6 5 (0.85%) Automotive SPICE
6 5 (0.85%) ISO 26262
6 5 (0.85%) MISRA
6 5 (0.85%) MISRA C
7 4 (0.68%) ISO/IEC 12207
8 1 (0.17%) Actionable Recommendations
8 1 (0.17%) AUTOSAR
8 1 (0.17%) EMIR
8 1 (0.17%) MiFID
System Software
1 45 (7.64%) Firmware
2 39 (6.62%) Docker
3 21 (3.57%) Embedded Firmware
4 5 (0.85%) Active Directory
4 5 (0.85%) Hyper-V
4 5 (0.85%) VMware ESXi
4 5 (0.85%) VMware Infrastructure
5 1 (0.17%) IAG
Systems Management
1 20 (3.40%) Kubernetes
2 12 (2.04%) Terraform
3 8 (1.36%) Kubeflow
4 5 (0.85%) SCCM
4 5 (0.85%) SCOM
4 5 (0.85%) Tivoli Identity Manager
5 1 (0.17%) Functional Safety
Vendors
1 65 (11.04%) Microsoft
2 55 (9.34%) Google
3 16 (2.72%) Altera
4 13 (2.21%) IBM
4 13 (2.21%) Xilinx
5 10 (1.70%) Databricks
6 9 (1.53%) Screaming Frog
7 6 (1.02%) Botify
8 5 (0.85%) Dell
8 5 (0.85%) HP
8 5 (0.85%) McAfee
8 5 (0.85%) OpenAI
8 5 (0.85%) TikTok
8 5 (0.85%) VMware
9 3 (0.51%) Ahrefs
9 3 (0.51%) Foundry
9 3 (0.51%) Rockwell
10 1 (0.17%) Instagram
10 1 (0.17%) Thales
10 1 (0.17%) YouTube