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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 307 191 124
Rank change year-on-year -116 -67 +76
Permanent jobs citing Algorithms 565 789 2,274
As % of all permanent jobs in the UK 0.60% 1.77% 2.10%
As % of the Miscellaneous category 2.38% 4.11% 6.23%
Number of salaries quoted 371 291 751
10th Percentile £33,750 £38,750 £38,750
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -15.54%
75th Percentile £90,000 £97,514 £82,500
90th Percentile £101,250 £122,500 £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 23,695 19,180 36,479
As % of all permanent jobs advertised in the UK 25.34% 43.03% 33.65%
Number of salaries quoted 15,086 9,070 23,523
10th Percentile £30,250 £29,750 £28,125
25th Percentile £41,250 £40,000 £38,524
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,058 £50,000 £50,000
% change year-on-year +2.12% - -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 17 June 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 17 June 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 -95 517 £65,000 - 692
UK excluding London -118 330 £60,000 - 660
London -73 206 £95,000 -13.64% 172
Work from Home -93 131 £59,000 -1.67% 556
South East -48 112 £67,500 +8.87% 161
North of England -13 67 £37,500 -56.01% 115
East of England -14 59 £65,000 +18.18% 123
South West -87 42 £60,000 +20.00% 76
Midlands -11 34 £37,500 -37.50% 72
North West -8 31 £37,500 -56.88% 52
West Midlands -4 26 £37,500 -37.50% 34
Yorkshire -28 21 £37,500 -47.91% 36
North East -35 15 £52,000 -54.78% 28
Scotland -61 12 £39,500 -31.30% 54
East Midlands -34 7 £57,500 -4.17% 38
Wales -56 2 £39,500 -39.23% 38
Northern Ireland - 2 £39,500 - 34

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 (9.91%) Jupyter
2 20 (3.54%) ArcGIS
3 9 (1.59%) Apache Spark
3 9 (1.59%) CMS
4 8 (1.42%) Apache Airflow
5 6 (1.06%) SAS
6 2 (0.35%) Apache Pulsar
6 2 (0.35%) Confluence
6 2 (0.35%) IIS
7 1 (0.18%) Apache
7 1 (0.18%) Drupal
7 1 (0.18%) Kinematics
7 1 (0.18%) SharePoint
Applications
1 55 (9.73%) Chatbot
2 12 (2.12%) Simulink
3 3 (0.53%) Blender
3 3 (0.53%) CATIA
3 3 (0.53%) Maya
3 3 (0.53%) Microsoft Excel
4 2 (0.35%) Microsoft Office
4 2 (0.35%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.12%) Towers Watson Igloo
2 1 (0.18%) Distributed Ledger
2 1 (0.18%) Salesforce CRM
Cloud Services
1 145 (25.66%) AWS
2 76 (13.45%) Azure
3 61 (10.80%) Cloud Computing
4 34 (6.02%) GCP
5 18 (3.19%) GitHub
5 18 (3.19%) Google Analytics
6 15 (2.65%) SaaS
7 9 (1.59%) Slack
8 8 (1.42%) Power Platform
9 7 (1.24%) Amazon EKS
10 6 (1.06%) Amazon ECS
10 6 (1.06%) Azure Machine Learning
10 6 (1.06%) Google Ads
11 5 (0.88%) Prefect
11 5 (0.88%) Virtual Private Cloud
12 3 (0.53%) AWS Lambda
12 3 (0.53%) Azure Data Factory
12 3 (0.53%) Serverless
12 3 (0.53%) Vertex AI
13 2 (0.35%) Amazon SageMaker
Communications & Networking
1 23 (4.07%) Broadband
2 17 (3.01%) Multicast
3 6 (1.06%) 5G
3 6 (1.06%) Ethernet
3 6 (1.06%) Software-Defined Radio
4 4 (0.71%) Internet
5 3 (0.53%) Wi-Fi
6 2 (0.35%) Firewall
7 1 (0.18%) FIX Connectivity
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) Network Security
7 1 (0.18%) RS-422
7 1 (0.18%) TCP/IP
7 1 (0.18%) Wireless
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.78%) GIS
2 22 (3.89%) BigQuery
3 21 (3.72%) Elasticsearch
3 21 (3.72%) Metadata
3 21 (3.72%) QGIS
3 21 (3.72%) Spatial Data
4 19 (3.36%) PostgreSQL
5 15 (2.65%) Big Data
6 11 (1.95%) MongoDB
7 8 (1.42%) NoSQL
8 6 (1.06%) Amazon RDS
8 6 (1.06%) Power BI
8 6 (1.06%) Tableau
9 5 (0.88%) Amazon Athena
9 5 (0.88%) Hadoop
10 3 (0.53%) Data Mining
10 3 (0.53%) DynamoDB
10 3 (0.53%) MySQL
10 3 (0.53%) Redis
11 2 (0.35%) Pinecone
Development Applications
1 75 (13.27%) Visual Studio Code
2 68 (12.04%) Git
3 23 (4.07%) Rational DOORS
4 20 (3.54%) JIRA
5 16 (2.83%) GitLab
6 3 (0.53%) PetaLinux
7 1 (0.18%) Bitbucket
7 1 (0.18%) CMake
7 1 (0.18%) Jenkins
7 1 (0.18%) MLflow
7 1 (0.18%) Plastic SCM
7 1 (0.18%) TeamCity
7 1 (0.18%) Valgrind
General
1 151 (26.73%) Finance
2 80 (14.16%) Analytical Skills
2 80 (14.16%) Social Skills
3 72 (12.74%) Retail
4 62 (10.97%) Manufacturing
5 37 (6.55%) Marketing
6 29 (5.13%) Electronics
7 26 (4.60%) Inclusion and Diversity
8 22 (3.89%) Front Office
9 20 (3.54%) Automotive
9 20 (3.54%) Banking
10 17 (3.01%) Aerospace
11 15 (2.65%) Advertising
12 14 (2.48%) Games
13 7 (1.24%) Legal
14 6 (1.06%) Financial Institution
14 6 (1.06%) Presentation Skills
15 4 (0.71%) Documentation Skills
15 4 (0.71%) French Language
15 4 (0.71%) Telecoms
Job Titles
1 143 (25.31%) Software Engineer
2 126 (22.30%) Senior
3 105 (18.58%) Developer
4 54 (9.56%) Senior Software Engineer
5 52 (9.20%) Artificial Intelligence Programmer
5 52 (9.20%) Programmer
5 52 (9.20%) Python Developer
6 51 (9.03%) Trainee
6 51 (9.03%) Trainee Programmer
7 43 (7.61%) Senior Developer
8 40 (7.08%) C++ Software Engineer
9 31 (5.49%) Lead
10 29 (5.13%) Python Engineer
11 26 (4.60%) Embedded Engineer
12 24 (4.25%) Consultant
12 24 (4.25%) FPGA Engineer
12 24 (4.25%) Python Software Engineer
13 23 (4.07%) Data Scientist
13 23 (4.07%) Senior Python Developer
14 21 (3.72%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 80 (14.16%) NumPy
1 80 (14.16%) Pandas
2 61 (10.80%) scikit-learn
3 60 (10.62%) Streamlit
4 58 (10.27%) Matplotlib
5 55 (9.73%) Hugging Face
6 48 (8.50%) PyTorch
7 47 (8.32%) Boost C++ Libraries
8 24 (4.25%) Django
8 24 (4.25%) TensorFlow
9 19 (3.36%) FIX Protocol
9 19 (3.36%) HTML
10 17 (3.01%) pytest
11 16 (2.83%) .NET
11 16 (2.83%) React
12 15 (2.65%) CSS
13 12 (2.12%) REST
14 10 (1.77%) RESTful
15 9 (1.59%) Flask
15 9 (1.59%) TFX
Miscellaneous
1 89 (15.75%) Data Structures
2 49 (8.67%) Distributed Systems
3 39 (6.90%) Equities
4 31 (5.49%) FPGA
5 30 (5.31%) Embedded Systems
6 26 (4.60%) Management Information System
7 24 (4.25%) Hedge funds
8 22 (3.89%) Greenfield Project
8 22 (3.89%) Product Ownership
9 21 (3.72%) PCIe
9 21 (3.72%) VHDL
10 18 (3.19%) Fixed Income
11 17 (3.01%) Derivative
11 17 (3.01%) Video\Live Streaming
12 15 (2.65%) Robotics
13 12 (2.12%) NVMe
14 10 (1.77%) Onboarding
14 10 (1.77%) Over-the-Top Content
14 10 (1.77%) Public Cloud
15 8 (1.42%) Driving Licence
Operating Systems
1 64 (11.33%) Linux
2 8 (1.42%) Windows
3 7 (1.24%) Robot Operating System
4 5 (0.88%) Embedded Linux
4 5 (0.88%) Windows Server 2008
4 5 (0.88%) Windows Server 2012
4 5 (0.88%) Windows Server 2016
4 5 (0.88%) Windows Server 2019
5 4 (0.71%) Windows Server
6 3 (0.53%) Android
6 3 (0.53%) Apple iOS
7 2 (0.35%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 229 (40.53%) Software Engineering
2 177 (31.33%) Machine Learning
3 176 (31.15%) AI
4 149 (26.37%) Computer Science
5 109 (19.29%) Data Science
6 102 (18.05%) OOP
7 101 (17.88%) Analytics
8 93 (16.46%) OO
8 93 (16.46%) Visualisation
9 91 (16.11%) Agile
10 77 (13.63%) Problem-Solving
10 77 (13.63%) Workflow
11 67 (11.86%) LLM
12 64 (11.33%) Continuous Improvement
13 61 (10.80%) Signal Processing
14 57 (10.09%) CI/CD
15 56 (9.91%) Decision-Making
15 56 (9.91%) Retrieval-Augmented Generation
16 55 (9.73%) Conversational UI
16 55 (9.73%) Data Privacy
Programming Languages
1 351 (62.12%) Python
2 153 (27.08%) C++
3 54 (9.56%) C
4 46 (8.14%) C#
5 45 (7.96%) SQL
6 23 (4.07%) MATLAB
7 22 (3.89%) Rust
8 19 (3.36%) Java
8 19 (3.36%) TypeScript
9 16 (2.83%) JavaScript
10 15 (2.65%) Go
11 14 (2.48%) Assembly Language
12 11 (1.95%) R
13 10 (1.77%) Embedded C
13 10 (1.77%) Embedded C++
14 4 (0.71%) Julia
15 3 (0.53%) VBA
16 2 (0.35%) Bash
16 2 (0.35%) Scala
17 1 (0.18%) Shell Script
Qualifications
1 122 (21.59%) Degree
2 63 (11.15%) AWS Certification
3 54 (9.56%) AWS Certified Cloud Practitioner
4 47 (8.32%) Security Cleared
5 44 (7.79%) Computer Science Degree
6 35 (6.19%) Master's Degree
7 22 (3.89%) SC Cleared
8 19 (3.36%) DV Cleared
8 19 (3.36%) PhD
9 15 (2.65%) BPSS Clearance
10 5 (0.88%) Numerate Degree
11 3 (0.53%) DBS Check
12 2 (0.35%) MBA
13 1 (0.18%) HND
13 1 (0.18%) ITIL Certification
13 1 (0.18%) Postgraduate
Quality Assurance & Compliance
1 46 (8.14%) QA
2 25 (4.42%) Accessibility
3 15 (2.65%) ISO/IEC 15288
4 14 (2.48%) Data Quality
5 7 (1.24%) GDPR
6 4 (0.71%) Automotive SPICE
6 4 (0.71%) ISO 26262
6 4 (0.71%) ISO/IEC 12207
6 4 (0.71%) MISRA
6 4 (0.71%) MISRA C
7 3 (0.53%) Actionable Recommendations
8 1 (0.18%) AUTOSAR
8 1 (0.18%) EMIR
8 1 (0.18%) MiFID
System Software
1 36 (6.37%) Firmware
2 35 (6.19%) Docker
3 14 (2.48%) Embedded Firmware
4 5 (0.88%) Active Directory
4 5 (0.88%) Hyper-V
4 5 (0.88%) VMware ESXi
4 5 (0.88%) VMware Infrastructure
5 1 (0.18%) IAG
Systems Management
1 17 (3.01%) Kubernetes
2 11 (1.95%) Terraform
3 9 (1.59%) Kubeflow
4 5 (0.88%) SCCM
4 5 (0.88%) SCOM
4 5 (0.88%) Tivoli Identity Manager
5 1 (0.18%) Functional Safety
Vendors
1 64 (11.33%) Microsoft
2 54 (9.56%) Google
3 16 (2.83%) Altera
3 16 (2.83%) IBM
4 13 (2.30%) Xilinx
5 11 (1.95%) Databricks
6 9 (1.59%) Screaming Frog
7 6 (1.06%) Botify
8 5 (0.88%) Dell
8 5 (0.88%) HP
8 5 (0.88%) McAfee
8 5 (0.88%) TikTok
8 5 (0.88%) VMware
9 4 (0.71%) OpenAI
10 3 (0.53%) Ahrefs
10 3 (0.53%) Rockwell
11 2 (0.35%) BT
11 2 (0.35%) Foundry
11 2 (0.35%) YouTube
12 1 (0.18%) Facebook