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

6 months to
14 Apr 2026
Same period 2025 Same period 2024
Rank 332 155 121
Rank change year-on-year -177 -34 +47
Permanent jobs citing Algorithms 463 814 2,190
As % of all permanent jobs in the UK 0.55% 1.98% 2.35%
As % of the Miscellaneous category 1.89% 5.07% 6.49%
Number of salaries quoted 270 395 738
10th Percentile - £43,750 £39,500
25th Percentile £33,750 £52,000 £50,000
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -13.33%
75th Percentile £97,188 £88,125 £85,000
90th Percentile £111,250 £115,000 £111,399
UK excluding London median annual salary £50,000 £62,000 £60,000
% change year-on-year -19.35% +3.33% -

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 24,523 16,057 33,721
As % of all permanent jobs advertised in the UK 28.92% 38.98% 36.25%
Number of salaries quoted 12,581 9,095 22,792
10th Percentile £29,750 £31,750 £28,000
25th Percentile £40,000 £42,795 £38,000
Median annual salary (50th Percentile) £58,445 £60,000 £55,000
Median % change year-on-year -2.59% +9.09% -15.38%
75th Percentile £80,000 £82,500 £75,000
90th Percentile £100,000 £113,979 £97,500
UK excluding London median annual salary £50,000 £53,500 £50,000
% change year-on-year -6.54% +7.00% -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 14 April 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 14 April 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 -173 409 £60,000 -14.29% 345
UK excluding London -203 234 £50,000 -19.35% 277
London -50 190 £95,000 -8.43% 106
Work from Home -143 102 £57,500 -4.17% 123
South East -137 64 £60,000 -3.23% 92
North of England -59 54 £37,500 -47.91% 44
South West -90 37 £50,000 -16.67% 46
Midlands -50 30 £50,000 -16.67% 33
East of England -102 30 £37,500 -50.66% 42
North West -36 28 £37,500 -57.70% 19
West Midlands -17 19 £37,500 -37.50% 16
Yorkshire -61 18 £37,500 -28.57% 12
Scotland -29 12 £38,500 -14.44% 17
East Midlands -65 10 £75,000 +25.00% 17
North East -31 8 £37,500 -63.86% 13
Wales -34 7 £57,500 -4.17% 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 54 (11.66%) Jupyter
2 20 (4.32%) ArcGIS
3 11 (2.38%) Apache Spark
4 10 (2.16%) CMS
5 9 (1.94%) Apache Airflow
6 5 (1.08%) IIS
7 3 (0.65%) Kinematics
8 2 (0.43%) Apache
8 2 (0.43%) Confluence
9 1 (0.22%) Drupal
9 1 (0.22%) SharePoint
9 1 (0.22%) WordPress
Applications
1 54 (11.66%) Chatbot
2 4 (0.86%) Microsoft Office
2 4 (0.86%) Simulink
3 3 (0.65%) Adobe Creative Suite
3 3 (0.65%) Adobe Premiere
3 3 (0.65%) CATIA
3 3 (0.65%) Final Cut Pro
4 2 (0.43%) Microsoft Excel
4 2 (0.43%) OrCAD
5 1 (0.22%) Microsoft PowerPoint
Business Applications
1 9 (1.94%) Towers Watson Igloo
2 4 (0.86%) Distributed Ledger
3 1 (0.22%) Bloomberg AIM
3 1 (0.22%) Fidessa
3 1 (0.22%) Salesforce CRM
Cloud Services
1 138 (29.81%) AWS
2 72 (15.55%) Azure
3 58 (12.53%) Cloud Computing
4 41 (8.86%) GCP
5 18 (3.89%) GitHub
6 15 (3.24%) Google Analytics
7 13 (2.81%) Power Platform
8 10 (2.16%) Azure Machine Learning
9 6 (1.30%) Snowflake
10 5 (1.08%) Amazon EKS
10 5 (1.08%) Prefect
10 5 (1.08%) Slack
11 4 (0.86%) SaaS
12 3 (0.65%) Canva
12 3 (0.65%) Firebase
12 3 (0.65%) Serverless
13 2 (0.43%) Amazon SageMaker
13 2 (0.43%) AWS Lambda
13 2 (0.43%) Google Ads
13 2 (0.43%) Google Tag Manager
Communications & Networking
1 15 (3.24%) Multicast
2 14 (3.02%) Broadband
3 6 (1.30%) Ethernet
4 5 (1.08%) Software-Defined Radio
5 4 (0.86%) Network Security
5 4 (0.86%) TCP/IP
6 3 (0.65%) Wi-Fi
7 2 (0.43%) Internet
8 1 (0.22%) IPsec
8 1 (0.22%) S/MIME
8 1 (0.22%) VPN
8 1 (0.22%) X.509
Database & Business Intelligence
1 27 (5.83%) BigQuery
2 24 (5.18%) Elasticsearch
3 21 (4.54%) GIS
3 21 (4.54%) QGIS
3 21 (4.54%) Spatial Data
4 19 (4.10%) Metadata
5 15 (3.24%) Big Data
6 14 (3.02%) PostgreSQL
7 11 (2.38%) Hadoop
7 11 (2.38%) MongoDB
7 11 (2.38%) NoSQL
7 11 (2.38%) Power BI
7 11 (2.38%) Tableau
8 6 (1.30%) Data Mining
9 5 (1.08%) Amazon Athena
10 4 (0.86%) Relational Database
10 4 (0.86%) SQL Server
11 2 (0.43%) DynamoDB
12 1 (0.22%) Amazon Redshift
12 1 (0.22%) MySQL
Development Applications
1 62 (13.39%) Visual Studio Code
2 45 (9.72%) Git
3 25 (5.40%) Rational DOORS
4 17 (3.67%) JIRA
5 9 (1.94%) GitLab
6 3 (0.65%) MLflow
7 1 (0.22%) Bitbucket
7 1 (0.22%) Jenkins
General
1 144 (31.10%) Finance
2 75 (16.20%) Analytical Skills
3 70 (15.12%) Retail
3 70 (15.12%) Social Skills
4 62 (13.39%) Manufacturing
5 47 (10.15%) Marketing
6 30 (6.48%) Front Office
7 29 (6.26%) Electronics
8 22 (4.75%) Games
9 20 (4.32%) Banking
10 13 (2.81%) Automotive
11 11 (2.38%) Inclusion and Diversity
12 9 (1.94%) Aerospace
12 9 (1.94%) Financial Institution
12 9 (1.94%) Legal
12 9 (1.94%) Public Sector
13 7 (1.51%) Law
14 6 (1.30%) Advertising
15 5 (1.08%) Aviation
15 5 (1.08%) Pharmaceutical
Job Titles
1 92 (19.87%) Software Engineer
2 87 (18.79%) Senior
3 80 (17.28%) Developer
4 52 (11.23%) Artificial Intelligence Programmer
4 52 (11.23%) Programmer
5 51 (11.02%) Trainee
5 51 (11.02%) Trainee Programmer
6 42 (9.07%) Python Developer
7 37 (7.99%) Senior Developer
8 35 (7.56%) C++ Software Engineer
9 32 (6.91%) Senior Software Engineer
10 23 (4.97%) Principal Engineer
11 22 (4.75%) Consultant
12 21 (4.54%) Quantitative Developer
12 21 (4.54%) Senior Python Developer
12 21 (4.54%) Systems Engineer
13 20 (4.32%) Machine Learning Consultant
13 20 (4.32%) Python Engineer
13 20 (4.32%) Senior Quantitative Developer
13 20 (4.32%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 80 (17.28%) Pandas
2 79 (17.06%) NumPy
3 63 (13.61%) scikit-learn
4 58 (12.53%) Matplotlib
5 56 (12.10%) Streamlit
6 55 (11.88%) Hugging Face
7 50 (10.80%) PyTorch
8 43 (9.29%) Boost C++ Libraries
9 30 (6.48%) Django
9 30 (6.48%) TensorFlow
10 23 (4.97%) FIX Protocol
11 15 (3.24%) .NET
11 15 (3.24%) pytest
12 13 (2.81%) HTML
12 13 (2.81%) RESTful
13 12 (2.59%) React
13 12 (2.59%) REST
14 8 (1.73%) CSS
14 8 (1.73%) OpenCV
15 7 (1.51%) SciPy
Miscellaneous
1 80 (17.28%) Data Structures
2 47 (10.15%) Distributed Systems
3 39 (8.42%) Equities
4 26 (5.62%) Greenfield Project
5 25 (5.40%) Management Information System
6 22 (4.75%) FPGA
6 22 (4.75%) Hedge funds
7 18 (3.89%) Derivative
8 15 (3.24%) Fixed Income
8 15 (3.24%) Product Ownership
9 13 (2.81%) Cloud Native
9 13 (2.81%) PCIe
9 13 (2.81%) Social Media
10 12 (2.59%) VHDL
10 12 (2.59%) Video\Live Streaming
11 10 (2.16%) Analytical Mindset
12 9 (1.94%) NVMe
12 9 (1.94%) Onboarding
13 8 (1.73%) Embedded Systems
14 7 (1.51%) Public Cloud
Operating Systems
1 51 (11.02%) Linux
2 6 (1.30%) Windows
3 4 (0.86%) Android
3 4 (0.86%) Apple iOS
3 4 (0.86%) Windows Server 2008
3 4 (0.86%) Windows Server 2012
3 4 (0.86%) Windows Server 2016
3 4 (0.86%) Windows Server 2019
4 3 (0.65%) Robot Operating System
4 3 (0.65%) Windows Server
5 2 (0.43%) Unix
6 1 (0.22%) FreeRTOS
Processes & Methodologies
1 169 (36.50%) Machine Learning
2 165 (35.64%) AI
3 164 (35.42%) Software Engineering
4 132 (28.51%) Computer Science
5 99 (21.38%) Analytics
6 98 (21.17%) OOP
7 92 (19.87%) OO
8 91 (19.65%) Data Science
9 87 (18.79%) Visualisation
10 78 (16.85%) Workflow
11 73 (15.77%) LLM
12 63 (13.61%) Agile
13 62 (13.39%) Problem-Solving
14 59 (12.74%) Neural Network
15 57 (12.31%) Retrieval-Augmented Generation
16 56 (12.10%) Customer Service
16 56 (12.10%) Data Privacy
16 56 (12.10%) Technical Leadership
17 55 (11.88%) Artificial Intelligence Engineering
17 55 (11.88%) Prompt Engineering
Programming Languages
1 297 (64.15%) Python
2 115 (24.84%) C++
3 55 (11.88%) SQL
4 38 (8.21%) C
5 35 (7.56%) C#
6 21 (4.54%) Java
7 17 (3.67%) R
8 13 (2.81%) Go
8 13 (2.81%) Rust
9 11 (2.38%) Assembly Language
10 10 (2.16%) MATLAB
11 9 (1.94%) JavaScript
12 7 (1.51%) TypeScript
13 5 (1.08%) Scala
14 4 (0.86%) T-SQL
15 3 (0.65%) VBA
15 3 (0.65%) VC++
16 2 (0.43%) Embedded C
16 2 (0.43%) Embedded C++
16 2 (0.43%) Julia
Qualifications
1 112 (24.19%) Degree
2 58 (12.53%) AWS Certification
3 54 (11.66%) AWS Certified Cloud Practitioner
4 42 (9.07%) Computer Science Degree
5 38 (8.21%) Master's Degree
6 28 (6.05%) PhD
7 19 (4.10%) Security Cleared
8 16 (3.46%) BPSS Clearance
9 9 (1.94%) DV Cleared
9 9 (1.94%) SC Cleared
10 5 (1.08%) MBA
11 4 (0.86%) Postgraduate
12 3 (0.65%) DBS Check
13 1 (0.22%) CEH
13 1 (0.22%) CISM
13 1 (0.22%) CISSP
13 1 (0.22%) GIAC
13 1 (0.22%) ITIL Certification
13 1 (0.22%) Microsoft Certification
13 1 (0.22%) Microsoft Certified Professional
Quality Assurance & Compliance
1 42 (9.07%) QA
2 23 (4.97%) Accessibility
3 20 (4.32%) Data Quality
4 16 (3.46%) ISO/IEC 15288
5 5 (1.08%) Actionable Recommendations
6 4 (0.86%) GDPR
6 4 (0.86%) IEC 61508
6 4 (0.86%) ISO 26262
7 3 (0.65%) EMIR
8 2 (0.43%) NIST
9 1 (0.22%) AUTOSAR
9 1 (0.22%) EU AI Act
9 1 (0.22%) HIPAA
9 1 (0.22%) NIST 800
9 1 (0.22%) PCI DSS
9 1 (0.22%) Sarbanes-Oxley
System Software
1 23 (4.97%) Firmware
2 17 (3.67%) Docker
3 13 (2.81%) Embedded Firmware
4 4 (0.86%) Active Directory
4 4 (0.86%) Hyper-V
4 4 (0.86%) VMware ESXi
4 4 (0.86%) VMware Infrastructure
5 1 (0.22%) IAG
Systems Management
1 10 (2.16%) Kubernetes
2 6 (1.30%) Terraform
3 5 (1.08%) Kubeflow
4 4 (0.86%) SCCM
4 4 (0.86%) SCOM
4 4 (0.86%) Tivoli Identity Manager
5 1 (0.22%) Grafana
Vendors
1 62 (13.39%) Microsoft
2 55 (11.88%) Google
3 20 (4.32%) IBM
4 13 (2.81%) Altera
4 13 (2.81%) Databricks
5 12 (2.59%) Screaming Frog
6 10 (2.16%) Xilinx
7 8 (1.73%) YouTube
8 6 (1.30%) Ahrefs
8 6 (1.30%) Botify
9 5 (1.08%) BT
9 5 (1.08%) Oracle
10 4 (0.86%) Dell
10 4 (0.86%) Facebook
10 4 (0.86%) HP
10 4 (0.86%) McAfee
10 4 (0.86%) Remedy
10 4 (0.86%) VMware
11 3 (0.65%) Adobe
11 3 (0.65%) Rockwell