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

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 323 182 113
Rank change year-on-year -141 -69 +97
Permanent jobs citing Algorithms 515 812 2,322
As % of all permanent jobs in the UK 0.56% 1.87% 2.42%
As % of the Miscellaneous category 2.02% 4.59% 6.72%
Number of salaries quoted 323 395 755
10th Percentile £33,750 £43,750 £38,750
25th Percentile £34,875 £52,000 £50,000
Median annual salary (50th Percentile) £61,250 £65,000 £65,000
Median % change year-on-year -5.77% - -10.96%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £111,250 £112,000 £103,474
UK excluding London median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +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 25,471 17,709 34,562
As % of all permanent jobs advertised in the UK 27.90% 40.74% 36.06%
Number of salaries quoted 13,305 9,285 22,994
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,000 £42,500 £38,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +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 6 May 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 6 May 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 -129 462 £65,000 -7.14% 305
UK excluding London -157 283 £55,000 -11.29% 230
London -48 204 £95,000 -7.32% 111
Work from Home -132 111 £60,000 - 87
South East -89 98 £60,000 -3.23% 86
North of England -51 60 £37,500 -47.91% 32
South West -82 40 £60,000 -14.29% 36
Midlands -43 33 £55,000 -8.33% 24
North West -32 30 £37,500 -56.88% 15
East of England -91 29 £37,500 -42.31% 42
West Midlands -20 22 £46,500 -22.50% 9
Yorkshire -45 21 £37,500 -16.67% 8
Scotland -31 14 £39,500 -12.22% 12
East Midlands -51 10 £75,000 +25.00% 15
North East -26 9 £37,500 -63.86% 9
Wales -38 7 £57,500 -5.74% 3
Northern Ireland -35 2 £39,500 - 3

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 55 (10.68%) Jupyter
2 20 (3.88%) ArcGIS
3 11 (2.14%) Apache Spark
4 10 (1.94%) CMS
5 9 (1.75%) Apache Airflow
6 5 (0.97%) IIS
7 2 (0.39%) Confluence
8 1 (0.19%) Apache
8 1 (0.19%) Apache Pulsar
8 1 (0.19%) Drupal
8 1 (0.19%) Kinematics
8 1 (0.19%) SharePoint
8 1 (0.19%) WordPress
Applications
1 54 (10.49%) Chatbot
2 8 (1.55%) Simulink
3 4 (0.78%) Microsoft Office
4 3 (0.58%) CATIA
4 3 (0.58%) Microsoft Excel
5 2 (0.39%) OrCAD
6 1 (0.19%) Microsoft PowerPoint
Business Applications
1 12 (2.33%) Towers Watson Igloo
2 4 (0.78%) Distributed Ledger
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
3 1 (0.19%) Salesforce CRM
Cloud Services
1 142 (27.57%) AWS
2 74 (14.37%) Azure
3 59 (11.46%) Cloud Computing
4 40 (7.77%) GCP
5 15 (2.91%) GitHub
5 15 (2.91%) Google Analytics
6 13 (2.52%) Power Platform
7 10 (1.94%) Azure Machine Learning
8 6 (1.17%) Amazon EKS
8 6 (1.17%) Slack
8 6 (1.17%) Snowflake
9 5 (0.97%) Prefect
10 4 (0.78%) Google Ads
10 4 (0.78%) SaaS
11 2 (0.39%) Amazon SageMaker
11 2 (0.39%) AWS Lambda
11 2 (0.39%) Azure DevOps
11 2 (0.39%) Firebase
11 2 (0.39%) Google App Engine
11 2 (0.39%) Serverless
Communications & Networking
1 15 (2.91%) Broadband
1 15 (2.91%) Multicast
2 6 (1.17%) Ethernet
3 5 (0.97%) Software-Defined Radio
4 4 (0.78%) Internet
4 4 (0.78%) Network Security
5 3 (0.58%) TCP/IP
5 3 (0.58%) Wi-Fi
6 1 (0.19%) Firewall
6 1 (0.19%) IPsec
6 1 (0.19%) S/MIME
6 1 (0.19%) VPN
6 1 (0.19%) X.509
Database & Business Intelligence
1 28 (5.44%) BigQuery
2 25 (4.85%) Elasticsearch
3 22 (4.27%) GIS
4 21 (4.08%) QGIS
4 21 (4.08%) Spatial Data
5 20 (3.88%) Metadata
6 15 (2.91%) Big Data
7 14 (2.72%) PostgreSQL
8 11 (2.14%) Hadoop
8 11 (2.14%) MongoDB
8 11 (2.14%) NoSQL
8 11 (2.14%) Power BI
9 10 (1.94%) Tableau
10 6 (1.17%) Data Mining
11 5 (0.97%) Amazon Athena
12 4 (0.78%) SQL Server
13 3 (0.58%) Relational Database
14 2 (0.39%) DynamoDB
15 1 (0.19%) Amazon RDS
15 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.37%) Visual Studio Code
2 59 (11.46%) Git
3 28 (5.44%) Rational DOORS
4 17 (3.30%) JIRA
5 16 (3.11%) GitLab
6 3 (0.58%) MLflow
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 149 (28.93%) Finance
2 72 (13.98%) Analytical Skills
3 70 (13.59%) Retail
4 66 (12.82%) Social Skills
5 60 (11.65%) Manufacturing
6 43 (8.35%) Marketing
7 29 (5.63%) Front Office
8 26 (5.05%) Electronics
9 22 (4.27%) Games
9 22 (4.27%) Inclusion and Diversity
10 19 (3.69%) Banking
11 13 (2.52%) Automotive
12 12 (2.33%) Aerospace
13 11 (2.14%) Advertising
14 8 (1.55%) Financial Institution
15 7 (1.36%) Legal
16 6 (1.17%) Law
17 5 (0.97%) Aviation
17 5 (0.97%) Documentation Skills
17 5 (0.97%) Pharmaceutical
Job Titles
1 126 (24.47%) Software Engineer
2 107 (20.78%) Senior
3 87 (16.89%) Developer
4 52 (10.10%) Artificial Intelligence Programmer
4 52 (10.10%) Programmer
5 51 (9.90%) Trainee
5 51 (9.90%) Trainee Programmer
6 47 (9.13%) Python Developer
7 44 (8.54%) Senior Software Engineer
8 41 (7.96%) Senior Developer
9 39 (7.57%) C++ Software Engineer
10 23 (4.47%) Principal Engineer
10 23 (4.47%) Python Engineer
11 22 (4.27%) Consultant
11 22 (4.27%) Quantitative Developer
11 22 (4.27%) Senior Python Developer
11 22 (4.27%) Systems Engineer
12 21 (4.08%) FPGA Engineer
12 21 (4.08%) Python Software Engineer
12 21 (4.08%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (15.73%) Pandas
2 80 (15.53%) NumPy
3 60 (11.65%) scikit-learn
4 58 (11.26%) Matplotlib
5 56 (10.87%) Streamlit
6 55 (10.68%) Hugging Face
7 47 (9.13%) PyTorch
8 45 (8.74%) Boost C++ Libraries
9 30 (5.83%) Django
10 27 (5.24%) TensorFlow
11 22 (4.27%) FIX Protocol
12 15 (2.91%) pytest
13 14 (2.72%) .NET
14 13 (2.52%) HTML
15 12 (2.33%) RESTful
16 11 (2.14%) REST
17 10 (1.94%) React
18 8 (1.55%) CSS
18 8 (1.55%) OpenCV
19 7 (1.36%) Flask
Miscellaneous
1 85 (16.50%) Data Structures
2 54 (10.49%) Distributed Systems
3 39 (7.57%) Equities
4 29 (5.63%) FPGA
5 26 (5.05%) Management Information System
6 25 (4.85%) Greenfield Project
7 22 (4.27%) Hedge funds
7 22 (4.27%) Product Ownership
8 18 (3.50%) Derivative
8 18 (3.50%) PCIe
8 18 (3.50%) VHDL
9 17 (3.30%) Embedded Systems
10 15 (2.91%) Fixed Income
11 14 (2.72%) Onboarding
12 13 (2.52%) Video\Live Streaming
13 12 (2.33%) NVMe
14 11 (2.14%) Cloud Native
15 8 (1.55%) Public Cloud
16 7 (1.36%) Analytical Mindset
16 7 (1.36%) Driving Licence
Operating Systems
1 58 (11.26%) Linux
2 7 (1.36%) Windows
3 5 (0.97%) Windows Server 2008
3 5 (0.97%) Windows Server 2012
3 5 (0.97%) Windows Server 2016
3 5 (0.97%) Windows Server 2019
4 4 (0.78%) Windows Server
5 3 (0.58%) Android
5 3 (0.58%) Apple iOS
5 3 (0.58%) Robot Operating System
6 2 (0.39%) Unix
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 205 (39.81%) Software Engineering
2 171 (33.20%) Machine Learning
3 161 (31.26%) AI
4 143 (27.77%) Computer Science
5 99 (19.22%) Data Science
6 97 (18.83%) Analytics
7 96 (18.64%) OOP
8 94 (18.25%) OO
9 89 (17.28%) Visualisation
10 78 (15.15%) Agile
11 77 (14.95%) Workflow
12 70 (13.59%) LLM
13 65 (12.62%) Problem-Solving
14 57 (11.07%) Neural Network
15 56 (10.87%) Continuous Improvement
15 56 (10.87%) Customer Service
15 56 (10.87%) Retrieval-Augmented Generation
16 55 (10.68%) Data Privacy
17 54 (10.49%) Mathematics
17 54 (10.49%) Sentiment Analysis
Programming Languages
1 329 (63.88%) Python
2 138 (26.80%) C++
3 51 (9.90%) SQL
4 45 (8.74%) C
4 45 (8.74%) C#
5 20 (3.88%) Java
6 18 (3.50%) Rust
7 14 (2.72%) Assembly Language
7 14 (2.72%) Go
7 14 (2.72%) MATLAB
7 14 (2.72%) R
8 9 (1.75%) TypeScript
9 6 (1.17%) JavaScript
10 5 (0.97%) Embedded C
10 5 (0.97%) Embedded C++
10 5 (0.97%) Scala
11 4 (0.78%) T-SQL
11 4 (0.78%) VBA
12 3 (0.58%) Julia
12 3 (0.58%) VC++
Qualifications
1 116 (22.52%) Degree
2 60 (11.65%) AWS Certification
3 54 (10.49%) AWS Certified Cloud Practitioner
4 42 (8.16%) Computer Science Degree
5 41 (7.96%) Security Cleared
6 37 (7.18%) Master's Degree
7 28 (5.44%) PhD
8 22 (4.27%) SC Cleared
9 18 (3.50%) BPSS Clearance
10 16 (3.11%) DV Cleared
11 5 (0.97%) MBA
12 4 (0.78%) Postgraduate
13 3 (0.58%) DBS Check
14 1 (0.19%) CEH
14 1 (0.19%) CISM
14 1 (0.19%) CISSP
14 1 (0.19%) GIAC
14 1 (0.19%) ITIL Certification
14 1 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 42 (8.16%) QA
2 21 (4.08%) Accessibility
3 19 (3.69%) Data Quality
4 18 (3.50%) ISO/IEC 15288
5 6 (1.17%) GDPR
6 5 (0.97%) Actionable Recommendations
7 4 (0.78%) IEC 61508
7 4 (0.78%) ISO 26262
8 3 (0.58%) EMIR
9 2 (0.39%) ISO/IEC 12207
10 1 (0.19%) AUTOSAR
10 1 (0.19%) HIPAA
10 1 (0.19%) NIST
10 1 (0.19%) NIST 800
10 1 (0.19%) PCI DSS
10 1 (0.19%) Sarbanes-Oxley
System Software
1 32 (6.21%) Firmware
2 26 (5.05%) Docker
3 16 (3.11%) Embedded Firmware
4 5 (0.97%) Active Directory
4 5 (0.97%) Hyper-V
4 5 (0.97%) VMware ESXi
4 5 (0.97%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 12 (2.33%) Kubernetes
2 8 (1.55%) Terraform
3 6 (1.17%) Kubeflow
4 5 (0.97%) SCCM
4 5 (0.97%) SCOM
4 5 (0.97%) Tivoli Identity Manager
5 1 (0.19%) Grafana
Vendors
1 61 (11.84%) Microsoft
2 55 (10.68%) Google
3 21 (4.08%) IBM
4 16 (3.11%) Altera
5 14 (2.72%) Databricks
6 13 (2.52%) Xilinx
7 9 (1.75%) Screaming Frog
8 6 (1.17%) Botify
9 5 (0.97%) BT
9 5 (0.97%) Dell
9 5 (0.97%) HP
9 5 (0.97%) McAfee
9 5 (0.97%) VMware
10 3 (0.58%) Ahrefs
10 3 (0.58%) Oracle
10 3 (0.58%) Rockwell
11 2 (0.39%) Thales
11 2 (0.39%) YouTube
12 1 (0.19%) NVIDIA
12 1 (0.19%) OpenAI