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

6 months to
4 Apr 2026
Same period 2025 Same period 2024
Rank 324 151 120
Rank change year-on-year -173 -31 +52
Permanent jobs citing Algorithms 449 821 2,129
As % of all permanent jobs in the UK 0.56% 2.01% 2.34%
As % of the Miscellaneous category 1.88% 5.17% 6.44%
Number of salaries quoted 256 412 712
10th Percentile - £43,750 £41,250
25th Percentile £33,750 £52,000 £50,000
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - -13.33%
75th Percentile £100,000 £86,250 £85,000
90th Percentile £112,500 £115,000 £111,746
UK excluding London median annual salary £45,000 £62,000 £60,000
% change year-on-year -27.42% +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 23,843 15,870 33,044
As % of all permanent jobs advertised in the UK 29.63% 38.78% 36.32%
Number of salaries quoted 12,239 8,989 22,525
10th Percentile £29,250 £32,000 £28,141
25th Percentile £39,000 £43,750 £38,500
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +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 £55,000 £50,000
% change year-on-year -9.09% +10.00% -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 4 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 4 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 -172 398 £65,000 - 407
UK excluding London -224 217 £45,000 -27.42% 335
London -35 195 £100,000 -4.76% 126
Work from Home -142 102 £60,000 - 115
South East -135 57 £60,000 -4.00% 101
North of England -74 49 £37,500 -47.91% 56
South West -92 33 £40,792 -32.01% 56
Midlands -58 31 £52,500 -12.50% 48
East of England -96 29 £42,500 -44.08% 48
North West -34 28 £37,500 -57.70% 28
West Midlands -15 20 £40,250 -32.92% 21
Yorkshire -59 14 £37,500 -28.57% 15
Scotland -44 11 £37,500 -16.67% 18
East Midlands -58 10 £75,000 +25.00% 27
North East -21 7 £37,500 -63.86% 14
Wales -35 7 £57,500 -4.17% 8

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 (12.03%) Jupyter
2 20 (4.45%) ArcGIS
3 12 (2.67%) Apache Spark
4 10 (2.23%) CMS
5 9 (2.00%) Apache Airflow
6 5 (1.11%) IIS
7 4 (0.89%) Kinematics
8 2 (0.45%) Apache
8 2 (0.45%) Confluence
9 1 (0.22%) Drupal
9 1 (0.22%) SharePoint
9 1 (0.22%) WordPress
Applications
1 54 (12.03%) Chatbot
2 4 (0.89%) Microsoft Office
2 4 (0.89%) Simulink
3 3 (0.67%) Adobe Creative Suite
3 3 (0.67%) Adobe Premiere
3 3 (0.67%) Final Cut Pro
4 2 (0.45%) CATIA
4 2 (0.45%) Microsoft Excel
4 2 (0.45%) OrCAD
5 1 (0.22%) Microsoft PowerPoint
Business Applications
1 8 (1.78%) Towers Watson Igloo
2 4 (0.89%) Distributed Ledger
3 1 (0.22%) Bloomberg AIM
3 1 (0.22%) Fidessa
3 1 (0.22%) Salesforce CRM
Cloud Services
1 137 (30.51%) AWS
2 70 (15.59%) Azure
3 58 (12.92%) Cloud Computing
4 41 (9.13%) GCP
5 18 (4.01%) GitHub
6 15 (3.34%) Google Analytics
7 13 (2.90%) Power Platform
8 10 (2.23%) Azure Machine Learning
9 6 (1.34%) Snowflake
10 5 (1.11%) Amazon EKS
10 5 (1.11%) Prefect
10 5 (1.11%) Slack
11 4 (0.89%) SaaS
12 3 (0.67%) Canva
12 3 (0.67%) Firebase
12 3 (0.67%) Google Tag Manager
13 2 (0.45%) Amazon SageMaker
13 2 (0.45%) Google App Engine
13 2 (0.45%) Serverless
14 1 (0.22%) PaaS
Communications & Networking
1 15 (3.34%) Broadband
1 15 (3.34%) Multicast
2 6 (1.34%) Ethernet
2 6 (1.34%) Software-Defined Radio
3 4 (0.89%) Network Security
3 4 (0.89%) TCP/IP
4 2 (0.45%) Internet
5 1 (0.22%) IPsec
5 1 (0.22%) S/MIME
5 1 (0.22%) VPN
5 1 (0.22%) X.509
Database & Business Intelligence
1 27 (6.01%) BigQuery
2 24 (5.35%) Elasticsearch
3 21 (4.68%) GIS
3 21 (4.68%) QGIS
3 21 (4.68%) Spatial Data
4 19 (4.23%) Metadata
5 15 (3.34%) Big Data
6 14 (3.12%) PostgreSQL
7 12 (2.67%) MongoDB
8 11 (2.45%) Hadoop
8 11 (2.45%) NoSQL
8 11 (2.45%) Power BI
8 11 (2.45%) Tableau
9 6 (1.34%) Data Mining
10 5 (1.11%) Relational Database
11 4 (0.89%) Amazon Athena
11 4 (0.89%) SQL Server
12 2 (0.45%) Data Lake
13 1 (0.22%) Geospatial Data
13 1 (0.22%) TimescaleDB
Development Applications
1 58 (12.92%) Visual Studio Code
2 38 (8.46%) Git
3 24 (5.35%) Rational DOORS
4 17 (3.79%) JIRA
5 4 (0.89%) GitLab
6 3 (0.67%) MLflow
7 1 (0.22%) Bitbucket
7 1 (0.22%) Jenkins
General
1 149 (33.18%) Finance
2 75 (16.70%) Analytical Skills
3 72 (16.04%) Social Skills
4 70 (15.59%) Retail
5 59 (13.14%) Manufacturing
6 45 (10.02%) Marketing
7 32 (7.13%) Front Office
8 31 (6.90%) Electronics
9 22 (4.90%) Games
10 20 (4.45%) Banking
11 13 (2.90%) Automotive
12 11 (2.45%) Inclusion and Diversity
12 11 (2.45%) Legal
13 10 (2.23%) Financial Institution
13 10 (2.23%) Public Sector
14 8 (1.78%) Aerospace
14 8 (1.78%) Presentation Skills
15 6 (1.34%) Law
16 5 (1.11%) Documentation Skills
16 5 (1.11%) Pharmaceutical
Job Titles
1 85 (18.93%) Senior
2 84 (18.71%) Software Engineer
3 77 (17.15%) Developer
4 52 (11.58%) Artificial Intelligence Programmer
4 52 (11.58%) Programmer
5 51 (11.36%) Trainee
5 51 (11.36%) Trainee Programmer
6 38 (8.46%) Python Developer
7 36 (8.02%) Senior Developer
8 34 (7.57%) C++ Software Engineer
9 28 (6.24%) Senior Software Engineer
10 23 (5.12%) Lead
10 23 (5.12%) Principal Engineer
11 22 (4.90%) Consultant
11 22 (4.90%) Quantitative Developer
12 21 (4.68%) Senior Python Developer
12 21 (4.68%) Systems Engineer
13 20 (4.45%) Artificial Intelligence Consultant
13 20 (4.45%) Senior Quantitative Developer
13 20 (4.45%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 76 (16.93%) Pandas
2 75 (16.70%) NumPy
3 63 (14.03%) scikit-learn
4 58 (12.92%) Matplotlib
5 56 (12.47%) Streamlit
6 55 (12.25%) Hugging Face
7 50 (11.14%) PyTorch
8 43 (9.58%) Boost C++ Libraries
9 32 (7.13%) TensorFlow
10 31 (6.90%) Django
11 24 (5.35%) FIX Protocol
12 15 (3.34%) .NET
12 15 (3.34%) pytest
13 13 (2.90%) React
13 13 (2.90%) REST
13 13 (2.90%) RESTful
14 11 (2.45%) HTML
15 8 (1.78%) Flask
15 8 (1.78%) OpenCV
16 7 (1.56%) FastAPI
Miscellaneous
1 78 (17.37%) Data Structures
2 48 (10.69%) Distributed Systems
3 41 (9.13%) Equities
4 27 (6.01%) Greenfield Project
4 27 (6.01%) Management Information System
5 21 (4.68%) FPGA
5 21 (4.68%) Hedge funds
6 20 (4.45%) Derivative
7 16 (3.56%) Cloud Native
7 16 (3.56%) Fixed Income
8 15 (3.34%) Product Ownership
9 13 (2.90%) Social Media
10 12 (2.67%) PCIe
10 12 (2.67%) Video\Live Streaming
11 11 (2.45%) VHDL
12 10 (2.23%) Analytical Mindset
13 9 (2.00%) Embedded Systems
14 8 (1.78%) NVMe
14 8 (1.78%) Self-Motivation
15 7 (1.56%) Low-Code
Operating Systems
1 49 (10.91%) Linux
2 4 (0.89%) Android
2 4 (0.89%) Apple iOS
2 4 (0.89%) Windows
3 3 (0.67%) Robot Operating System
3 3 (0.67%) Windows Server 2008
3 3 (0.67%) Windows Server 2012
3 3 (0.67%) Windows Server 2016
3 3 (0.67%) Windows Server 2019
4 2 (0.45%) Unix
4 2 (0.45%) Windows Server
5 1 (0.22%) FreeRTOS
Processes & Methodologies
1 174 (38.75%) Machine Learning
2 171 (38.08%) AI
3 155 (34.52%) Software Engineering
4 128 (28.51%) Computer Science
5 101 (22.49%) Analytics
6 96 (21.38%) OOP
7 94 (20.94%) Data Science
8 91 (20.27%) OO
9 86 (19.15%) Visualisation
10 79 (17.59%) Workflow
11 74 (16.48%) LLM
12 61 (13.59%) Agile
13 60 (13.36%) Neural Network
14 59 (13.14%) Data Privacy
15 58 (12.92%) Technical Leadership
16 57 (12.69%) Customer Service
16 57 (12.69%) Retrieval-Augmented Generation
17 55 (12.25%) Artificial Intelligence Engineering
17 55 (12.25%) Problem-Solving
17 55 (12.25%) Prompt Engineering
Programming Languages
1 288 (64.14%) Python
2 108 (24.05%) C++
3 53 (11.80%) SQL
4 37 (8.24%) C
5 33 (7.35%) C#
6 22 (4.90%) Java
7 17 (3.79%) R
8 13 (2.90%) Go
9 12 (2.67%) Rust
10 10 (2.23%) Assembly Language
10 10 (2.23%) JavaScript
11 9 (2.00%) MATLAB
12 7 (1.56%) TypeScript
13 5 (1.11%) Scala
14 4 (0.89%) T-SQL
15 3 (0.67%) VBA
15 3 (0.67%) VC++
16 2 (0.45%) Bash
16 2 (0.45%) Embedded C
16 2 (0.45%) Embedded C++
Qualifications
1 112 (24.94%) Degree
2 58 (12.92%) AWS Certification
3 54 (12.03%) AWS Certified Cloud Practitioner
4 42 (9.35%) Computer Science Degree
5 35 (7.80%) Master's Degree
6 31 (6.90%) PhD
7 16 (3.56%) BPSS Clearance
8 15 (3.34%) Security Cleared
9 8 (1.78%) DV Cleared
10 7 (1.56%) SC Cleared
11 5 (1.11%) MBA
12 4 (0.89%) CISM
12 4 (0.89%) CISSP
12 4 (0.89%) Postgraduate
13 3 (0.67%) CISA
13 3 (0.67%) CRISC
13 3 (0.67%) DBS Check
14 1 (0.22%) CEH
14 1 (0.22%) GIAC
14 1 (0.22%) Microsoft Certification
Quality Assurance & Compliance
1 42 (9.35%) QA
2 25 (5.57%) Accessibility
3 24 (5.35%) Data Quality
4 16 (3.56%) ISO/IEC 15288
5 5 (1.11%) Actionable Recommendations
6 4 (0.89%) IEC 61508
6 4 (0.89%) ISO 26262
7 3 (0.67%) Cyber Essentials
7 3 (0.67%) EMIR
7 3 (0.67%) GDPR
7 3 (0.67%) ISO/IEC 27001
8 2 (0.45%) CDISC
8 2 (0.45%) GxP
8 2 (0.45%) HL7
8 2 (0.45%) NIST
9 1 (0.22%) AUTOSAR
9 1 (0.22%) EU AI Act
9 1 (0.22%) HIPAA
9 1 (0.22%) PCI DSS
9 1 (0.22%) Sarbanes-Oxley
System Software
1 22 (4.90%) Firmware
2 15 (3.34%) Docker
3 12 (2.67%) Embedded Firmware
4 3 (0.67%) Active Directory
4 3 (0.67%) Hyper-V
4 3 (0.67%) VMware ESXi
4 3 (0.67%) VMware Infrastructure
5 1 (0.22%) IAG
Systems Management
1 11 (2.45%) Kubernetes
2 5 (1.11%) Kubeflow
2 5 (1.11%) Terraform
3 3 (0.67%) SCCM
3 3 (0.67%) SCOM
3 3 (0.67%) Tivoli Identity Manager
4 1 (0.22%) Grafana
Vendors
1 61 (13.59%) Microsoft
2 53 (11.80%) Google
3 19 (4.23%) IBM
4 13 (2.90%) Databricks
5 12 (2.67%) Altera
5 12 (2.67%) Screaming Frog
6 9 (2.00%) Xilinx
7 8 (1.78%) YouTube
8 6 (1.34%) Ahrefs
8 6 (1.34%) Botify
8 6 (1.34%) Oracle
9 5 (1.11%) BT
10 4 (0.89%) Remedy
11 3 (0.67%) Adobe
11 3 (0.67%) Dell
11 3 (0.67%) Facebook
11 3 (0.67%) HP
11 3 (0.67%) Instagram
11 3 (0.67%) McAfee
11 3 (0.67%) VMware