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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 336 156 123
Rank change year-on-year -180 -33 +44
Permanent jobs citing Algorithms 468 811 2,211
As % of all permanent jobs in the UK 0.55% 1.96% 2.35%
As % of the Miscellaneous category 1.89% 4.95% 6.49%
Number of salaries quoted 276 393 741
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 £96,563 £87,500 £85,000
90th Percentile £111,250 £114,500 £111,746
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 24,769 16,383 34,048
As % of all permanent jobs advertised in the UK 28.89% 39.50% 36.20%
Number of salaries quoted 12,698 9,112 22,964
10th Percentile £29,750 £31,750 £28,000
25th Percentile £40,000 £42,500 £38,000
Median annual salary (50th Percentile) £58,739 £60,000 £55,000
Median % change year-on-year -2.10% +9.09% -15.38%
75th Percentile £80,000 £82,500 £75,000
90th Percentile £100,000 £113,725 £97,500
UK excluding London median annual salary £50,000 £53,000 £50,000
% change year-on-year -5.66% +6.00% -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 16 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 16 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 -166 415 £60,000 -14.29% 308
UK excluding London -195 238 £50,000 -19.35% 252
London -37 192 £95,000 -8.43% 93
Work from Home -151 104 £57,500 -4.17% 118
South East -133 67 £60,000 -3.23% 90
North of England -63 55 £37,500 -47.91% 38
South West -95 38 £50,000 -16.67% 38
Midlands -54 30 £50,000 -16.67% 26
East of England -104 29 £37,500 -50.66% 42
North West -37 28 £37,500 -57.70% 15
West Midlands -14 19 £37,500 -37.50% 12
Yorkshire -50 19 £37,500 -28.57% 12
Scotland -37 12 £38,500 -14.44% 17
East Midlands -64 10 £75,000 +25.00% 14
North East -31 8 £37,500 -63.86% 11
Wales -36 7 £57,500 -4.17% 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 54 (11.54%) Jupyter
2 20 (4.27%) ArcGIS
3 11 (2.35%) Apache Spark
4 10 (2.14%) CMS
5 9 (1.92%) Apache Airflow
6 5 (1.07%) IIS
7 3 (0.64%) Kinematics
8 2 (0.43%) Apache
8 2 (0.43%) Confluence
9 1 (0.21%) Drupal
9 1 (0.21%) SharePoint
9 1 (0.21%) WordPress
Applications
1 54 (11.54%) Chatbot
2 4 (0.85%) Microsoft Office
2 4 (0.85%) Simulink
3 3 (0.64%) Adobe Creative Suite
3 3 (0.64%) Adobe Premiere
3 3 (0.64%) CATIA
3 3 (0.64%) Final Cut Pro
4 2 (0.43%) Microsoft Excel
4 2 (0.43%) OrCAD
5 1 (0.21%) Microsoft PowerPoint
Business Applications
1 10 (2.14%) Towers Watson Igloo
2 4 (0.85%) Distributed Ledger
3 1 (0.21%) Bloomberg AIM
3 1 (0.21%) Fidessa
3 1 (0.21%) Salesforce CRM
Cloud Services
1 138 (29.49%) AWS
2 72 (15.38%) Azure
3 58 (12.39%) Cloud Computing
4 41 (8.76%) GCP
5 18 (3.85%) GitHub
6 15 (3.21%) Google Analytics
7 13 (2.78%) Power Platform
8 10 (2.14%) Azure Machine Learning
9 6 (1.28%) Snowflake
10 5 (1.07%) Amazon EKS
10 5 (1.07%) Prefect
10 5 (1.07%) Slack
11 4 (0.85%) SaaS
12 3 (0.64%) Canva
12 3 (0.64%) Firebase
12 3 (0.64%) Serverless
13 2 (0.43%) AWS Lambda
13 2 (0.43%) Google Ads
13 2 (0.43%) Google App Engine
13 2 (0.43%) Google Tag Manager
Communications & Networking
1 15 (3.21%) Multicast
2 14 (2.99%) Broadband
3 6 (1.28%) Ethernet
4 5 (1.07%) Software-Defined Radio
5 4 (0.85%) Network Security
5 4 (0.85%) TCP/IP
6 3 (0.64%) Wi-Fi
7 1 (0.21%) Internet
7 1 (0.21%) IPsec
7 1 (0.21%) S/MIME
7 1 (0.21%) VPN
7 1 (0.21%) X.509
Database & Business Intelligence
1 27 (5.77%) BigQuery
2 24 (5.13%) Elasticsearch
3 21 (4.49%) GIS
3 21 (4.49%) QGIS
3 21 (4.49%) Spatial Data
4 19 (4.06%) Metadata
5 15 (3.21%) Big Data
6 14 (2.99%) PostgreSQL
7 11 (2.35%) Hadoop
7 11 (2.35%) MongoDB
7 11 (2.35%) NoSQL
7 11 (2.35%) Power BI
7 11 (2.35%) Tableau
8 6 (1.28%) Data Mining
9 5 (1.07%) Amazon Athena
10 4 (0.85%) Relational Database
10 4 (0.85%) SQL Server
11 2 (0.43%) DynamoDB
12 1 (0.21%) Amazon Redshift
12 1 (0.21%) MySQL
Development Applications
1 64 (13.68%) Visual Studio Code
2 47 (10.04%) Git
3 26 (5.56%) Rational DOORS
4 17 (3.63%) JIRA
5 10 (2.14%) GitLab
6 3 (0.64%) MLflow
7 1 (0.21%) Bitbucket
7 1 (0.21%) Jenkins
General
1 145 (30.98%) Finance
2 75 (16.03%) Analytical Skills
3 70 (14.96%) Retail
4 69 (14.74%) Social Skills
5 62 (13.25%) Manufacturing
6 47 (10.04%) Marketing
7 30 (6.41%) Front Office
8 29 (6.20%) Electronics
9 22 (4.70%) Games
10 20 (4.27%) Banking
11 13 (2.78%) Automotive
12 12 (2.56%) Inclusion and Diversity
13 9 (1.92%) Aerospace
13 9 (1.92%) Financial Institution
13 9 (1.92%) Legal
13 9 (1.92%) Public Sector
14 7 (1.50%) Law
15 6 (1.28%) Advertising
16 5 (1.07%) Pharmaceutical
16 5 (1.07%) Presentation Skills
Job Titles
1 94 (20.09%) Software Engineer
2 88 (18.80%) Senior
3 82 (17.52%) Developer
4 52 (11.11%) Artificial Intelligence Programmer
4 52 (11.11%) Programmer
5 51 (10.90%) Trainee
5 51 (10.90%) Trainee Programmer
6 43 (9.19%) Python Developer
7 38 (8.12%) Senior Developer
8 36 (7.69%) C++ Software Engineer
9 33 (7.05%) Senior Software Engineer
10 23 (4.91%) Principal Engineer
11 22 (4.70%) Consultant
12 21 (4.49%) Python Engineer
12 21 (4.49%) Quantitative Developer
12 21 (4.49%) Senior Python Developer
12 21 (4.49%) Systems Engineer
13 20 (4.27%) Artificial Intelligence Consultant
13 20 (4.27%) Machine Learning Consultant
13 20 (4.27%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (17.31%) Pandas
2 80 (17.09%) NumPy
3 63 (13.46%) scikit-learn
4 58 (12.39%) Matplotlib
5 56 (11.97%) Streamlit
6 55 (11.75%) Hugging Face
7 50 (10.68%) PyTorch
8 42 (8.97%) Boost C++ Libraries
9 30 (6.41%) Django
9 30 (6.41%) TensorFlow
10 23 (4.91%) FIX Protocol
11 15 (3.21%) pytest
12 14 (2.99%) .NET
13 13 (2.78%) RESTful
14 12 (2.56%) HTML
14 12 (2.56%) REST
15 10 (2.14%) React
16 8 (1.71%) OpenCV
17 7 (1.50%) Flask
17 7 (1.50%) SciPy
Miscellaneous
1 80 (17.09%) Data Structures
2 49 (10.47%) Distributed Systems
3 39 (8.33%) Equities
4 25 (5.34%) Greenfield Project
4 25 (5.34%) Management Information System
5 23 (4.91%) FPGA
6 22 (4.70%) Hedge funds
7 18 (3.85%) Derivative
8 17 (3.63%) Product Ownership
9 15 (3.21%) Fixed Income
10 14 (2.99%) PCIe
11 13 (2.78%) Cloud Native
11 13 (2.78%) Social Media
11 13 (2.78%) VHDL
12 12 (2.56%) Video\Live Streaming
13 10 (2.14%) Analytical Mindset
13 10 (2.14%) NVMe
14 9 (1.92%) Embedded Systems
14 9 (1.92%) Onboarding
15 7 (1.50%) Public Cloud
Operating Systems
1 53 (11.32%) Linux
2 6 (1.28%) Windows
3 4 (0.85%) Windows Server 2008
3 4 (0.85%) Windows Server 2012
3 4 (0.85%) Windows Server 2016
3 4 (0.85%) Windows Server 2019
4 3 (0.64%) Android
4 3 (0.64%) Apple iOS
4 3 (0.64%) Robot Operating System
4 3 (0.64%) Windows Server
5 2 (0.43%) Unix
6 1 (0.21%) FreeRTOS
Processes & Methodologies
1 170 (36.32%) Machine Learning
2 168 (35.90%) Software Engineering
3 166 (35.47%) AI
4 132 (28.21%) Computer Science
5 99 (21.15%) Analytics
6 97 (20.73%) OOP
7 93 (19.87%) OO
8 92 (19.66%) Data Science
9 88 (18.80%) Visualisation
10 78 (16.67%) Workflow
11 73 (15.60%) LLM
12 65 (13.89%) Agile
13 63 (13.46%) Problem-Solving
14 59 (12.61%) Neural Network
15 57 (12.18%) Retrieval-Augmented Generation
16 56 (11.97%) Customer Service
16 56 (11.97%) Data Privacy
16 56 (11.97%) Technical Leadership
17 55 (11.75%) Artificial Intelligence Engineering
17 55 (11.75%) Prompt Engineering
Programming Languages
1 302 (64.53%) Python
2 119 (25.43%) C++
3 54 (11.54%) SQL
4 40 (8.55%) C
5 36 (7.69%) C#
6 20 (4.27%) Java
7 17 (3.63%) R
8 14 (2.99%) Rust
9 13 (2.78%) Go
10 12 (2.56%) Assembly Language
11 10 (2.14%) MATLAB
12 7 (1.50%) JavaScript
12 7 (1.50%) TypeScript
13 5 (1.07%) Scala
14 4 (0.85%) T-SQL
15 3 (0.64%) VBA
15 3 (0.64%) VC++
16 2 (0.43%) Bash
16 2 (0.43%) Embedded C
16 2 (0.43%) Embedded C++
Qualifications
1 113 (24.15%) Degree
2 58 (12.39%) AWS Certification
3 54 (11.54%) AWS Certified Cloud Practitioner
4 43 (9.19%) Computer Science Degree
5 37 (7.91%) Master's Degree
6 28 (5.98%) PhD
7 22 (4.70%) Security Cleared
8 16 (3.42%) BPSS Clearance
9 11 (2.35%) SC Cleared
10 10 (2.14%) DV Cleared
11 5 (1.07%) MBA
12 4 (0.85%) Postgraduate
13 3 (0.64%) DBS Check
14 1 (0.21%) CEH
14 1 (0.21%) CISM
14 1 (0.21%) CISSP
14 1 (0.21%) GIAC
14 1 (0.21%) ITIL Certification
14 1 (0.21%) Microsoft Certification
14 1 (0.21%) Microsoft Certified Professional
Quality Assurance & Compliance
1 42 (8.97%) QA
2 23 (4.91%) Accessibility
3 20 (4.27%) Data Quality
4 16 (3.42%) ISO/IEC 15288
5 5 (1.07%) Actionable Recommendations
6 4 (0.85%) GDPR
6 4 (0.85%) IEC 61508
6 4 (0.85%) ISO 26262
7 3 (0.64%) EMIR
8 2 (0.43%) NIST
9 1 (0.21%) AUTOSAR
9 1 (0.21%) EU AI Act
9 1 (0.21%) HIPAA
9 1 (0.21%) NIST 800
9 1 (0.21%) PCI DSS
9 1 (0.21%) Sarbanes-Oxley
System Software
1 24 (5.13%) Firmware
2 19 (4.06%) Docker
3 14 (2.99%) Embedded Firmware
4 4 (0.85%) Active Directory
4 4 (0.85%) Hyper-V
4 4 (0.85%) VMware ESXi
4 4 (0.85%) VMware Infrastructure
5 1 (0.21%) IAG
Systems Management
1 10 (2.14%) Kubernetes
2 6 (1.28%) Terraform
3 5 (1.07%) Kubeflow
4 4 (0.85%) SCCM
4 4 (0.85%) SCOM
4 4 (0.85%) Tivoli Identity Manager
5 1 (0.21%) Grafana
Vendors
1 62 (13.25%) Microsoft
2 55 (11.75%) Google
3 20 (4.27%) IBM
4 14 (2.99%) Altera
5 13 (2.78%) Databricks
6 12 (2.56%) Screaming Frog
7 11 (2.35%) Xilinx
8 8 (1.71%) YouTube
9 6 (1.28%) Ahrefs
9 6 (1.28%) Botify
10 5 (1.07%) BT
11 4 (0.85%) Dell
11 4 (0.85%) Facebook
11 4 (0.85%) HP
11 4 (0.85%) McAfee
11 4 (0.85%) Oracle
11 4 (0.85%) VMware
12 3 (0.64%) Adobe
12 3 (0.64%) Remedy
12 3 (0.64%) Rockwell