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

6 months to
12 May 2026
Same period 2025 Same period 2024
Rank 308 185 115
Rank change year-on-year -123 -70 +95
Permanent jobs citing Algorithms 523 803 2,304
As % of all permanent jobs in the UK 0.58% 1.84% 2.38%
As % of the Miscellaneous category 2.18% 4.39% 6.64%
Number of salaries quoted 328 396 757
10th Percentile £33,750 £43,125 £38,750
25th Percentile £35,375 £52,000 £50,000
Median annual salary (50th Percentile) £64,750 £66,500 £65,000
Median % change year-on-year -2.63% +2.31% -10.65%
75th Percentile £90,000 £85,313 £82,500
90th Percentile £111,250 £111,250 £100,000
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 23,995 18,304 34,688
As % of all permanent jobs advertised in the UK 26.55% 41.86% 35.89%
Number of salaries quoted 13,486 9,288 23,053
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,625 £41,750 £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 12 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 12 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 -121 471 £65,000 -7.14% 270
UK excluding London -136 291 £55,000 -11.29% 208
London -33 204 £95,000 -8.43% 93
Work from Home -116 113 £55,000 -8.33% 105
South East -71 97 £60,000 -3.23% 70
North of England -33 62 £37,500 -48.98% 34
South West -72 42 £60,000 -14.29% 29
East of England -80 36 £37,500 -42.31% 42
Midlands -39 32 £55,000 -8.33% 23
North West -16 30 £37,500 -56.88% 15
West Midlands -24 21 £46,500 -22.50% 8
Yorkshire -47 21 £37,500 -28.57% 10
Scotland -15 14 £39,500 -22.93% 13
North East -31 11 £37,500 -63.86% 9
East Midlands -41 10 £75,000 +25.00% 15
Wales -38 6 £57,500 -7.26% 2
Northern Ireland - 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 (10.52%) Jupyter
2 20 (3.82%) ArcGIS
3 11 (2.10%) Apache Spark
4 10 (1.91%) CMS
5 9 (1.72%) Apache Airflow
6 6 (1.15%) SAS
7 5 (0.96%) IIS
8 2 (0.38%) Confluence
9 1 (0.19%) Apache
9 1 (0.19%) Apache Pulsar
9 1 (0.19%) Drupal
9 1 (0.19%) Kinematics
9 1 (0.19%) SharePoint
9 1 (0.19%) WordPress
Applications
1 54 (10.33%) Chatbot
2 10 (1.91%) Simulink
3 3 (0.57%) CATIA
3 3 (0.57%) Microsoft Office
4 2 (0.38%) Microsoft Excel
4 2 (0.38%) OrCAD
5 1 (0.19%) Microsoft PowerPoint
Business Applications
1 12 (2.29%) Towers Watson Igloo
2 4 (0.76%) Distributed Ledger
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
3 1 (0.19%) Salesforce CRM
Cloud Services
1 143 (27.34%) AWS
2 74 (14.15%) Azure
3 59 (11.28%) Cloud Computing
4 39 (7.46%) GCP
5 16 (3.06%) Google Analytics
6 14 (2.68%) GitHub
7 12 (2.29%) SaaS
8 11 (2.10%) Power Platform
9 10 (1.91%) Azure Machine Learning
10 7 (1.34%) Amazon EKS
11 6 (1.15%) Slack
11 6 (1.15%) Snowflake
12 5 (0.96%) Prefect
13 4 (0.76%) Amazon ECS
13 4 (0.76%) Google Ads
14 3 (0.57%) Virtual Private Cloud
15 2 (0.38%) AWS Lambda
15 2 (0.38%) Azure DevOps
15 2 (0.38%) Firebase
15 2 (0.38%) Google App Engine
Communications & Networking
1 20 (3.82%) Broadband
2 15 (2.87%) Multicast
3 6 (1.15%) 5G
3 6 (1.15%) Ethernet
4 5 (0.96%) Software-Defined Radio
5 4 (0.76%) Internet
5 4 (0.76%) Network Security
6 3 (0.57%) Wi-Fi
7 2 (0.38%) TCP/IP
8 1 (0.19%) Firewall
8 1 (0.19%) IPsec
8 1 (0.19%) MQTT
8 1 (0.19%) RS-422
8 1 (0.19%) X.509
Database & Business Intelligence
1 27 (5.16%) BigQuery
2 25 (4.78%) Elasticsearch
2 25 (4.78%) GIS
3 21 (4.02%) QGIS
3 21 (4.02%) Spatial Data
4 20 (3.82%) Metadata
5 14 (2.68%) Big Data
5 14 (2.68%) PostgreSQL
6 11 (2.10%) Hadoop
7 10 (1.91%) MongoDB
7 10 (1.91%) NoSQL
8 9 (1.72%) Power BI
9 8 (1.53%) Tableau
10 6 (1.15%) Data Mining
11 5 (0.96%) Amazon Athena
12 4 (0.76%) SQL Server
13 3 (0.57%) Amazon RDS
13 3 (0.57%) Relational Database
14 2 (0.38%) DynamoDB
15 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.15%) Visual Studio Code
2 56 (10.71%) Git
3 26 (4.97%) Rational DOORS
4 17 (3.25%) JIRA
5 16 (3.06%) GitLab
6 2 (0.38%) MLflow
6 2 (0.38%) PetaLinux
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 148 (28.30%) Finance
2 74 (14.15%) Analytical Skills
3 71 (13.58%) Retail
4 70 (13.38%) Social Skills
5 60 (11.47%) Manufacturing
6 42 (8.03%) Marketing
7 26 (4.97%) Electronics
7 26 (4.97%) Front Office
8 22 (4.21%) Games
9 21 (4.02%) Inclusion and Diversity
10 18 (3.44%) Banking
11 14 (2.68%) Aerospace
12 13 (2.49%) Automotive
13 11 (2.10%) Advertising
14 7 (1.34%) Financial Institution
14 7 (1.34%) Legal
15 6 (1.15%) Law
16 5 (0.96%) Aviation
16 5 (0.96%) Documentation Skills
16 5 (0.96%) Pharmaceutical
Job Titles
1 127 (24.28%) Software Engineer
2 112 (21.41%) Senior
3 90 (17.21%) Developer
4 52 (9.94%) Artificial Intelligence Programmer
4 52 (9.94%) Programmer
5 51 (9.75%) Trainee
5 51 (9.75%) Trainee Programmer
6 47 (8.99%) Python Developer
7 45 (8.60%) Senior Software Engineer
8 42 (8.03%) Senior Developer
9 38 (7.27%) C++ Software Engineer
10 24 (4.59%) Python Engineer
11 23 (4.40%) Consultant
12 22 (4.21%) FPGA Engineer
12 22 (4.21%) Principal Engineer
12 22 (4.21%) Quantitative Developer
12 22 (4.21%) Senior Python Developer
12 22 (4.21%) Systems Engineer
13 21 (4.02%) Linux Developer
13 21 (4.02%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (15.49%) Pandas
2 80 (15.30%) NumPy
3 60 (11.47%) scikit-learn
3 60 (11.47%) Streamlit
4 58 (11.09%) Matplotlib
5 55 (10.52%) Hugging Face
6 46 (8.80%) PyTorch
7 45 (8.60%) Boost C++ Libraries
8 29 (5.54%) Django
9 25 (4.78%) TensorFlow
10 20 (3.82%) FIX Protocol
11 16 (3.06%) .NET
12 15 (2.87%) HTML
12 15 (2.87%) pytest
13 12 (2.29%) RESTful
14 11 (2.10%) React
14 11 (2.10%) REST
15 10 (1.91%) CSS
16 8 (1.53%) .NET Core
16 8 (1.53%) OpenCV
Miscellaneous
1 84 (16.06%) Data Structures
2 54 (10.33%) Distributed Systems
3 38 (7.27%) Equities
4 31 (5.93%) FPGA
5 26 (4.97%) Management Information System
6 25 (4.78%) Greenfield Project
7 23 (4.40%) Embedded Systems
7 23 (4.40%) Product Ownership
8 22 (4.21%) Hedge funds
9 19 (3.63%) PCIe
9 19 (3.63%) VHDL
10 17 (3.25%) Derivative
11 15 (2.87%) Fixed Income
12 13 (2.49%) Onboarding
12 13 (2.49%) Video\Live Streaming
13 12 (2.29%) NVMe
14 9 (1.72%) Cloud Native
14 9 (1.72%) Public Cloud
15 8 (1.53%) Robotics
16 7 (1.34%) Low-Code
Operating Systems
1 61 (11.66%) Linux
2 7 (1.34%) Windows
3 5 (0.96%) Robot Operating System
3 5 (0.96%) Windows Server 2008
3 5 (0.96%) Windows Server 2012
3 5 (0.96%) Windows Server 2016
3 5 (0.96%) Windows Server 2019
4 4 (0.76%) Embedded Linux
4 4 (0.76%) Windows Server
5 3 (0.57%) Android
5 3 (0.57%) Apple iOS
6 2 (0.38%) Unix
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 212 (40.54%) Software Engineering
2 173 (33.08%) Machine Learning
3 168 (32.12%) AI
4 143 (27.34%) Computer Science
5 104 (19.89%) Analytics
6 102 (19.50%) Data Science
7 96 (18.36%) OOP
8 93 (17.78%) OO
8 93 (17.78%) Visualisation
9 81 (15.49%) Agile
10 77 (14.72%) Workflow
11 69 (13.19%) LLM
12 66 (12.62%) Problem-Solving
13 56 (10.71%) Continuous Improvement
13 56 (10.71%) Neural Network
13 56 (10.71%) Retrieval-Augmented Generation
14 55 (10.52%) Customer Service
14 55 (10.52%) Data Privacy
15 54 (10.33%) Conversational UI
15 54 (10.33%) Sentiment Analysis
Programming Languages
1 336 (64.24%) Python
2 140 (26.77%) C++
3 52 (9.94%) SQL
4 48 (9.18%) C
5 45 (8.60%) C#
6 19 (3.63%) Java
7 18 (3.44%) MATLAB
7 18 (3.44%) Rust
8 14 (2.68%) Assembly Language
8 14 (2.68%) Go
9 13 (2.49%) R
10 10 (1.91%) TypeScript
11 8 (1.53%) Embedded C
11 8 (1.53%) Embedded C++
12 6 (1.15%) JavaScript
13 5 (0.96%) Scala
14 4 (0.76%) T-SQL
15 3 (0.57%) Julia
15 3 (0.57%) VBA
16 2 (0.38%) VC++
Qualifications
1 115 (21.99%) Degree
2 61 (11.66%) AWS Certification
3 54 (10.33%) AWS Certified Cloud Practitioner
4 42 (8.03%) Computer Science Degree
5 41 (7.84%) Security Cleared
6 38 (7.27%) Master's Degree
7 27 (5.16%) PhD
8 22 (4.21%) SC Cleared
9 18 (3.44%) BPSS Clearance
10 17 (3.25%) DV Cleared
11 5 (0.96%) MBA
12 4 (0.76%) Postgraduate
13 3 (0.57%) DBS Check
14 1 (0.19%) ITIL Certification
Quality Assurance & Compliance
1 42 (8.03%) QA
2 21 (4.02%) Accessibility
3 18 (3.44%) ISO/IEC 15288
4 17 (3.25%) Data Quality
5 5 (0.96%) Actionable Recommendations
5 5 (0.96%) GDPR
6 4 (0.76%) ISO/IEC 12207
7 3 (0.57%) IEC 61508
7 3 (0.57%) ISO 26262
8 2 (0.38%) EMIR
9 1 (0.19%) AUTOSAR
System Software
1 32 (6.12%) Firmware
2 27 (5.16%) Docker
3 15 (2.87%) Embedded Firmware
4 5 (0.96%) Active Directory
4 5 (0.96%) Hyper-V
4 5 (0.96%) VMware ESXi
4 5 (0.96%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 14 (2.68%) Kubernetes
2 9 (1.72%) Terraform
3 6 (1.15%) Kubeflow
4 5 (0.96%) SCCM
4 5 (0.96%) SCOM
4 5 (0.96%) Tivoli Identity Manager
5 1 (0.19%) Grafana
Vendors
1 59 (11.28%) Microsoft
2 55 (10.52%) Google
3 19 (3.63%) IBM
4 16 (3.06%) Altera
5 14 (2.68%) Databricks
6 13 (2.49%) Xilinx
7 10 (1.91%) Screaming Frog
8 6 (1.15%) Botify
9 5 (0.96%) BT
9 5 (0.96%) Dell
9 5 (0.96%) HP
9 5 (0.96%) McAfee
9 5 (0.96%) VMware
10 4 (0.76%) Ahrefs
11 3 (0.57%) Rockwell
12 2 (0.38%) Oracle
12 2 (0.38%) YouTube
13 1 (0.19%) Charles River
13 1 (0.19%) MathWorks
13 1 (0.19%) Salesforce