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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 312 185 115
Rank change year-on-year -127 -70 +92
Permanent jobs citing Algorithms 523 806 2,303
As % of all permanent jobs in the UK 0.58% 1.84% 2.38%
As % of the Miscellaneous category 2.17% 4.39% 6.64%
Number of salaries quoted 328 399 757
10th Percentile £33,750 £43,500 £38,750
25th Percentile £35,375 £52,000 £50,000
Median annual salary (50th Percentile) £64,750 £65,000 £65,000
Median % change year-on-year -0.38% - -10.34%
75th Percentile £90,000 £85,000 £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 24,104 18,348 34,666
As % of all permanent jobs advertised in the UK 26.66% 41.79% 35.89%
Number of salaries quoted 13,513 9,360 23,042
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,870 £42,000 £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 11 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 11 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 -119 471 £65,000 -7.14% 322
UK excluding London -142 291 £55,000 -11.29% 241
London -37 204 £95,000 -8.43% 125
Work from Home -116 113 £55,000 -8.33% 150
South East -78 97 £60,000 -3.23% 83
North of England -51 62 £37,500 -48.09% 36
South West -75 42 £60,000 -14.29% 34
East of England -80 36 £37,500 -42.31% 56
Midlands -43 32 £55,000 -8.33% 21
North West -20 30 £37,500 -56.01% 15
West Midlands -23 21 £46,500 -22.50% 7
Yorkshire -44 21 £37,500 -16.67% 10
Scotland -19 14 £39,500 -12.22% 13
North East -38 11 £37,500 -63.86% 11
East Midlands -37 10 £75,000 +25.00% 14
Wales -40 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 40 (7.65%) GCP
5 16 (3.06%) Google Analytics
6 14 (2.68%) GitHub
7 12 (2.29%) Power Platform
7 12 (2.29%) SaaS
8 10 (1.91%) Azure Machine Learning
9 6 (1.15%) Amazon EKS
9 6 (1.15%) Slack
9 6 (1.15%) Snowflake
10 5 (0.96%) Prefect
11 4 (0.76%) Amazon ECS
11 4 (0.76%) Google Ads
12 3 (0.57%) Virtual Private Cloud
13 2 (0.38%) AWS Lambda
13 2 (0.38%) Azure DevOps
13 2 (0.38%) Firebase
13 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 28 (5.35%) 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 15 (2.87%) PostgreSQL
6 14 (2.68%) Big Data
7 11 (2.10%) Hadoop
8 10 (1.91%) MongoDB
8 10 (1.91%) NoSQL
8 10 (1.91%) Power BI
9 9 (1.72%) 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 73 (13.96%) 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 89 (17.02%) 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 61 (11.66%) Streamlit
4 60 (11.47%) scikit-learn
5 58 (11.09%) Matplotlib
6 55 (10.52%) Hugging Face
7 46 (8.80%) PyTorch
8 45 (8.60%) Boost C++ Libraries
9 29 (5.54%) Django
10 25 (4.78%) TensorFlow
11 20 (3.82%) FIX Protocol
12 16 (3.06%) .NET
13 15 (2.87%) HTML
13 15 (2.87%) pytest
14 12 (2.29%) RESTful
15 11 (2.10%) REST
16 10 (1.91%) CSS
16 10 (1.91%) React
17 8 (1.53%) .NET Core
17 8 (1.53%) Flask
Miscellaneous
1 85 (16.25%) 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 10 (1.91%) Cloud Native
15 8 (1.53%) Public Cloud
15 8 (1.53%) Robotics
16 7 (1.34%) Driving Licence
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
2 174 (33.27%) Machine Learning
3 168 (32.12%) AI
4 142 (27.15%) Computer Science
5 103 (19.69%) Analytics
5 103 (19.69%) Data Science
6 96 (18.36%) OOP
7 93 (17.78%) OO
7 93 (17.78%) Visualisation
8 81 (15.49%) Agile
9 77 (14.72%) Workflow
10 69 (13.19%) LLM
11 66 (12.62%) Problem-Solving
12 56 (10.71%) Continuous Improvement
12 56 (10.71%) Neural Network
12 56 (10.71%) Retrieval-Augmented Generation
13 55 (10.52%) Customer Service
13 55 (10.52%) Data Privacy
14 54 (10.33%) Artificial Intelligence Engineering
14 54 (10.33%) Sentiment Analysis
Programming Languages
1 336 (64.24%) Python
2 140 (26.77%) C++
3 53 (10.13%) 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 9 (1.72%) 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%) Bash
Qualifications
1 115 (21.99%) Degree
2 60 (11.47%) 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%) Data Quality
3 18 (3.44%) ISO/IEC 15288
4 5 (0.96%) Actionable Recommendations
4 5 (0.96%) GDPR
5 4 (0.76%) ISO/IEC 12207
6 3 (0.57%) IEC 61508
6 3 (0.57%) ISO 26262
7 2 (0.38%) EMIR
8 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 8 (1.53%) 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