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

6 months to
17 May 2026
Same period 2025 Same period 2024
Rank 302 215 111
Rank change year-on-year -87 -104 +94
Permanent jobs citing Algorithms 531 705 2,311
As % of all permanent jobs in the UK 0.58% 1.60% 2.38%
As % of the Miscellaneous category 2.19% 3.75% 6.66%
Number of salaries quoted 337 342 751
10th Percentile £33,750 £42,050 £38,750
25th Percentile £35,500 £48,750 £50,000
Median annual salary (50th Percentile) £65,000 £62,500 £65,000
Median % change year-on-year +4.00% -3.85% -10.34%
75th Percentile £90,000 £93,771 £82,500
90th Percentile £111,250 £122,250 £100,000
UK excluding London median annual salary £57,500 £60,000 £60,000
% change year-on-year -4.17% - -

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 24,276 18,775 34,681
As % of all permanent jobs advertised in the UK 26.48% 42.63% 35.75%
Number of salaries quoted 13,706 9,185 23,017
10th Percentile £30,000 £31,100 £28,000
25th Percentile £41,000 £41,250 £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 £111,250 £97,500
UK excluding London median annual salary £50,000 £52,000 £50,000
% change year-on-year -3.85% +4.00% -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 17 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 17 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 -88 478 £67,500 +3.85% 296
UK excluding London -102 296 £57,500 -4.17% 221
London -44 205 £95,000 -11.63% 106
Work from Home -108 116 £60,000 - 204
South East -54 103 £60,000 -3.23% 63
North of England -37 62 £37,500 -49.66% 40
South West -69 42 £60,000 -11.11% 35
East of England -42 37 £37,500 -31.19% 44
Midlands -39 31 £55,000 -8.33% 25
North West -5 30 £37,500 -57.70% 19
West Midlands -29 20 £46,500 -22.50% 8
Yorkshire -43 20 £37,500 -28.57% 15
Scotland -17 14 £39,500 -31.30% 15
North East -32 12 £37,500 -63.86% 6
East Midlands -42 10 £75,000 +25.00% 17
Wales -42 5 £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 (10.36%) Jupyter
2 20 (3.77%) ArcGIS
3 11 (2.07%) Apache Spark
4 10 (1.88%) CMS
5 9 (1.69%) Apache Airflow
6 6 (1.13%) SAS
7 5 (0.94%) 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 (10.17%) Chatbot
2 11 (2.07%) Simulink
3 3 (0.56%) CATIA
3 3 (0.56%) Microsoft Office
4 2 (0.38%) Microsoft Excel
4 2 (0.38%) OrCAD
5 1 (0.19%) Microsoft PowerPoint
Business Applications
1 12 (2.26%) Towers Watson Igloo
2 4 (0.75%) Distributed Ledger
3 1 (0.19%) Salesforce CRM
Cloud Services
1 144 (27.12%) AWS
2 75 (14.12%) Azure
3 59 (11.11%) Cloud Computing
4 38 (7.16%) GCP
5 16 (3.01%) Google Analytics
6 15 (2.82%) GitHub
7 14 (2.64%) SaaS
8 11 (2.07%) Power Platform
9 10 (1.88%) Azure Machine Learning
10 6 (1.13%) Amazon EKS
10 6 (1.13%) Slack
10 6 (1.13%) Snowflake
11 5 (0.94%) Prefect
12 4 (0.75%) Google Ads
13 3 (0.56%) Amazon ECS
13 3 (0.56%) Virtual Private Cloud
14 2 (0.38%) Amazon SageMaker
14 2 (0.38%) Azure DevOps
14 2 (0.38%) Firebase
14 2 (0.38%) Serverless
Communications & Networking
1 20 (3.77%) Broadband
2 16 (3.01%) Multicast
3 6 (1.13%) 5G
3 6 (1.13%) Ethernet
3 6 (1.13%) Software-Defined Radio
4 4 (0.75%) Internet
4 4 (0.75%) Network Security
5 3 (0.56%) Wi-Fi
6 2 (0.38%) TCP/IP
7 1 (0.19%) Firewall
7 1 (0.19%) IPsec
7 1 (0.19%) MQTT
7 1 (0.19%) RS-422
7 1 (0.19%) X.509
Database & Business Intelligence
1 27 (5.08%) BigQuery
2 25 (4.71%) Elasticsearch
2 25 (4.71%) GIS
3 21 (3.95%) QGIS
3 21 (3.95%) Spatial Data
4 20 (3.77%) Metadata
5 16 (3.01%) Big Data
6 14 (2.64%) PostgreSQL
7 11 (2.07%) Hadoop
8 10 (1.88%) NoSQL
9 9 (1.69%) MongoDB
9 9 (1.69%) Power BI
10 8 (1.51%) Tableau
11 6 (1.13%) Data Mining
12 5 (0.94%) Amazon Athena
13 4 (0.75%) SQL Server
14 3 (0.56%) Amazon RDS
15 2 (0.38%) DynamoDB
15 2 (0.38%) Relational Database
16 1 (0.19%) Amazon Redshift
Development Applications
1 74 (13.94%) Visual Studio Code
2 57 (10.73%) Git
3 25 (4.71%) Rational DOORS
4 18 (3.39%) JIRA
5 16 (3.01%) GitLab
6 2 (0.38%) MLflow
6 2 (0.38%) PetaLinux
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 151 (28.44%) Finance
2 75 (14.12%) Analytical Skills
3 71 (13.37%) Retail
3 71 (13.37%) Social Skills
4 61 (11.49%) Manufacturing
5 42 (7.91%) Marketing
6 26 (4.90%) Electronics
7 24 (4.52%) Front Office
8 22 (4.14%) Games
9 21 (3.95%) Inclusion and Diversity
10 19 (3.58%) Banking
11 14 (2.64%) Aerospace
12 13 (2.45%) Automotive
13 11 (2.07%) Advertising
14 8 (1.51%) Financial Institution
15 7 (1.32%) Legal
16 6 (1.13%) Law
17 5 (0.94%) Pharmaceutical
18 4 (0.75%) Aviation
18 4 (0.75%) French Language
Job Titles
1 135 (25.42%) Software Engineer
2 114 (21.47%) Senior
3 90 (16.95%) Developer
4 52 (9.79%) Artificial Intelligence Programmer
4 52 (9.79%) Programmer
5 51 (9.60%) Trainee
5 51 (9.60%) Trainee Programmer
6 48 (9.04%) Senior Software Engineer
7 47 (8.85%) Python Developer
8 41 (7.72%) Senior Developer
9 39 (7.34%) C++ Software Engineer
10 26 (4.90%) Python Engineer
11 24 (4.52%) Consultant
12 23 (4.33%) FPGA Engineer
13 22 (4.14%) Python Software Engineer
14 21 (3.95%) Artificial Intelligence Consultant
14 21 (3.95%) Embedded Engineer
14 21 (3.95%) Principal Engineer
14 21 (3.95%) Quantitative Developer
14 21 (3.95%) Systems Engineer
Libraries, Frameworks & Software Standards
1 81 (15.25%) Pandas
2 80 (15.07%) NumPy
3 60 (11.30%) scikit-learn
3 60 (11.30%) Streamlit
4 58 (10.92%) Matplotlib
5 55 (10.36%) Hugging Face
6 46 (8.66%) PyTorch
7 45 (8.47%) Boost C++ Libraries
8 28 (5.27%) Django
9 25 (4.71%) TensorFlow
10 20 (3.77%) FIX Protocol
11 18 (3.39%) .NET
12 16 (3.01%) pytest
13 15 (2.82%) HTML
14 12 (2.26%) React
14 12 (2.26%) RESTful
15 10 (1.88%) CSS
15 10 (1.88%) REST
16 9 (1.69%) .NET Core
17 8 (1.51%) OpenCV
Miscellaneous
1 87 (16.38%) Data Structures
2 53 (9.98%) Distributed Systems
3 37 (6.97%) Equities
4 31 (5.84%) FPGA
5 25 (4.71%) Greenfield Project
5 25 (4.71%) Management Information System
6 24 (4.52%) Embedded Systems
6 24 (4.52%) Product Ownership
7 22 (4.14%) Hedge funds
8 20 (3.77%) PCIe
8 20 (3.77%) VHDL
9 18 (3.39%) Derivative
10 16 (3.01%) Fixed Income
11 14 (2.64%) Video\Live Streaming
12 12 (2.26%) NVMe
12 12 (2.26%) Onboarding
13 9 (1.69%) Public Cloud
13 9 (1.69%) Robotics
14 8 (1.51%) Cloud Native
15 7 (1.32%) Driving Licence
Operating Systems
1 61 (11.49%) Linux
2 7 (1.32%) Windows
3 5 (0.94%) Robot Operating System
3 5 (0.94%) Windows Server 2008
3 5 (0.94%) Windows Server 2012
3 5 (0.94%) Windows Server 2016
3 5 (0.94%) Windows Server 2019
4 4 (0.75%) Embedded Linux
4 4 (0.75%) Windows Server
5 3 (0.56%) Android
5 3 (0.56%) Apple iOS
6 2 (0.38%) Unix
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 220 (41.43%) Software Engineering
2 177 (33.33%) Machine Learning
3 171 (32.20%) AI
4 150 (28.25%) Computer Science
5 107 (20.15%) Analytics
6 103 (19.40%) Data Science
7 98 (18.46%) OOP
8 94 (17.70%) Visualisation
9 91 (17.14%) OO
10 82 (15.44%) Agile
11 78 (14.69%) Workflow
12 69 (12.99%) LLM
12 69 (12.99%) Problem-Solving
13 57 (10.73%) Continuous Improvement
14 56 (10.55%) Neural Network
14 56 (10.55%) Retrieval-Augmented Generation
14 56 (10.55%) SDLC
15 55 (10.36%) Customer Service
15 55 (10.36%) Data Privacy
16 54 (10.17%) Signal Processing
Programming Languages
1 342 (64.41%) Python
2 143 (26.93%) C++
3 52 (9.79%) SQL
4 49 (9.23%) C
5 47 (8.85%) C#
6 20 (3.77%) Java
6 20 (3.77%) MATLAB
7 19 (3.58%) Rust
8 15 (2.82%) Go
9 14 (2.64%) Assembly Language
10 13 (2.45%) R
11 11 (2.07%) TypeScript
12 9 (1.69%) Embedded C
12 9 (1.69%) Embedded C++
13 7 (1.32%) JavaScript
14 5 (0.94%) Scala
15 4 (0.75%) T-SQL
16 3 (0.56%) Julia
16 3 (0.56%) VBA
17 2 (0.38%) Bash
Qualifications
1 121 (22.79%) Degree
2 61 (11.49%) AWS Certification
3 54 (10.17%) AWS Certified Cloud Practitioner
4 44 (8.29%) Computer Science Degree
5 43 (8.10%) Security Cleared
6 39 (7.34%) Master's Degree
7 27 (5.08%) PhD
8 22 (4.14%) SC Cleared
9 18 (3.39%) DV Cleared
10 17 (3.20%) BPSS Clearance
11 5 (0.94%) MBA
12 4 (0.75%) Postgraduate
13 3 (0.56%) DBS Check
14 1 (0.19%) ITIL Certification
14 1 (0.19%) Numerate Degree
Quality Assurance & Compliance
1 43 (8.10%) QA
2 21 (3.95%) Accessibility
3 17 (3.20%) Data Quality
3 17 (3.20%) ISO/IEC 15288
4 5 (0.94%) Actionable Recommendations
4 5 (0.94%) GDPR
5 4 (0.75%) ISO/IEC 12207
6 2 (0.38%) EMIR
6 2 (0.38%) IEC 61508
6 2 (0.38%) ISO 26262
7 1 (0.19%) AUTOSAR
System Software
1 33 (6.21%) Firmware
2 27 (5.08%) Docker
3 14 (2.64%) Embedded Firmware
4 5 (0.94%) Active Directory
4 5 (0.94%) Hyper-V
4 5 (0.94%) VMware ESXi
4 5 (0.94%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 14 (2.64%) Kubernetes
2 10 (1.88%) Terraform
3 6 (1.13%) Kubeflow
4 5 (0.94%) SCCM
4 5 (0.94%) SCOM
4 5 (0.94%) Tivoli Identity Manager
Vendors
1 61 (11.49%) Microsoft
2 55 (10.36%) Google
3 18 (3.39%) IBM
4 16 (3.01%) Altera
5 14 (2.64%) Databricks
6 13 (2.45%) Xilinx
7 10 (1.88%) Screaming Frog
8 6 (1.13%) Botify
9 5 (0.94%) BT
9 5 (0.94%) Dell
9 5 (0.94%) HP
9 5 (0.94%) McAfee
9 5 (0.94%) VMware
10 4 (0.75%) Ahrefs
11 3 (0.56%) Rockwell
12 2 (0.38%) Oracle
12 2 (0.38%) YouTube
13 1 (0.19%) MathWorks
13 1 (0.19%) Remedy
13 1 (0.19%) Salesforce