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

6 months to
26 May 2026
Same period 2025 Same period 2024
Rank 317 212 115
Rank change year-on-year -105 -97 +91
Permanent jobs citing Algorithms 543 697 2,319
As % of all permanent jobs in the UK 0.59% 1.64% 2.34%
As % of the Miscellaneous category 2.19% 3.82% 6.65%
Number of salaries quoted 350 305 755
10th Percentile £33,750 £41,250 £38,750
25th Percentile £37,449 £48,750 £50,000
Median annual salary (50th Percentile) £65,000 £62,500 £65,000
Median % change year-on-year +4.00% -3.85% -13.33%
75th Percentile £90,000 £95,000 £82,500
90th Percentile £111,250 £122,500 £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 24,752 18,243 34,856
As % of all permanent jobs advertised in the UK 26.67% 42.87% 35.22%
Number of salaries quoted 14,121 8,553 23,055
10th Percentile £30,000 £30,500 £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 £51,600 £50,000
% change year-on-year -3.10% +3.20% -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 26 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 26 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 -84 493 £67,250 +3.46% 321
UK excluding London -102 302 £57,500 -4.17% 208
London -31 211 £95,000 -13.64% 141
Work from Home -105 123 £60,000 - 126
South East -42 108 £60,000 -3.23% 51
North of England -23 65 £37,500 -54.61% 38
East of England -35 42 £43,750 -18.98% 45
South West -86 42 £60,000 +20.00% 36
North West -15 30 £37,500 -57.70% 24
Midlands -48 27 £43,000 -28.33% 22
Yorkshire -40 21 £37,500 -42.31% 7
West Midlands -44 20 £43,000 -28.33% 7
North East -30 14 £44,750 -61.09% 7
Scotland -32 14 £39,500 -31.30% 13
East Midlands -41 6 £53,750 -10.42% 15
Wales -47 2 £39,500 -36.29% 3
Northern Ireland - 2 £39,500 - 5

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 (10.13%) Jupyter
2 20 (3.68%) ArcGIS
3 10 (1.84%) Apache Spark
3 10 (1.84%) CMS
4 8 (1.47%) Apache Airflow
5 6 (1.10%) SAS
6 5 (0.92%) IIS
7 2 (0.37%) Confluence
8 1 (0.18%) Apache
8 1 (0.18%) Apache Pulsar
8 1 (0.18%) Drupal
8 1 (0.18%) Kinematics
8 1 (0.18%) SharePoint
8 1 (0.18%) WordPress
Applications
1 55 (10.13%) Chatbot
2 12 (2.21%) Simulink
3 3 (0.55%) CATIA
3 3 (0.55%) Microsoft Office
4 2 (0.37%) Microsoft Excel
4 2 (0.37%) OrCAD
5 1 (0.18%) Blender
5 1 (0.18%) Maya
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.21%) Towers Watson Igloo
2 4 (0.74%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 146 (26.89%) AWS
2 75 (13.81%) Azure
3 60 (11.05%) Cloud Computing
4 33 (6.08%) GCP
5 16 (2.95%) Google Analytics
6 15 (2.76%) SaaS
7 14 (2.58%) GitHub
8 11 (2.03%) Power Platform
9 9 (1.66%) Azure Machine Learning
10 7 (1.29%) Amazon EKS
10 7 (1.29%) Slack
11 5 (0.92%) Amazon ECS
11 5 (0.92%) Prefect
11 5 (0.92%) Snowflake
11 5 (0.92%) Virtual Private Cloud
12 4 (0.74%) Google Ads
13 3 (0.55%) Vertex AI
14 2 (0.37%) AWS Lambda
14 2 (0.37%) Azure Data Factory
14 2 (0.37%) Azure DevOps
Communications & Networking
1 22 (4.05%) Broadband
2 17 (3.13%) Multicast
3 6 (1.10%) 5G
3 6 (1.10%) Ethernet
3 6 (1.10%) Software-Defined Radio
4 4 (0.74%) Internet
4 4 (0.74%) Network Security
5 3 (0.55%) Wi-Fi
6 2 (0.37%) Firewall
6 2 (0.37%) TCP/IP
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) RS-422
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.97%) GIS
2 24 (4.42%) BigQuery
3 23 (4.24%) Elasticsearch
4 21 (3.87%) QGIS
4 21 (3.87%) Spatial Data
5 20 (3.68%) Metadata
6 18 (3.31%) Big Data
7 17 (3.13%) PostgreSQL
8 10 (1.84%) Hadoop
8 10 (1.84%) NoSQL
9 9 (1.66%) MongoDB
9 9 (1.66%) Power BI
9 9 (1.66%) Tableau
10 6 (1.10%) Data Mining
11 5 (0.92%) Amazon Athena
11 5 (0.92%) Amazon RDS
12 3 (0.55%) Relational Database
13 2 (0.37%) DynamoDB
14 1 (0.18%) Amazon Redshift
14 1 (0.18%) Presto
Development Applications
1 74 (13.63%) Visual Studio Code
2 61 (11.23%) Git
3 25 (4.60%) Rational DOORS
4 19 (3.50%) JIRA
5 16 (2.95%) GitLab
6 3 (0.55%) PetaLinux
7 1 (0.18%) Bitbucket
7 1 (0.18%) CMake
7 1 (0.18%) Jenkins
7 1 (0.18%) MLflow
7 1 (0.18%) Valgrind
General
1 157 (28.91%) Finance
2 81 (14.92%) Analytical Skills
3 76 (14.00%) Social Skills
4 71 (13.08%) Retail
5 61 (11.23%) Manufacturing
6 40 (7.37%) Marketing
7 28 (5.16%) Electronics
8 25 (4.60%) Front Office
8 25 (4.60%) Inclusion and Diversity
9 20 (3.68%) Banking
10 15 (2.76%) Aerospace
11 14 (2.58%) Automotive
11 14 (2.58%) Games
12 11 (2.03%) Advertising
13 10 (1.84%) Financial Institution
14 7 (1.29%) Legal
15 6 (1.10%) Presentation Skills
16 5 (0.92%) Pharmaceutical
17 4 (0.74%) French Language
17 4 (0.74%) Telecoms
Job Titles
1 137 (25.23%) Software Engineer
2 121 (22.28%) Senior
3 94 (17.31%) Developer
4 52 (9.58%) Artificial Intelligence Programmer
4 52 (9.58%) Programmer
5 51 (9.39%) Python Developer
5 51 (9.39%) Senior Software Engineer
5 51 (9.39%) Trainee
5 51 (9.39%) Trainee Programmer
6 41 (7.55%) Senior Developer
7 40 (7.37%) C++ Software Engineer
8 28 (5.16%) Python Engineer
9 24 (4.42%) Consultant
9 24 (4.42%) FPGA Engineer
10 23 (4.24%) Embedded Engineer
10 23 (4.24%) Lead
10 23 (4.24%) Python Software Engineer
10 23 (4.24%) Senior Python Developer
11 22 (4.05%) Data Scientist
11 22 (4.05%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (14.92%) Pandas
2 80 (14.73%) NumPy
3 60 (11.05%) scikit-learn
3 60 (11.05%) Streamlit
4 58 (10.68%) Matplotlib
5 55 (10.13%) Hugging Face
6 47 (8.66%) Boost C++ Libraries
7 46 (8.47%) PyTorch
8 25 (4.60%) Django
8 25 (4.60%) TensorFlow
9 21 (3.87%) FIX Protocol
10 17 (3.13%) HTML
10 17 (3.13%) pytest
11 14 (2.58%) .NET
12 12 (2.21%) CSS
12 12 (2.21%) React
13 11 (2.03%) RESTful
14 10 (1.84%) REST
15 8 (1.47%) Flask
15 8 (1.47%) OpenCV
Miscellaneous
1 88 (16.21%) Data Structures
2 49 (9.02%) Distributed Systems
3 39 (7.18%) Equities
4 31 (5.71%) FPGA
5 26 (4.79%) Embedded Systems
5 26 (4.79%) Management Information System
6 24 (4.42%) Product Ownership
7 23 (4.24%) Greenfield Project
7 23 (4.24%) Hedge funds
8 21 (3.87%) PCIe
8 21 (3.87%) VHDL
9 19 (3.50%) Derivative
10 17 (3.13%) Fixed Income
11 15 (2.76%) Video\Live Streaming
12 12 (2.21%) NVMe
12 12 (2.21%) Robotics
13 10 (1.84%) Onboarding
13 10 (1.84%) Public Cloud
14 8 (1.47%) Cloud Native
14 8 (1.47%) Over-the-Top Content
Operating Systems
1 65 (11.97%) Linux
2 8 (1.47%) Windows
3 7 (1.29%) Robot Operating System
4 5 (0.92%) Embedded Linux
4 5 (0.92%) Windows Server 2008
4 5 (0.92%) Windows Server 2012
4 5 (0.92%) Windows Server 2016
4 5 (0.92%) Windows Server 2019
5 4 (0.74%) Windows Server
6 3 (0.55%) Android
6 3 (0.55%) Apple iOS
7 2 (0.37%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 222 (40.88%) Software Engineering
2 184 (33.89%) Machine Learning
3 175 (32.23%) AI
4 154 (28.36%) Computer Science
5 110 (20.26%) Data Science
6 106 (19.52%) Analytics
7 101 (18.60%) OOP
8 97 (17.86%) Visualisation
9 91 (16.76%) OO
10 86 (15.84%) Agile
11 79 (14.55%) Workflow
12 70 (12.89%) Problem-Solving
13 69 (12.71%) LLM
14 59 (10.87%) Continuous Improvement
15 58 (10.68%) Signal Processing
16 56 (10.31%) Neural Network
16 56 (10.31%) Retrieval-Augmented Generation
17 55 (10.13%) Conversational UI
17 55 (10.13%) Customer Service
17 55 (10.13%) Decision-Making
Programming Languages
1 352 (64.83%) Python
2 149 (27.44%) C++
3 51 (9.39%) SQL
4 49 (9.02%) C
5 44 (8.10%) C#
6 22 (4.05%) MATLAB
7 20 (3.68%) Rust
8 19 (3.50%) Java
9 15 (2.76%) Go
10 14 (2.58%) Assembly Language
11 13 (2.39%) R
12 12 (2.21%) TypeScript
13 10 (1.84%) Embedded C
13 10 (1.84%) Embedded C++
13 10 (1.84%) JavaScript
14 5 (0.92%) Scala
15 3 (0.55%) Julia
15 3 (0.55%) VBA
16 2 (0.37%) Bash
16 2 (0.37%) VC++
Qualifications
1 122 (22.47%) Degree
2 63 (11.60%) AWS Certification
3 54 (9.94%) AWS Certified Cloud Practitioner
4 45 (8.29%) Security Cleared
5 42 (7.73%) Computer Science Degree
6 38 (7.00%) Master's Degree
7 24 (4.42%) PhD
8 22 (4.05%) SC Cleared
9 19 (3.50%) DV Cleared
10 17 (3.13%) BPSS Clearance
11 5 (0.92%) MBA
12 4 (0.74%) Postgraduate
13 3 (0.55%) DBS Check
13 3 (0.55%) Numerate Degree
14 1 (0.18%) HND
14 1 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 45 (8.29%) QA
2 22 (4.05%) Accessibility
3 17 (3.13%) Data Quality
3 17 (3.13%) ISO/IEC 15288
4 6 (1.10%) Actionable Recommendations
5 5 (0.92%) GDPR
6 4 (0.74%) ISO/IEC 12207
7 2 (0.37%) EMIR
8 1 (0.18%) AUTOSAR
8 1 (0.18%) MiFID
System Software
1 32 (5.89%) Firmware
2 31 (5.71%) Docker
3 12 (2.21%) Embedded Firmware
4 5 (0.92%) Active Directory
4 5 (0.92%) Hyper-V
4 5 (0.92%) VMware ESXi
4 5 (0.92%) VMware Infrastructure
5 1 (0.18%) IAG
Systems Management
1 17 (3.13%) Kubernetes
2 10 (1.84%) Terraform
3 7 (1.29%) Kubeflow
4 5 (0.92%) SCCM
4 5 (0.92%) SCOM
4 5 (0.92%) Tivoli Identity Manager
Vendors
1 62 (11.42%) Microsoft
2 53 (9.76%) Google
3 18 (3.31%) IBM
4 16 (2.95%) Altera
5 13 (2.39%) Databricks
5 13 (2.39%) Xilinx
6 10 (1.84%) Screaming Frog
7 6 (1.10%) Botify
8 5 (0.92%) BT
8 5 (0.92%) Dell
8 5 (0.92%) HP
8 5 (0.92%) McAfee
8 5 (0.92%) VMware
9 4 (0.74%) Ahrefs
10 3 (0.55%) Rockwell
11 2 (0.37%) Oracle
11 2 (0.37%) TikTok
11 2 (0.37%) YouTube
12 1 (0.18%) Remedy
12 1 (0.18%) Salesforce