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 4 June 2026, comparing them to the same period in the previous two years.

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 312 213 118
Rank change year-on-year -99 -95 +85
Permanent jobs citing Algorithms 555 730 2,306
As % of all permanent jobs in the UK 0.60% 1.67% 2.24%
As % of the Miscellaneous category 2.27% 3.89% 6.51%
Number of salaries quoted 359 295 755
10th Percentile £33,750 £40,000 £38,750
25th Percentile £37,449 £47,500 £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 £93,778 £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% - -2.76%

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 24,491 18,763 35,421
As % of all permanent jobs advertised in the UK 26.43% 42.96% 34.48%
Number of salaries quoted 14,415 8,787 23,173
10th Percentile £30,000 £30,000 £28,000
25th Percentile £41,000 £40,500 £38,084
Median annual salary (50th Percentile) £60,000 £57,670 £55,000
Median % change year-on-year +4.04% +4.85% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,058 £50,221 £50,000
% change year-on-year +1.67% +0.44% -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 4 June 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 4 June 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 -74 506 £65,000 - 436
UK excluding London -112 311 £57,500 -4.17% 270
London -35 214 £95,000 -13.64% 192
Work from Home -94 129 £57,500 -4.17% 181
South East -50 111 £60,000 -3.23% 72
North of England -26 66 £37,500 -56.01% 48
East of England -34 45 £45,000 -16.67% 66
South West -80 43 £60,000 +20.00% 46
North West -5 31 £37,500 -56.88% 25
Midlands -40 29 £43,000 -28.33% 22
West Midlands -28 21 £40,250 -32.92% 11
Yorkshire -31 21 £37,500 -47.18% 12
North East -25 14 £44,750 -61.09% 11
Scotland -46 13 £39,500 -31.30% 14
East Midlands -32 7 £57,500 -4.17% 11
Wales -51 2 £39,500 -39.23% 4
Northern Ireland - 2 £39,500 - 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 56 (10.09%) Jupyter
2 20 (3.60%) ArcGIS
3 11 (1.98%) Apache Spark
4 10 (1.80%) CMS
5 8 (1.44%) Apache Airflow
6 6 (1.08%) SAS
7 5 (0.90%) IIS
8 2 (0.36%) Confluence
9 1 (0.18%) Apache
9 1 (0.18%) Apache Pulsar
9 1 (0.18%) Drupal
9 1 (0.18%) Kinematics
9 1 (0.18%) SharePoint
9 1 (0.18%) WordPress
Applications
1 55 (9.91%) Chatbot
2 12 (2.16%) Simulink
3 3 (0.54%) Blender
3 3 (0.54%) CATIA
3 3 (0.54%) Maya
3 3 (0.54%) Microsoft Excel
3 3 (0.54%) Microsoft Office
4 2 (0.36%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.16%) Towers Watson Igloo
2 3 (0.54%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 149 (26.85%) AWS
2 78 (14.05%) Azure
3 61 (10.99%) Cloud Computing
4 35 (6.31%) GCP
5 16 (2.88%) Google Analytics
6 15 (2.70%) GitHub
6 15 (2.70%) SaaS
7 10 (1.80%) Power Platform
8 8 (1.44%) Azure Machine Learning
9 7 (1.26%) Amazon EKS
9 7 (1.26%) Slack
10 5 (0.90%) Amazon ECS
10 5 (0.90%) Prefect
10 5 (0.90%) Snowflake
10 5 (0.90%) Virtual Private Cloud
11 4 (0.72%) Google Ads
12 3 (0.54%) Azure Data Factory
12 3 (0.54%) Vertex AI
13 2 (0.36%) Amazon SageMaker
13 2 (0.36%) Serverless
Communications & Networking
1 22 (3.96%) Broadband
2 17 (3.06%) Multicast
3 6 (1.08%) 5G
3 6 (1.08%) Ethernet
3 6 (1.08%) Software-Defined Radio
4 4 (0.72%) Internet
5 3 (0.54%) Network Security
5 3 (0.54%) Wi-Fi
6 2 (0.36%) Firewall
6 2 (0.36%) 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 (4.86%) GIS
2 24 (4.32%) BigQuery
3 23 (4.14%) Elasticsearch
4 21 (3.78%) QGIS
4 21 (3.78%) Spatial Data
5 20 (3.60%) Metadata
6 19 (3.42%) Big Data
7 18 (3.24%) PostgreSQL
8 12 (2.16%) NoSQL
9 10 (1.80%) Hadoop
9 10 (1.80%) MongoDB
10 9 (1.62%) Tableau
11 8 (1.44%) Power BI
12 6 (1.08%) Data Mining
13 5 (0.90%) Amazon Athena
13 5 (0.90%) Amazon RDS
14 3 (0.54%) Relational Database
15 2 (0.36%) Data Lake
15 2 (0.36%) DynamoDB
16 1 (0.18%) Geospatial Data
Development Applications
1 75 (13.51%) Visual Studio Code
2 66 (11.89%) Git
3 24 (4.32%) Rational DOORS
4 19 (3.42%) JIRA
5 16 (2.88%) GitLab
6 3 (0.54%) 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 (28.29%) Finance
2 83 (14.95%) Analytical Skills
3 80 (14.41%) Social Skills
4 71 (12.79%) Retail
5 62 (11.17%) Manufacturing
6 40 (7.21%) Marketing
7 29 (5.23%) Electronics
8 27 (4.86%) Inclusion and Diversity
9 24 (4.32%) Front Office
10 20 (3.60%) Banking
11 16 (2.88%) Aerospace
12 15 (2.70%) Automotive
13 13 (2.34%) Games
14 11 (1.98%) Advertising
15 10 (1.80%) Financial Institution
16 7 (1.26%) Legal
17 6 (1.08%) Presentation Skills
18 5 (0.90%) Pharmaceutical
19 4 (0.72%) Documentation Skills
19 4 (0.72%) Telecoms
Job Titles
1 142 (25.59%) Software Engineer
2 129 (23.24%) Senior
3 98 (17.66%) Developer
4 55 (9.91%) Senior Software Engineer
5 52 (9.37%) Artificial Intelligence Programmer
5 52 (9.37%) Programmer
5 52 (9.37%) Python Developer
6 51 (9.19%) Trainee
6 51 (9.19%) Trainee Programmer
7 43 (7.75%) Senior Developer
8 40 (7.21%) C++ Software Engineer
9 28 (5.05%) Python Engineer
10 25 (4.50%) Data Scientist
11 24 (4.32%) Consultant
11 24 (4.32%) FPGA Engineer
12 23 (4.14%) Embedded Engineer
12 23 (4.14%) Lead
12 23 (4.14%) Python Software Engineer
12 23 (4.14%) Senior Python Developer
13 22 (3.96%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (14.59%) Pandas
2 80 (14.41%) NumPy
3 61 (10.99%) scikit-learn
4 60 (10.81%) Streamlit
5 58 (10.45%) Matplotlib
6 55 (9.91%) Hugging Face
7 47 (8.47%) Boost C++ Libraries
7 47 (8.47%) PyTorch
8 27 (4.86%) Django
9 26 (4.68%) TensorFlow
10 20 (3.60%) FIX Protocol
11 17 (3.06%) HTML
11 17 (3.06%) pytest
12 15 (2.70%) .NET
13 13 (2.34%) React
14 12 (2.16%) CSS
15 11 (1.98%) REST
15 11 (1.98%) RESTful
16 9 (1.62%) Flask
17 8 (1.44%) OpenCV
Miscellaneous
1 90 (16.22%) Data Structures
2 52 (9.37%) Distributed Systems
3 38 (6.85%) Equities
4 31 (5.59%) FPGA
5 27 (4.86%) Embedded Systems
6 26 (4.68%) Management Information System
7 24 (4.32%) Greenfield Project
7 24 (4.32%) Hedge funds
7 24 (4.32%) Product Ownership
8 21 (3.78%) PCIe
8 21 (3.78%) VHDL
9 18 (3.24%) Derivative
10 17 (3.06%) Fixed Income
11 15 (2.70%) Video\Live Streaming
12 12 (2.16%) NVMe
12 12 (2.16%) Robotics
13 10 (1.80%) Onboarding
13 10 (1.80%) Public Cloud
14 8 (1.44%) Over-the-Top Content
15 7 (1.26%) Driving Licence
Operating Systems
1 65 (11.71%) Linux
2 8 (1.44%) Windows
3 7 (1.26%) Robot Operating System
4 5 (0.90%) Embedded Linux
4 5 (0.90%) Windows Server 2008
4 5 (0.90%) Windows Server 2012
4 5 (0.90%) Windows Server 2016
4 5 (0.90%) Windows Server 2019
5 4 (0.72%) Windows Server
6 3 (0.54%) Android
6 3 (0.54%) Apple iOS
7 2 (0.36%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 228 (41.08%) Software Engineering
2 187 (33.69%) Machine Learning
3 176 (31.71%) AI
4 157 (28.29%) Computer Science
5 114 (20.54%) Data Science
6 107 (19.28%) Analytics
7 101 (18.20%) OOP
8 99 (17.84%) Visualisation
9 94 (16.94%) Agile
10 92 (16.58%) OO
11 79 (14.23%) Workflow
12 75 (13.51%) Problem-Solving
13 70 (12.61%) LLM
14 61 (10.99%) Continuous Improvement
15 60 (10.81%) Decision-Making
16 58 (10.45%) Signal Processing
17 57 (10.27%) CI/CD
18 56 (10.09%) Neural Network
18 56 (10.09%) Retrieval-Augmented Generation
19 55 (9.91%) Data Privacy
Programming Languages
1 360 (64.86%) Python
2 152 (27.39%) C++
3 53 (9.55%) SQL
4 49 (8.83%) C
5 45 (8.11%) C#
6 23 (4.14%) MATLAB
7 21 (3.78%) Rust
8 20 (3.60%) Java
9 16 (2.88%) Go
9 16 (2.88%) TypeScript
10 14 (2.52%) Assembly Language
10 14 (2.52%) JavaScript
11 13 (2.34%) R
12 10 (1.80%) Embedded C
12 10 (1.80%) Embedded C++
13 5 (0.90%) Scala
14 4 (0.72%) Julia
14 4 (0.72%) VBA
15 2 (0.36%) Bash
15 2 (0.36%) VC++
Qualifications
1 127 (22.88%) Degree
2 63 (11.35%) AWS Certification
3 54 (9.73%) AWS Certified Cloud Practitioner
4 46 (8.29%) Security Cleared
5 44 (7.93%) Computer Science Degree
6 40 (7.21%) Master's Degree
7 23 (4.14%) PhD
8 22 (3.96%) SC Cleared
9 19 (3.42%) DV Cleared
10 16 (2.88%) BPSS Clearance
11 5 (0.90%) MBA
12 4 (0.72%) Numerate Degree
13 3 (0.54%) DBS Check
13 3 (0.54%) Postgraduate
14 1 (0.18%) HND
14 1 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 45 (8.11%) QA
2 24 (4.32%) Accessibility
3 16 (2.88%) Data Quality
3 16 (2.88%) ISO/IEC 15288
4 6 (1.08%) Actionable Recommendations
5 5 (0.90%) GDPR
6 4 (0.72%) ISO/IEC 12207
7 2 (0.36%) EMIR
8 1 (0.18%) AUTOSAR
8 1 (0.18%) MiFID
System Software
1 33 (5.95%) Docker
1 33 (5.95%) Firmware
2 12 (2.16%) Embedded Firmware
3 5 (0.90%) Active Directory
3 5 (0.90%) Hyper-V
3 5 (0.90%) VMware ESXi
3 5 (0.90%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 19 (3.42%) Kubernetes
2 10 (1.80%) Terraform
3 7 (1.26%) Kubeflow
4 5 (0.90%) SCCM
4 5 (0.90%) SCOM
4 5 (0.90%) Tivoli Identity Manager
Vendors
1 63 (11.35%) Microsoft
2 54 (9.73%) Google
3 17 (3.06%) IBM
4 16 (2.88%) Altera
5 14 (2.52%) Databricks
6 13 (2.34%) Xilinx
7 10 (1.80%) Screaming Frog
8 6 (1.08%) Botify
9 5 (0.90%) BT
9 5 (0.90%) Dell
9 5 (0.90%) HP
9 5 (0.90%) McAfee
9 5 (0.90%) VMware
10 4 (0.72%) Ahrefs
11 3 (0.54%) Rockwell
11 3 (0.54%) TikTok
12 2 (0.36%) OpenAI
12 2 (0.36%) Oracle
12 2 (0.36%) YouTube
13 1 (0.18%) Adobe