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 29 July 2026, comparing them to the same period in the previous two years.

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 310 208 132
Rank change year-on-year -102 -76 +98
Permanent jobs citing Algorithms 615 774 1,679
As % of all permanent jobs in the UK 0.60% 1.57% 1.93%
As % of the Miscellaneous category 2.34% 3.80% 5.75%
Number of salaries quoted 396 303 509
10th Percentile £33,750 £37,500 £39,200
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -7.14%
75th Percentile £83,750 £100,000 £82,500
90th Percentile £100,000 £125,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £60,000

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 26,330 20,360 29,192
As % of all permanent jobs advertised in the UK 25.89% 41.26% 33.52%
Number of salaries quoted 16,691 10,209 17,729
10th Percentile £31,125 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £58,497 £57,000 £55,000
Median % change year-on-year +2.63% +3.64% -13.39%
75th Percentile £80,000 £78,750 £77,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £52,500 £48,500 £50,000
% change year-on-year +8.25% -3.00% -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 29 July 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 29 July 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 -84 559 £65,000 -7.93% 416
UK excluding London -92 375 £60,000 - 225
London -64 208 £92,500 -15.91% 220
Work from Home -98 148 £60,000 -14.65% 132
South East -49 128 £70,000 +12.90% 66
East of England -11 83 £65,000 +18.18% 52
North of England -13 70 £37,500 -48.09% 42
South West -87 43 £55,000 +19.89% 33
Midlands -33 30 £37,500 -37.50% 23
Yorkshire -11 29 £37,500 -37.50% 10
North West -23 25 £37,500 -56.01% 22
West Midlands -23 23 £37,500 -37.50% 9
Scotland -50 17 £39,500 -31.30% 11
North East -38 16 £52,000 -54.78% 12
East Midlands -31 6 £57,500 +112.96% 14
Wales -68 2 £39,500 -39.23% 1
Northern Ireland - 2 £39,500 - 8

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 52 (8.46%) Jupyter
2 20 (3.25%) ArcGIS
3 9 (1.46%) CMS
4 8 (1.30%) Apache Spark
5 6 (0.98%) Apache Airflow
5 6 (0.98%) SAS
6 3 (0.49%) Apache
7 2 (0.33%) Apache Pulsar
7 2 (0.33%) Confluence
8 1 (0.16%) SharePoint
Applications
1 52 (8.46%) Chatbot
2 12 (1.95%) Simulink
3 3 (0.49%) Blender
3 3 (0.49%) CATIA
3 3 (0.49%) Maya
3 3 (0.49%) Microsoft Excel
4 2 (0.33%) Microsoft Office
4 2 (0.33%) OrCAD
5 1 (0.16%) Microsoft PowerPoint
Business Applications
1 11 (1.79%) Towers Watson Igloo
Cloud Services
1 148 (24.07%) AWS
2 74 (12.03%) Azure
3 54 (8.78%) Cloud Computing
4 32 (5.20%) GCP
5 21 (3.41%) Google Analytics
6 18 (2.93%) GitHub
7 15 (2.44%) SaaS
8 12 (1.95%) Google Ads
9 8 (1.30%) Amazon ECS
9 8 (1.30%) Amazon EKS
10 7 (1.14%) Power Platform
11 6 (0.98%) Slack
12 5 (0.81%) Prefect
12 5 (0.81%) Virtual Private Cloud
13 4 (0.65%) Vertex AI
14 3 (0.49%) Amazon SageMaker
14 3 (0.49%) AWS Lambda
14 3 (0.49%) Azure Data Factory
14 3 (0.49%) Serverless
14 3 (0.49%) Snowflake
Communications & Networking
1 20 (3.25%) Broadband
2 15 (2.44%) Multicast
3 7 (1.14%) 3GPP
3 7 (1.14%) GSM
3 7 (1.14%) LTE
3 7 (1.14%) Radio Access Network
3 7 (1.14%) RANAP
3 7 (1.14%) SS7
3 7 (1.14%) UMTS
3 7 (1.14%) Wireshark
4 6 (0.98%) 5G
5 5 (0.81%) Software-Defined Radio
6 4 (0.65%) Internet
7 3 (0.49%) Ethernet
7 3 (0.49%) Wi-Fi
7 3 (0.49%) Wireless
8 2 (0.33%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) RS-422
9 1 (0.16%) X.509
Database & Business Intelligence
1 27 (4.39%) GIS
2 26 (4.23%) Metadata
3 21 (3.41%) PostgreSQL
3 21 (3.41%) QGIS
3 21 (3.41%) Spatial Data
4 16 (2.60%) BigQuery
5 15 (2.44%) Elasticsearch
6 11 (1.79%) Big Data
6 11 (1.79%) MongoDB
7 7 (1.14%) Amazon RDS
8 5 (0.81%) Amazon Athena
8 5 (0.81%) NoSQL
8 5 (0.81%) Power BI
9 4 (0.65%) DynamoDB
9 4 (0.65%) MySQL
9 4 (0.65%) Redis
9 4 (0.65%) Relational Database
10 3 (0.49%) Data Mining
10 3 (0.49%) Tableau
11 2 (0.33%) Hadoop
Development Applications
1 72 (11.71%) Git
2 71 (11.54%) Visual Studio Code
3 20 (3.25%) Rational DOORS
4 19 (3.09%) JIRA
5 16 (2.60%) GitLab
6 11 (1.79%) Jenkins
7 7 (1.14%) GCC
7 7 (1.14%) GDB
8 3 (0.49%) CMake
8 3 (0.49%) MLflow
8 3 (0.49%) PetaLinux
8 3 (0.49%) Visual Studio
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 168 (27.32%) Finance
2 81 (13.17%) Social Skills
3 74 (12.03%) Retail
4 73 (11.87%) Analytical Skills
5 56 (9.11%) Manufacturing
6 48 (7.80%) Marketing
7 42 (6.83%) Inclusion and Diversity
8 29 (4.72%) Banking
9 26 (4.23%) Electronics
10 20 (3.25%) Advertising
10 20 (3.25%) Games
11 19 (3.09%) Aerospace
11 19 (3.09%) Front Office
12 17 (2.76%) Law
13 16 (2.60%) Automotive
14 15 (2.44%) Legal
15 11 (1.79%) Telecoms
16 9 (1.46%) Financial Institution
17 7 (1.14%) Presentation Skills
18 5 (0.81%) Investment Banking
Job Titles
1 151 (24.55%) Software Engineer
2 134 (21.79%) Senior
3 109 (17.72%) Developer
4 49 (7.97%) Python Developer
5 48 (7.80%) Artificial Intelligence Programmer
5 48 (7.80%) Lead
5 48 (7.80%) Programmer
5 48 (7.80%) Senior Software Engineer
6 47 (7.64%) Trainee
6 47 (7.64%) Trainee Programmer
7 43 (6.99%) Senior Developer
8 41 (6.67%) C++ Software Engineer
9 38 (6.18%) Embedded Engineer
10 33 (5.37%) Data Scientist
11 28 (4.55%) Python Engineer
12 25 (4.07%) Consultant
13 22 (3.58%) Artificial Intelligence Consultant
13 22 (3.58%) FPGA Engineer
13 22 (3.58%) Python Software Engineer
14 20 (3.25%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 73 (11.87%) NumPy
1 73 (11.87%) Pandas
2 56 (9.11%) Hugging Face
2 56 (9.11%) Streamlit
3 54 (8.78%) scikit-learn
4 51 (8.29%) Matplotlib
4 51 (8.29%) PyTorch
5 37 (6.02%) Boost C++ Libraries
6 23 (3.74%) HTML
6 23 (3.74%) React
7 22 (3.58%) TensorFlow
8 19 (3.09%) CSS
9 18 (2.93%) Django
10 17 (2.76%) .NET
10 17 (2.76%) FIX Protocol
11 15 (2.44%) pytest
11 15 (2.44%) REST
12 9 (1.46%) Flask
12 9 (1.46%) Kafka
12 9 (1.46%) Node.js
Miscellaneous
1 88 (14.31%) Data Structures
2 49 (7.97%) Distributed Systems
3 37 (6.02%) Embedded Systems
3 37 (6.02%) Equities
4 30 (4.88%) FPGA
5 22 (3.58%) Management Information System
6 21 (3.41%) Hedge funds
6 21 (3.41%) Product Ownership
6 21 (3.41%) VHDL
7 19 (3.09%) PCIe
8 17 (2.76%) Robotics
9 16 (2.60%) Derivative
9 16 (2.60%) Fixed Income
9 16 (2.60%) Greenfield Project
10 14 (2.28%) Video\Live Streaming
11 12 (1.95%) Driving Licence
12 11 (1.79%) NVMe
13 10 (1.63%) Public Cloud
13 10 (1.63%) Renewable Energy
14 8 (1.30%) SCADA
Operating Systems
1 68 (11.06%) Linux
2 11 (1.79%) Windows
3 9 (1.46%) Embedded Linux
4 5 (0.81%) Windows Server 2008
4 5 (0.81%) Windows Server 2012
4 5 (0.81%) Windows Server 2016
4 5 (0.81%) Windows Server 2019
5 4 (0.65%) Robot Operating System
5 4 (0.65%) Windows Server
6 3 (0.49%) Unix
7 1 (0.16%) Android
7 1 (0.16%) Apple iOS
Processes & Methodologies
1 246 (40.00%) Software Engineering
2 207 (33.66%) AI
3 182 (29.59%) Machine Learning
4 152 (24.72%) Computer Science
5 116 (18.86%) Data Science
6 101 (16.42%) Analytics
7 98 (15.93%) Agile
8 97 (15.77%) OOP
9 94 (15.28%) Problem-Solving
10 92 (14.96%) OO
11 84 (13.66%) Visualisation
12 76 (12.36%) Workflow
13 69 (11.22%) Validation
14 67 (10.89%) Continuous Improvement
15 65 (10.57%) CI/CD
15 65 (10.57%) LLM
16 61 (9.92%) Signal Processing
17 59 (9.59%) Data Analysis
18 58 (9.43%) Mathematics
19 57 (9.27%) Test Automation
Programming Languages
1 366 (59.51%) Python
2 156 (25.37%) C++
3 59 (9.59%) C
4 49 (7.97%) C#
5 41 (6.67%) SQL
6 28 (4.55%) Java
7 24 (3.90%) Rust
7 24 (3.90%) TypeScript
8 23 (3.74%) MATLAB
9 18 (2.93%) JavaScript
10 15 (2.44%) Embedded C++
11 14 (2.28%) Go
12 13 (2.11%) Assembly Language
12 13 (2.11%) Embedded C
13 8 (1.30%) R
14 4 (0.65%) Julia
14 4 (0.65%) VBA
15 3 (0.49%) Bash
16 2 (0.33%) Fortran
16 2 (0.33%) Shell Script
Qualifications
1 142 (23.09%) Degree
2 60 (9.76%) AWS Certification
3 55 (8.94%) Security Cleared
4 50 (8.13%) AWS Certified Cloud Practitioner
5 48 (7.80%) Computer Science Degree
6 33 (5.37%) Master's Degree
7 28 (4.55%) SC Cleared
8 22 (3.58%) DV Cleared
8 22 (3.58%) PhD
9 15 (2.44%) BPSS Clearance
10 7 (1.14%) Numerate Degree
11 2 (0.33%) Microsoft Certification
12 1 (0.16%) AWS Certified Solutions Architect
12 1 (0.16%) DBS Check
12 1 (0.16%) HND
12 1 (0.16%) ITIL Certification
12 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.46%) QA
2 29 (4.72%) Accessibility
3 12 (1.95%) GDPR
4 10 (1.63%) ISO/IEC 15288
5 6 (0.98%) Automotive SPICE
5 6 (0.98%) Data Quality
5 6 (0.98%) ISO 26262
5 6 (0.98%) MISRA
5 6 (0.98%) MISRA C
6 4 (0.65%) ISO/IEC 12207
7 2 (0.33%) Actionable Recommendations
8 1 (0.16%) AUTOSAR
8 1 (0.16%) EMIR
8 1 (0.16%) ISO 9001
8 1 (0.16%) MiFID
System Software
1 48 (7.80%) Docker
2 44 (7.15%) Firmware
3 23 (3.74%) Embedded Firmware
4 5 (0.81%) Active Directory
4 5 (0.81%) Hyper-V
4 5 (0.81%) VMware ESXi
4 5 (0.81%) VMware Infrastructure
5 1 (0.16%) IAG
5 1 (0.16%) Slurm Workload Manager
Systems Management
1 30 (4.88%) Kubernetes
2 14 (2.28%) Terraform
3 6 (0.98%) Kubeflow
4 5 (0.81%) SCCM
4 5 (0.81%) SCOM
4 5 (0.81%) Tivoli Identity Manager
5 2 (0.33%) Ansible
6 1 (0.16%) Argo
6 1 (0.16%) Functional Safety
6 1 (0.16%) Grafana
6 1 (0.16%) Prometheus
Vendors
1 64 (10.41%) Microsoft
2 55 (8.94%) Google
3 13 (2.11%) Altera
4 12 (1.95%) IBM
4 12 (1.95%) Xilinx
5 10 (1.63%) Screaming Frog
6 9 (1.46%) Databricks
7 6 (0.98%) Botify
7 6 (0.98%) OpenAI
8 5 (0.81%) Dell
8 5 (0.81%) HP
8 5 (0.81%) McAfee
8 5 (0.81%) TikTok
8 5 (0.81%) VMware
9 4 (0.65%) Ahrefs
10 3 (0.49%) Foundry
10 3 (0.49%) Rockwell
11 1 (0.16%) Instagram
11 1 (0.16%) NVIDIA
11 1 (0.16%) Thales