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 1 August 2026, comparing them to the same period in the previous two years.

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 313 207 129
Rank change year-on-year -106 -78 +114
Permanent jobs citing Algorithms 628 778 1,648
As % of all permanent jobs in the UK 0.61% 1.57% 1.92%
As % of the Miscellaneous category 2.34% 3.79% 5.73%
Number of salaries quoted 403 305 487
10th Percentile £33,750 £37,454 £39,000
25th Percentile £40,875 £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 £82,500 £100,000 £80,625
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 26,894 20,513 28,737
As % of all permanent jobs advertised in the UK 26.06% 41.43% 33.45%
Number of salaries quoted 17,036 10,317 17,335
10th Percentile £31,125 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £58,000 £56,500 £56,000
Median % change year-on-year +2.65% +0.89% -12.50%
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 1 August 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 1 August 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 -76 569 £65,000 -7.93% 468
UK excluding London -99 380 £60,000 - 242
London -72 215 £92,500 -15.91% 256
Work from Home -86 153 £58,000 -17.50% 157
South East -48 129 £70,000 +12.90% 71
East of England -3 83 £65,000 +18.18% 57
North of England -19 70 £37,500 -47.91% 42
South West -98 45 £55,000 +19.89% 29
Yorkshire -12 30 £37,500 -21.05% 10
Midlands -28 30 £37,500 -37.50% 26
North West -12 24 £37,500 -56.01% 20
West Midlands -23 23 £37,500 -37.50% 9
Scotland -47 19 £39,500 -31.30% 8
North East -39 16 £52,000 -54.78% 14
East Midlands -32 6 £57,500 +112.96% 17
Wales -73 2 £39,500 -39.23% 9
Northern Ireland - 2 £39,500 - 9

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 50 (7.96%) Jupyter
2 20 (3.18%) ArcGIS
3 10 (1.59%) CMS
4 9 (1.43%) Apache Spark
5 7 (1.11%) Apache Airflow
6 6 (0.96%) SAS
7 3 (0.48%) Apache
8 2 (0.32%) Apache Pulsar
8 2 (0.32%) Confluence
9 1 (0.16%) R Markdown
9 1 (0.16%) SharePoint
Applications
1 49 (7.80%) Chatbot
2 11 (1.75%) Simulink
3 3 (0.48%) Blender
3 3 (0.48%) CATIA
3 3 (0.48%) Maya
3 3 (0.48%) Microsoft Excel
4 2 (0.32%) Microsoft Office
4 2 (0.32%) OrCAD
5 1 (0.16%) Microsoft PowerPoint
Business Applications
1 11 (1.75%) Towers Watson Igloo
Cloud Services
1 149 (23.73%) AWS
2 77 (12.26%) Azure
3 51 (8.12%) Cloud Computing
4 34 (5.41%) GCP
5 21 (3.34%) Google Analytics
6 19 (3.03%) GitHub
7 15 (2.39%) SaaS
8 13 (2.07%) Google Ads
9 9 (1.43%) Amazon ECS
9 9 (1.43%) Power Platform
10 8 (1.27%) Amazon EKS
11 6 (0.96%) Slack
12 5 (0.80%) Prefect
12 5 (0.80%) Snowflake
12 5 (0.80%) Virtual Private Cloud
13 4 (0.64%) Vertex AI
14 3 (0.48%) Amazon SageMaker
14 3 (0.48%) AWS Lambda
14 3 (0.48%) Azure Data Factory
14 3 (0.48%) Serverless
Communications & Networking
1 20 (3.18%) Broadband
2 15 (2.39%) Multicast
3 7 (1.11%) 3GPP
3 7 (1.11%) GSM
3 7 (1.11%) LTE
3 7 (1.11%) Radio Access Network
3 7 (1.11%) RANAP
3 7 (1.11%) SS7
3 7 (1.11%) UMTS
3 7 (1.11%) Wireshark
4 6 (0.96%) 5G
5 5 (0.80%) Software-Defined Radio
6 4 (0.64%) Internet
7 3 (0.48%) Wi-Fi
7 3 (0.48%) Wireless
8 2 (0.32%) Ethernet
8 2 (0.32%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) MQTT
9 1 (0.16%) X.509
Database & Business Intelligence
1 27 (4.30%) GIS
1 27 (4.30%) Metadata
2 21 (3.34%) PostgreSQL
2 21 (3.34%) QGIS
2 21 (3.34%) Spatial Data
3 16 (2.55%) BigQuery
4 15 (2.39%) Elasticsearch
5 11 (1.75%) Big Data
5 11 (1.75%) MongoDB
6 7 (1.11%) Amazon RDS
6 7 (1.11%) Power BI
7 5 (0.80%) Amazon Athena
7 5 (0.80%) NoSQL
8 4 (0.64%) DynamoDB
8 4 (0.64%) MySQL
8 4 (0.64%) Redis
8 4 (0.64%) Relational Database
8 4 (0.64%) Tableau
9 3 (0.48%) Data Mining
10 2 (0.32%) Data Warehouse
Development Applications
1 72 (11.46%) Git
2 68 (10.83%) Visual Studio Code
3 20 (3.18%) Rational DOORS
4 19 (3.03%) JIRA
5 17 (2.71%) GitLab
6 12 (1.91%) Jenkins
7 7 (1.11%) GCC
7 7 (1.11%) GDB
8 3 (0.48%) CMake
8 3 (0.48%) MLflow
8 3 (0.48%) PetaLinux
8 3 (0.48%) Visual Studio
9 2 (0.32%) Plastic SCM
9 2 (0.32%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 171 (27.23%) Finance
2 84 (13.38%) Social Skills
3 78 (12.42%) Analytical Skills
4 76 (12.10%) Retail
5 53 (8.44%) Manufacturing
5 53 (8.44%) Marketing
6 45 (7.17%) Inclusion and Diversity
7 30 (4.78%) Banking
8 25 (3.98%) Electronics
9 22 (3.50%) Games
10 21 (3.34%) Advertising
11 20 (3.18%) Aerospace
12 19 (3.03%) Front Office
13 18 (2.87%) Law
14 16 (2.55%) Automotive
14 16 (2.55%) Legal
15 11 (1.75%) Telecoms
16 9 (1.43%) Financial Institution
17 7 (1.11%) Presentation Skills
18 5 (0.80%) Investment Banking
Job Titles
1 153 (24.36%) Software Engineer
2 135 (21.50%) Senior
3 110 (17.52%) Developer
4 50 (7.96%) Lead
5 49 (7.80%) Python Developer
5 49 (7.80%) Senior Software Engineer
6 45 (7.17%) Artificial Intelligence Programmer
6 45 (7.17%) Programmer
7 44 (7.01%) Trainee
7 44 (7.01%) Trainee Programmer
8 43 (6.85%) Senior Developer
9 42 (6.69%) C++ Software Engineer
10 38 (6.05%) Embedded Engineer
11 34 (5.41%) Data Scientist
12 28 (4.46%) Python Engineer
13 25 (3.98%) Consultant
14 22 (3.50%) Artificial Intelligence Consultant
14 22 (3.50%) Python Software Engineer
15 21 (3.34%) FPGA Engineer
16 20 (3.18%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 70 (11.15%) NumPy
1 70 (11.15%) Pandas
2 53 (8.44%) Hugging Face
2 53 (8.44%) Streamlit
3 52 (8.28%) PyTorch
4 51 (8.12%) scikit-learn
5 48 (7.64%) Matplotlib
6 37 (5.89%) Boost C++ Libraries
7 23 (3.66%) HTML
7 23 (3.66%) React
8 22 (3.50%) TensorFlow
9 19 (3.03%) CSS
10 18 (2.87%) .NET
10 18 (2.87%) Django
11 17 (2.71%) FIX Protocol
12 15 (2.39%) pytest
12 15 (2.39%) REST
13 10 (1.59%) Kafka
14 9 (1.43%) Flask
14 9 (1.43%) Node.js
Miscellaneous
1 91 (14.49%) Data Structures
2 50 (7.96%) Distributed Systems
3 37 (5.89%) Embedded Systems
3 37 (5.89%) Equities
4 29 (4.62%) FPGA
5 22 (3.50%) Management Information System
6 21 (3.34%) Hedge funds
6 21 (3.34%) Product Ownership
6 21 (3.34%) VHDL
7 18 (2.87%) PCIe
8 17 (2.71%) Robotics
9 16 (2.55%) Derivative
9 16 (2.55%) Fixed Income
9 16 (2.55%) Greenfield Project
10 14 (2.23%) Video\Live Streaming
11 12 (1.91%) Driving Licence
12 11 (1.75%) NVMe
13 10 (1.59%) Public Cloud
13 10 (1.59%) Renewable Energy
14 9 (1.43%) Cloud Native
Operating Systems
1 69 (10.99%) Linux
2 12 (1.91%) Windows
3 9 (1.43%) Embedded Linux
4 5 (0.80%) Windows Server 2008
4 5 (0.80%) Windows Server 2012
4 5 (0.80%) Windows Server 2016
4 5 (0.80%) Windows Server 2019
5 4 (0.64%) Robot Operating System
5 4 (0.64%) Unix
5 4 (0.64%) Windows Server
6 1 (0.16%) Android
6 1 (0.16%) Apple iOS
Processes & Methodologies
1 249 (39.65%) Software Engineering
2 213 (33.92%) AI
3 186 (29.62%) Machine Learning
4 157 (25.00%) Computer Science
5 119 (18.95%) Data Science
6 104 (16.56%) Analytics
7 100 (15.92%) Agile
7 100 (15.92%) Problem-Solving
8 94 (14.97%) OOP
9 89 (14.17%) OO
10 83 (13.22%) Visualisation
11 73 (11.62%) Workflow
12 70 (11.15%) Validation
13 68 (10.83%) Continuous Improvement
14 66 (10.51%) Mathematics
15 65 (10.35%) CI/CD
16 63 (10.03%) LLM
17 61 (9.71%) Signal Processing
18 60 (9.55%) Data Analysis
19 58 (9.24%) Test Automation
Programming Languages
1 369 (58.76%) Python
2 157 (25.00%) C++
3 59 (9.39%) C
4 48 (7.64%) C#
5 42 (6.69%) SQL
6 29 (4.62%) Java
7 25 (3.98%) Rust
8 24 (3.82%) TypeScript
9 22 (3.50%) MATLAB
10 19 (3.03%) JavaScript
11 15 (2.39%) Embedded C++
12 14 (2.23%) Go
13 13 (2.07%) Assembly Language
13 13 (2.07%) Embedded C
14 10 (1.59%) R
15 4 (0.64%) Bash
15 4 (0.64%) Julia
15 4 (0.64%) VBA
16 3 (0.48%) Fortran
16 3 (0.48%) Shell Script
Qualifications
1 150 (23.89%) Degree
2 58 (9.24%) AWS Certification
2 58 (9.24%) Security Cleared
3 51 (8.12%) Computer Science Degree
4 47 (7.48%) AWS Certified Cloud Practitioner
5 34 (5.41%) Master's Degree
6 31 (4.94%) SC Cleared
7 24 (3.82%) PhD
8 23 (3.66%) DV Cleared
9 16 (2.55%) BPSS Clearance
10 7 (1.11%) Numerate Degree
11 2 (0.32%) AWS Certified Solutions Architect
11 2 (0.32%) DBS Check
11 2 (0.32%) Microsoft Certification
12 1 (0.16%) HND
12 1 (0.16%) ITIL Certification
12 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 53 (8.44%) QA
2 30 (4.78%) Accessibility
3 12 (1.91%) GDPR
4 10 (1.59%) ISO/IEC 15288
5 8 (1.27%) Data Quality
6 6 (0.96%) Automotive SPICE
6 6 (0.96%) ISO 26262
6 6 (0.96%) MISRA
6 6 (0.96%) MISRA C
7 4 (0.64%) ISO/IEC 12207
8 3 (0.48%) Actionable Recommendations
9 1 (0.16%) AUTOSAR
9 1 (0.16%) EMIR
9 1 (0.16%) ISO 9001
9 1 (0.16%) MiFID
System Software
1 49 (7.80%) Docker
2 43 (6.85%) Firmware
3 23 (3.66%) Embedded Firmware
4 5 (0.80%) Active Directory
4 5 (0.80%) Hyper-V
4 5 (0.80%) VMware ESXi
4 5 (0.80%) VMware Infrastructure
5 2 (0.32%) Slurm Workload Manager
6 1 (0.16%) IAG
Systems Management
1 31 (4.94%) Kubernetes
2 15 (2.39%) Terraform
3 6 (0.96%) Kubeflow
4 5 (0.80%) SCCM
4 5 (0.80%) SCOM
4 5 (0.80%) Tivoli Identity Manager
5 3 (0.48%) Ansible
6 2 (0.32%) Argo
6 2 (0.32%) Grafana
6 2 (0.32%) Prometheus
7 1 (0.16%) Functional Safety
Vendors
1 61 (9.71%) Microsoft
2 58 (9.24%) Google
3 12 (1.91%) Altera
3 12 (1.91%) IBM
3 12 (1.91%) Xilinx
4 11 (1.75%) Screaming Frog
5 9 (1.43%) Databricks
6 6 (0.96%) Botify
6 6 (0.96%) OpenAI
7 5 (0.80%) Ahrefs
7 5 (0.80%) Dell
7 5 (0.80%) HP
7 5 (0.80%) McAfee
7 5 (0.80%) TikTok
7 5 (0.80%) VMware
8 3 (0.48%) Foundry
8 3 (0.48%) Rockwell
9 2 (0.32%) Dynatrace
9 2 (0.32%) Sitebulb
9 2 (0.32%) Splunk