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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 317 206 134
Rank change year-on-year -111 -72 +102
Permanent jobs citing Algorithms 623 775 1,675
As % of all permanent jobs in the UK 0.61% 1.57% 1.92%
As % of the Miscellaneous category 2.33% 3.80% 5.74%
Number of salaries quoted 402 304 509
10th Percentile £33,750 £37,500 £39,200
25th Percentile £38,212 £47,500 £50,000
Median annual salary (50th Percentile) £63,750 £70,000 £65,000
Median % change year-on-year -8.93% +7.69% -7.14%
75th Percentile £81,250 £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 26,753 20,412 29,166
As % of all permanent jobs advertised in the UK 26.00% 41.31% 33.52%
Number of salaries quoted 16,962 10,258 17,677
10th Percentile £31,125 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £57,591 £56,811 £55,000
Median % change year-on-year +1.37% +3.29% -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 31 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 31 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 -89 566 £65,000 -7.93% 405
UK excluding London -94 378 £60,000 - 207
London -71 212 £92,500 -15.91% 221
Work from Home -81 152 £58,000 -17.85% 121
South East -48 129 £70,000 +12.90% 66
East of England -5 83 £65,000 +18.18% 47
North of England -6 70 £37,500 -48.09% 36
South West -90 45 £55,000 +19.89% 29
Midlands -38 30 £37,500 -37.50% 24
Yorkshire -15 29 £37,500 -37.50% 9
North West -6 25 £37,500 -56.01% 16
West Midlands -15 23 £37,500 -37.50% 9
Scotland -51 17 £39,500 -31.30% 6
North East -36 16 £52,000 -54.78% 13
East Midlands -27 6 £57,500 +112.96% 15
Wales -70 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 51 (8.19%) Jupyter
2 20 (3.21%) ArcGIS
3 9 (1.44%) CMS
4 8 (1.28%) Apache Spark
5 6 (0.96%) Apache Airflow
5 6 (0.96%) SAS
6 3 (0.48%) Apache
7 2 (0.32%) Apache Pulsar
7 2 (0.32%) Confluence
8 1 (0.16%) R Markdown
8 1 (0.16%) SharePoint
Applications
1 50 (8.03%) Chatbot
2 11 (1.77%) 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 (1.77%) Towers Watson Igloo
Cloud Services
1 148 (23.76%) AWS
2 75 (12.04%) Azure
3 52 (8.35%) Cloud Computing
4 33 (5.30%) GCP
5 21 (3.37%) Google Analytics
6 18 (2.89%) GitHub
7 15 (2.41%) SaaS
8 13 (2.09%) Google Ads
9 8 (1.28%) Amazon ECS
9 8 (1.28%) Amazon EKS
9 8 (1.28%) Power Platform
10 6 (0.96%) Slack
11 5 (0.80%) Prefect
11 5 (0.80%) Virtual Private Cloud
12 4 (0.64%) Snowflake
12 4 (0.64%) Vertex AI
13 3 (0.48%) Amazon SageMaker
13 3 (0.48%) AWS Lambda
13 3 (0.48%) Azure Data Factory
13 3 (0.48%) Serverless
Communications & Networking
1 20 (3.21%) Broadband
2 15 (2.41%) Multicast
3 7 (1.12%) 3GPP
3 7 (1.12%) GSM
3 7 (1.12%) LTE
3 7 (1.12%) Radio Access Network
3 7 (1.12%) RANAP
3 7 (1.12%) SS7
3 7 (1.12%) UMTS
3 7 (1.12%) 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 (4.33%) GIS
1 27 (4.33%) Metadata
2 21 (3.37%) PostgreSQL
2 21 (3.37%) QGIS
2 21 (3.37%) Spatial Data
3 16 (2.57%) BigQuery
4 15 (2.41%) Elasticsearch
5 11 (1.77%) Big Data
5 11 (1.77%) MongoDB
6 7 (1.12%) Amazon RDS
7 6 (0.96%) Power BI
8 5 (0.80%) Amazon Athena
8 5 (0.80%) NoSQL
9 4 (0.64%) DynamoDB
9 4 (0.64%) MySQL
9 4 (0.64%) Redis
9 4 (0.64%) Relational Database
9 4 (0.64%) Tableau
10 3 (0.48%) Data Mining
11 2 (0.32%) Hadoop
Development Applications
1 72 (11.56%) Git
2 69 (11.08%) Visual Studio Code
3 20 (3.21%) Rational DOORS
4 19 (3.05%) JIRA
5 16 (2.57%) GitLab
6 11 (1.77%) Jenkins
7 7 (1.12%) GCC
7 7 (1.12%) 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
1 168 (26.97%) Finance
2 83 (13.32%) Social Skills
3 76 (12.20%) Analytical Skills
4 75 (12.04%) Retail
5 54 (8.67%) Manufacturing
6 51 (8.19%) Marketing
7 43 (6.90%) Inclusion and Diversity
8 29 (4.65%) Banking
9 25 (4.01%) Electronics
10 22 (3.53%) Games
11 21 (3.37%) Advertising
12 19 (3.05%) Aerospace
12 19 (3.05%) Front Office
13 17 (2.73%) Law
14 16 (2.57%) Automotive
14 16 (2.57%) Legal
15 11 (1.77%) Telecoms
16 9 (1.44%) Financial Institution
17 7 (1.12%) Presentation Skills
18 5 (0.80%) Investment Banking
Job Titles
1 153 (24.56%) Software Engineer
2 135 (21.67%) Senior
3 110 (17.66%) Developer
4 49 (7.87%) Python Developer
4 49 (7.87%) Senior Software Engineer
5 48 (7.70%) Lead
6 46 (7.38%) Artificial Intelligence Programmer
6 46 (7.38%) Programmer
7 45 (7.22%) Trainee
7 45 (7.22%) Trainee Programmer
8 43 (6.90%) Senior Developer
9 42 (6.74%) C++ Software Engineer
10 38 (6.10%) Embedded Engineer
11 34 (5.46%) Data Scientist
12 28 (4.49%) Python Engineer
13 25 (4.01%) Consultant
14 22 (3.53%) Artificial Intelligence Consultant
14 22 (3.53%) Python Software Engineer
15 21 (3.37%) FPGA Engineer
16 20 (3.21%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 71 (11.40%) NumPy
1 71 (11.40%) Pandas
2 54 (8.67%) Hugging Face
2 54 (8.67%) Streamlit
3 52 (8.35%) scikit-learn
4 51 (8.19%) PyTorch
5 49 (7.87%) Matplotlib
6 37 (5.94%) Boost C++ Libraries
7 23 (3.69%) HTML
7 23 (3.69%) React
8 22 (3.53%) TensorFlow
9 19 (3.05%) CSS
10 18 (2.89%) Django
11 17 (2.73%) .NET
11 17 (2.73%) FIX Protocol
12 15 (2.41%) pytest
12 15 (2.41%) REST
13 9 (1.44%) Flask
13 9 (1.44%) Kafka
13 9 (1.44%) Node.js
Miscellaneous
1 90 (14.45%) Data Structures
2 50 (8.03%) Distributed Systems
3 37 (5.94%) Embedded Systems
3 37 (5.94%) Equities
4 29 (4.65%) FPGA
5 22 (3.53%) Management Information System
6 21 (3.37%) Hedge funds
6 21 (3.37%) Product Ownership
6 21 (3.37%) VHDL
7 18 (2.89%) PCIe
8 17 (2.73%) Robotics
9 16 (2.57%) Derivative
9 16 (2.57%) Fixed Income
9 16 (2.57%) Greenfield Project
10 14 (2.25%) Video\Live Streaming
11 12 (1.93%) Driving Licence
12 11 (1.77%) NVMe
13 10 (1.61%) Public Cloud
13 10 (1.61%) Renewable Energy
14 8 (1.28%) SCADA
Operating Systems
1 69 (11.08%) Linux
2 12 (1.93%) Windows
3 9 (1.44%) 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 (39.97%) Software Engineering
2 211 (33.87%) AI
3 185 (29.70%) Machine Learning
4 156 (25.04%) Computer Science
5 117 (18.78%) Data Science
6 102 (16.37%) Analytics
7 99 (15.89%) Agile
8 97 (15.57%) Problem-Solving
9 95 (15.25%) OOP
10 90 (14.45%) OO
11 83 (13.32%) Visualisation
12 74 (11.88%) Workflow
13 69 (11.08%) Validation
14 67 (10.75%) Continuous Improvement
15 64 (10.27%) CI/CD
16 63 (10.11%) LLM
16 63 (10.11%) Mathematics
17 60 (9.63%) Signal Processing
18 59 (9.47%) Data Analysis
19 58 (9.31%) Test Automation
Programming Languages
1 367 (58.91%) Python
2 157 (25.20%) C++
3 59 (9.47%) C
4 48 (7.70%) C#
5 41 (6.58%) SQL
6 28 (4.49%) Java
7 25 (4.01%) Rust
8 24 (3.85%) TypeScript
9 22 (3.53%) MATLAB
10 18 (2.89%) JavaScript
11 15 (2.41%) Embedded C++
12 14 (2.25%) Go
13 13 (2.09%) Assembly Language
13 13 (2.09%) Embedded C
14 9 (1.44%) 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
1 148 (23.76%) Degree
2 58 (9.31%) AWS Certification
3 57 (9.15%) Security Cleared
4 51 (8.19%) Computer Science Degree
5 48 (7.70%) AWS Certified Cloud Practitioner
6 34 (5.46%) Master's Degree
7 30 (4.82%) SC Cleared
8 24 (3.85%) PhD
9 22 (3.53%) DV Cleared
10 15 (2.41%) BPSS Clearance
11 7 (1.12%) Numerate Degree
12 2 (0.32%) DBS Check
12 2 (0.32%) Microsoft Certification
13 1 (0.16%) AWS Certified Solutions Architect
13 1 (0.16%) HND
13 1 (0.16%) ITIL Certification
13 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.35%) QA
2 29 (4.65%) Accessibility
3 12 (1.93%) GDPR
4 10 (1.61%) ISO/IEC 15288
5 7 (1.12%) 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 2 (0.32%) 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 48 (7.70%) Docker
2 43 (6.90%) Firmware
3 23 (3.69%) 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 30 (4.82%) Kubernetes
2 14 (2.25%) Terraform
3 6 (0.96%) Kubeflow
4 5 (0.80%) SCCM
4 5 (0.80%) SCOM
4 5 (0.80%) Tivoli Identity Manager
5 2 (0.32%) Ansible
6 1 (0.16%) Argo
6 1 (0.16%) Functional Safety
6 1 (0.16%) Grafana
6 1 (0.16%) Prometheus
Vendors
1 62 (9.95%) Microsoft
2 57 (9.15%) Google
3 12 (1.93%) Altera
3 12 (1.93%) IBM
3 12 (1.93%) Xilinx
4 10 (1.61%) Screaming Frog
5 9 (1.44%) Databricks
6 6 (0.96%) Botify
6 6 (0.96%) OpenAI
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 4 (0.64%) Ahrefs
9 3 (0.48%) Foundry
9 3 (0.48%) Rockwell
10 2 (0.32%) MicroStrategy
11 1 (0.16%) Intel
11 1 (0.16%) Remedy