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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 322 212 131
Rank change year-on-year -110 -81 +148
Permanent jobs citing Algorithms 626 773 1,603
As % of all permanent jobs in the UK 0.59% 1.55% 1.92%
As % of the Miscellaneous category 2.26% 3.74% 5.80%
Number of salaries quoted 395 288 452
10th Percentile £33,750 £37,424 £39,025
25th Percentile £45,000 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £66,250 £64,000
Median % change year-on-year -1.89% +3.52% -8.57%
75th Percentile £80,000 £100,000 £80,000
90th Percentile £100,000 £125,000 £100,000
UK excluding London median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -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 27,731 20,655 27,641
As % of all permanent jobs advertised in the UK 26.15% 41.48% 33.09%
Number of salaries quoted 17,411 10,361 16,265
10th Percentile £31,125 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -11.54%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £105,000 £102,500
UK excluding London median annual salary £52,473 £47,500 £50,000
% change year-on-year +10.47% -5.00% -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 12 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 12 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 -86 567 £65,000 -7.14% 1,197
UK excluding London -108 383 £60,000 +4.35% 526
London -85 211 £90,000 -18.18% 759
Work from Home -81 159 £58,000 -17.85% 421
South East -45 127 £67,500 +8.87% 134
East of England -10 91 £65,000 +18.18% 118
North of England -25 66 £37,500 -37.50% 79
South West -86 46 £55,500 +20.98% 72
Yorkshire -9 28 £37,500 +7.14% 17
Midlands -18 28 £37,500 -37.50% 45
West Midlands -15 22 £37,500 -37.50% 26
North West -25 22 £55,000 -10.20% 47
Scotland -43 21 £39,500 -40.15% 63
North East -42 16 £52,000 -54.78% 17
East Midlands -25 5 £47,500 +75.93% 19
Wales -66 2 £39,500 -36.29% 11
Northern Ireland - 2 £39,500 - 14

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 38 (6.07%) Jupyter
2 16 (2.56%) ArcGIS
3 12 (1.92%) Apache Spark
4 11 (1.76%) CMS
5 9 (1.44%) 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 37 (5.91%) Chatbot
2 11 (1.76%) 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 10 (1.60%) Towers Watson Igloo
Cloud Services
1 138 (22.04%) AWS
2 75 (11.98%) Azure
3 39 (6.23%) Cloud Computing
4 34 (5.43%) GCP
5 18 (2.88%) GitHub
6 16 (2.56%) Google Analytics
7 15 (2.40%) SaaS
8 13 (2.08%) Google Ads
9 10 (1.60%) Amazon ECS
9 10 (1.60%) Power Platform
10 8 (1.28%) Amazon EKS
11 7 (1.12%) Snowflake
12 6 (0.96%) Slack
13 5 (0.80%) Prefect
13 5 (0.80%) Virtual Private Cloud
14 4 (0.64%) Amazon SageMaker
14 4 (0.64%) Vertex AI
15 3 (0.48%) AWS Lambda
15 3 (0.48%) Azure Data Factory
15 3 (0.48%) Serverless
Communications & Networking
1 20 (3.19%) Broadband
2 13 (2.08%) Multicast
3 8 (1.28%) LTE
4 7 (1.12%) 3GPP
4 7 (1.12%) 5G
4 7 (1.12%) GSM
4 7 (1.12%) Radio Access Network
4 7 (1.12%) RANAP
4 7 (1.12%) SS7
4 7 (1.12%) UMTS
4 7 (1.12%) Wireshark
5 6 (0.96%) Software-Defined Radio
6 4 (0.64%) Internet
6 4 (0.64%) Wireless
7 3 (0.48%) Wi-Fi
8 2 (0.32%) Ethernet
8 2 (0.32%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) RS-422
9 1 (0.16%) X.509
Database & Business Intelligence
1 23 (3.67%) GIS
1 23 (3.67%) Metadata
2 21 (3.35%) PostgreSQL
3 17 (2.72%) QGIS
3 17 (2.72%) Spatial Data
4 14 (2.24%) BigQuery
5 13 (2.08%) Big Data
5 13 (2.08%) Elasticsearch
6 11 (1.76%) MongoDB
7 8 (1.28%) Power BI
8 7 (1.12%) Amazon RDS
9 6 (0.96%) NoSQL
10 5 (0.80%) Amazon Athena
10 5 (0.80%) Relational Database
11 4 (0.64%) DynamoDB
11 4 (0.64%) Hadoop
11 4 (0.64%) MySQL
11 4 (0.64%) Redis
11 4 (0.64%) Tableau
12 3 (0.48%) Data Mining
Development Applications
1 72 (11.50%) Git
2 56 (8.95%) Visual Studio Code
3 21 (3.35%) Rational DOORS
4 18 (2.88%) GitLab
5 17 (2.72%) JIRA
6 14 (2.24%) Jenkins
7 7 (1.12%) GCC
7 7 (1.12%) GDB
8 4 (0.64%) CMake
9 3 (0.48%) PetaLinux
9 3 (0.48%) Visual Studio
10 2 (0.32%) MLflow
10 2 (0.32%) Plastic SCM
10 2 (0.32%) TeamCity
11 1 (0.16%) Bitbucket
11 1 (0.16%) Rational Rhapsody
11 1 (0.16%) Valgrind
General
1 164 (26.20%) Finance
2 82 (13.10%) Social Skills
3 77 (12.30%) Analytical Skills
4 62 (9.90%) Retail
5 56 (8.95%) Inclusion and Diversity
6 54 (8.63%) Marketing
7 41 (6.55%) Manufacturing
8 33 (5.27%) Banking
9 27 (4.31%) Electronics
10 25 (3.99%) Aerospace
11 23 (3.67%) Games
11 23 (3.67%) Law
12 21 (3.35%) Advertising
13 19 (3.04%) Front Office
14 16 (2.56%) Legal
15 12 (1.92%) Financial Institution
16 11 (1.76%) Automotive
16 11 (1.76%) Telecoms
17 7 (1.12%) Investment Banking
17 7 (1.12%) Presentation Skills
Job Titles
1 158 (25.24%) Software Engineer
2 133 (21.25%) Senior
3 109 (17.41%) Developer
4 52 (8.31%) Lead
5 48 (7.67%) Senior Software Engineer
6 47 (7.51%) Python Developer
7 40 (6.39%) Senior Developer
8 39 (6.23%) Embedded Engineer
9 37 (5.91%) C++ Software Engineer
10 35 (5.59%) Data Scientist
11 33 (5.27%) Artificial Intelligence Programmer
11 33 (5.27%) Programmer
12 32 (5.11%) Trainee
12 32 (5.11%) Trainee Programmer
13 26 (4.15%) Python Engineer
14 22 (3.51%) Consultant
15 21 (3.35%) FPGA Engineer
15 21 (3.35%) Systems Engineer
16 20 (3.19%) Embedded Software Engineer
17 19 (3.04%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 59 (9.42%) NumPy
1 59 (9.42%) Pandas
2 49 (7.83%) PyTorch
3 41 (6.55%) Hugging Face
3 41 (6.55%) Streamlit
4 40 (6.39%) scikit-learn
5 36 (5.75%) Matplotlib
6 33 (5.27%) Boost C++ Libraries
7 26 (4.15%) React
8 23 (3.67%) HTML
8 23 (3.67%) TensorFlow
9 20 (3.19%) .NET
10 19 (3.04%) CSS
11 17 (2.72%) FIX Protocol
12 16 (2.56%) Django
13 15 (2.40%) REST
14 14 (2.24%) Kafka
15 13 (2.08%) pytest
16 10 (1.60%) Yocto
17 9 (1.44%) Flask
Miscellaneous
1 90 (14.38%) Data Structures
2 45 (7.19%) Distributed Systems
3 37 (5.91%) Embedded Systems
4 35 (5.59%) Equities
5 29 (4.63%) FPGA
6 22 (3.51%) VHDL
7 21 (3.35%) Product Ownership
8 20 (3.19%) Hedge funds
8 20 (3.19%) Management Information System
9 19 (3.04%) Robotics
10 17 (2.72%) PCIe
11 14 (2.24%) Derivative
11 14 (2.24%) Fixed Income
11 14 (2.24%) Greenfield Project
11 14 (2.24%) Video\Live Streaming
12 12 (1.92%) Driving Licence
13 10 (1.60%) Cloud Native
13 10 (1.60%) NVMe
13 10 (1.60%) Public Cloud
13 10 (1.60%) Renewable Energy
Operating Systems
1 68 (10.86%) Linux
2 13 (2.08%) Windows
3 10 (1.60%) 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
1 252 (40.26%) Software Engineering
2 204 (32.59%) AI
3 178 (28.43%) Machine Learning
4 155 (24.76%) Computer Science
5 119 (19.01%) Data Science
6 106 (16.93%) Agile
7 105 (16.77%) Problem-Solving
8 102 (16.29%) Analytics
9 79 (12.62%) OOP
10 75 (11.98%) OO
11 73 (11.66%) Visualisation
12 72 (11.50%) CI/CD
13 68 (10.86%) Mathematics
13 68 (10.86%) Validation
14 63 (10.06%) Continuous Improvement
15 62 (9.90%) Signal Processing
16 61 (9.74%) Test Automation
17 60 (9.58%) Workflow
18 58 (9.27%) Mentoring
19 54 (8.63%) SDLC
Programming Languages
1 361 (57.67%) Python
2 155 (24.76%) C++
3 59 (9.42%) C
4 50 (7.99%) C#
5 44 (7.03%) SQL
6 37 (5.91%) Java
7 26 (4.15%) TypeScript
8 24 (3.83%) MATLAB
9 23 (3.67%) Rust
10 22 (3.51%) JavaScript
11 17 (2.72%) Embedded C++
11 17 (2.72%) Go
12 14 (2.24%) Embedded C
13 12 (1.92%) Assembly Language
14 11 (1.76%) R
15 4 (0.64%) Bash
15 4 (0.64%) VBA
16 3 (0.48%) Fortran
16 3 (0.48%) Julia
16 3 (0.48%) Shell Script
Qualifications
1 156 (24.92%) Degree
2 69 (11.02%) Security Cleared
3 50 (7.99%) Computer Science Degree
4 47 (7.51%) AWS Certification
5 37 (5.91%) SC Cleared
6 35 (5.59%) AWS Certified Cloud Practitioner
7 33 (5.27%) Master's Degree
8 30 (4.79%) DV Cleared
9 25 (3.99%) PhD
10 21 (3.35%) BPSS Clearance
11 7 (1.12%) Numerate Degree
12 3 (0.48%) AWS Certified Solutions Architect
13 2 (0.32%) DBS Check
13 2 (0.32%) Microsoft Certification
14 1 (0.16%) HND
14 1 (0.16%) ITIL Certification
14 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 47 (7.51%) QA
2 31 (4.95%) Accessibility
3 12 (1.92%) GDPR
4 10 (1.60%) Data Quality
4 10 (1.60%) ISO/IEC 15288
5 6 (0.96%) Automotive SPICE
5 6 (0.96%) ISO 26262
5 6 (0.96%) MISRA
5 6 (0.96%) MISRA C
6 4 (0.64%) Actionable Recommendations
6 4 (0.64%) ISO/IEC 12207
7 1 (0.16%) AUTOSAR
7 1 (0.16%) EMIR
7 1 (0.16%) ISO 9001
7 1 (0.16%) MiFID
System Software
1 54 (8.63%) Docker
2 44 (7.03%) Firmware
3 22 (3.51%) 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 34 (5.43%) Kubernetes
2 17 (2.72%) Terraform
3 6 (0.96%) Kubeflow
4 5 (0.80%) Ansible
4 5 (0.80%) SCCM
4 5 (0.80%) SCOM
4 5 (0.80%) Tivoli Identity Manager
5 3 (0.48%) Argo
5 3 (0.48%) Grafana
5 3 (0.48%) Prometheus
6 1 (0.16%) Functional Safety
Vendors
1 53 (8.47%) Google
2 49 (7.83%) Microsoft
3 12 (1.92%) IBM
3 12 (1.92%) Screaming Frog
4 11 (1.76%) Xilinx
5 10 (1.60%) Altera
6 9 (1.44%) Databricks
7 6 (0.96%) Ahrefs
7 6 (0.96%) Botify
8 5 (0.80%) Dell
8 5 (0.80%) HP
8 5 (0.80%) McAfee
8 5 (0.80%) OpenAI
8 5 (0.80%) TikTok
8 5 (0.80%) VMware
9 3 (0.48%) Dynatrace
9 3 (0.48%) Foundry
9 3 (0.48%) Rockwell
9 3 (0.48%) Sitebulb
9 3 (0.48%) Splunk