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

6 months to
19 Aug 2026
Same period 2025 Same period 2024
Rank 324 222 136
Rank change year-on-year -102 -86 +148
Permanent jobs citing Algorithms 600 714 1,545
As % of all permanent jobs in the UK 0.56% 1.43% 1.86%
As % of the Miscellaneous category 2.14% 3.47% 5.66%
Number of salaries quoted 378 284 455
10th Percentile £33,750 £37,424 £39,100
25th Percentile £47,500 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £69,000 £63,000
Median % change year-on-year -5.80% +9.52% -13.10%
75th Percentile £80,000 £105,313 £80,000
90th Percentile £100,000 £126,750 £99,900
UK excluding London median annual salary £60,000 £56,250 £60,000
% change year-on-year +6.67% -6.25% -

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 28,034 20,602 27,280
As % of all permanent jobs advertised in the UK 26.10% 41.28% 32.78%
Number of salaries quoted 17,561 10,368 15,900
10th Percentile £31,125 £28,750 £30,385
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -10.16%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £103,750 £102,500
UK excluding London median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -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 19 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 19 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 -73 551 £65,000 -7.14% 801
UK excluding London -84 369 £60,000 +6.67% 415
London -84 207 £90,000 -18.18% 468
Work from Home -33 162 £58,000 -17.85% 285
South East -39 124 £67,500 +8.87% 109
East of England +1 95 £65,000 +18.18% 95
North of England -17 56 £50,000 - 70
South West -48 45 £56,000 +22.07% 52
Midlands -33 26 £40,250 -30.00% 38
Yorkshire -7 24 £37,500 +7.14% 19
West Midlands -18 20 £40,250 -32.92% 17
Scotland -59 19 £39,500 -40.15% 47
North West -19 18 £60,000 +20.00% 37
North East -45 14 £56,000 -51.30% 17
East Midlands -23 5 £47,500 +75.93% 21
Wales -70 2 £39,500 -39.23% 8
Northern Ireland - 2 £39,500 - 6

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 20 (3.33%) Jupyter
2 12 (2.00%) Apache Spark
3 11 (1.83%) CMS
4 9 (1.50%) Apache Airflow
5 7 (1.17%) ArcGIS
6 6 (1.00%) SAS
7 3 (0.50%) Apache
8 2 (0.33%) Apache Pulsar
8 2 (0.33%) Confluence
9 1 (0.17%) Kinematics
9 1 (0.17%) R Markdown
9 1 (0.17%) SharePoint
Applications
1 20 (3.33%) Chatbot
2 12 (2.00%) Simulink
3 3 (0.50%) Blender
3 3 (0.50%) CATIA
3 3 (0.50%) Maya
3 3 (0.50%) Microsoft Excel
4 2 (0.33%) Microsoft Office
5 1 (0.17%) Microsoft PowerPoint
5 1 (0.17%) OrCAD
Business Applications
1 10 (1.67%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
Cloud Services
1 109 (18.17%) AWS
2 67 (11.17%) Azure
3 32 (5.33%) GCP
4 21 (3.50%) Cloud Computing
5 18 (3.00%) GitHub
6 15 (2.50%) SaaS
7 14 (2.33%) Google Analytics
8 13 (2.17%) Google Ads
9 10 (1.67%) Amazon ECS
9 10 (1.67%) Power Platform
10 8 (1.33%) Snowflake
11 7 (1.17%) Amazon EKS
12 6 (1.00%) Slack
13 5 (0.83%) Prefect
13 5 (0.83%) Vertex AI
13 5 (0.83%) Virtual Private Cloud
14 4 (0.67%) Azure Data Factory
15 3 (0.50%) Amazon SageMaker
15 3 (0.50%) AWS Lambda
15 3 (0.50%) Serverless
Communications & Networking
1 20 (3.33%) Broadband
2 13 (2.17%) Multicast
3 8 (1.33%) LTE
4 7 (1.17%) 3GPP
4 7 (1.17%) 5G
4 7 (1.17%) GSM
4 7 (1.17%) Radio Access Network
4 7 (1.17%) RANAP
4 7 (1.17%) SS7
4 7 (1.17%) UMTS
4 7 (1.17%) Wireshark
5 6 (1.00%) Software-Defined Radio
6 4 (0.67%) Internet
6 4 (0.67%) Wireless
7 3 (0.50%) Wi-Fi
8 2 (0.33%) Ethernet
8 2 (0.33%) Firewall
9 1 (0.17%) IPsec
9 1 (0.17%) RS-422
9 1 (0.17%) X.509
Database & Business Intelligence
1 22 (3.67%) Metadata
2 20 (3.33%) PostgreSQL
3 14 (2.33%) Big Data
3 14 (2.33%) GIS
4 12 (2.00%) BigQuery
5 11 (1.83%) Elasticsearch
5 11 (1.83%) MongoDB
6 8 (1.33%) Power BI
6 8 (1.33%) QGIS
6 8 (1.33%) Spatial Data
7 7 (1.17%) Amazon RDS
8 5 (0.83%) NoSQL
8 5 (0.83%) Relational Database
9 4 (0.67%) Amazon Athena
9 4 (0.67%) Hadoop
9 4 (0.67%) MySQL
9 4 (0.67%) Redis
9 4 (0.67%) Tableau
10 3 (0.50%) Data Mining
10 3 (0.50%) Data Warehouse
Development Applications
1 71 (11.83%) Git
2 37 (6.17%) Visual Studio Code
3 20 (3.33%) Rational DOORS
4 17 (2.83%) GitLab
4 17 (2.83%) JIRA
5 13 (2.17%) Jenkins
6 7 (1.17%) GCC
6 7 (1.17%) GDB
7 4 (0.67%) CMake
8 3 (0.50%) PetaLinux
8 3 (0.50%) Visual Studio
9 2 (0.33%) MLflow
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.17%) Bitbucket
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 147 (24.50%) Finance
2 81 (13.50%) Social Skills
3 76 (12.67%) Analytical Skills
4 57 (9.50%) Inclusion and Diversity
5 51 (8.50%) Marketing
6 43 (7.17%) Retail
7 34 (5.67%) Banking
8 27 (4.50%) Electronics
9 24 (4.00%) Aerospace
9 24 (4.00%) Games
10 23 (3.83%) Law
10 23 (3.83%) Manufacturing
11 20 (3.33%) Advertising
12 18 (3.00%) Front Office
13 16 (2.67%) Legal
14 14 (2.33%) Financial Institution
15 11 (1.83%) Telecoms
16 9 (1.50%) Automotive
17 7 (1.17%) Investment Banking
18 6 (1.00%) Presentation Skills
Job Titles
1 160 (26.67%) Software Engineer
2 131 (21.83%) Senior
3 107 (17.83%) Developer
4 53 (8.83%) Lead
5 48 (8.00%) Senior Software Engineer
6 46 (7.67%) Python Developer
7 39 (6.50%) Embedded Engineer
8 38 (6.33%) Senior Developer
9 37 (6.17%) C++ Software Engineer
10 35 (5.83%) Data Scientist
11 26 (4.33%) Python Engineer
12 21 (3.50%) FPGA Engineer
13 20 (3.33%) Embedded Software Engineer
13 20 (3.33%) Systems Engineer
14 19 (3.17%) Python Software Engineer
14 19 (3.17%) Senior Embedded Engineer
15 18 (3.00%) Quantitative Developer
16 16 (2.67%) Senior Python Developer
16 16 (2.67%) SEO Specialist
17 15 (2.50%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 41 (6.83%) NumPy
1 41 (6.83%) Pandas
1 41 (6.83%) PyTorch
2 32 (5.33%) Boost C++ Libraries
3 25 (4.17%) React
4 24 (4.00%) TensorFlow
5 23 (3.83%) HTML
5 23 (3.83%) Hugging Face
5 23 (3.83%) Streamlit
6 22 (3.67%) scikit-learn
7 21 (3.50%) .NET
8 19 (3.17%) CSS
9 18 (3.00%) Matplotlib
10 17 (2.83%) FIX Protocol
11 15 (2.50%) REST
12 14 (2.33%) Django
12 14 (2.33%) Kafka
13 13 (2.17%) pytest
14 10 (1.67%) Yocto
15 9 (1.50%) Flask
Miscellaneous
1 89 (14.83%) Data Structures
2 42 (7.00%) Distributed Systems
3 37 (6.17%) Embedded Systems
4 34 (5.67%) Equities
5 29 (4.83%) FPGA
6 21 (3.50%) Product Ownership
6 21 (3.50%) Robotics
6 21 (3.50%) VHDL
7 19 (3.17%) Hedge funds
8 18 (3.00%) Management Information System
9 17 (2.83%) PCIe
10 14 (2.33%) Derivative
10 14 (2.33%) Fixed Income
10 14 (2.33%) Video\Live Streaming
11 12 (2.00%) Driving Licence
11 12 (2.00%) Greenfield Project
12 10 (1.67%) NVMe
12 10 (1.67%) Renewable Energy
12 10 (1.67%) Verilog
13 9 (1.50%) Public Cloud
Operating Systems
1 66 (11.00%) Linux
2 14 (2.33%) Windows
3 10 (1.67%) Embedded Linux
4 5 (0.83%) Windows Server 2008
4 5 (0.83%) Windows Server 2012
4 5 (0.83%) Windows Server 2016
4 5 (0.83%) Windows Server 2019
5 4 (0.67%) Robot Operating System
5 4 (0.67%) Windows Server
6 3 (0.50%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 252 (42.00%) Software Engineering
2 181 (30.17%) AI
3 157 (26.17%) Machine Learning
4 153 (25.50%) Computer Science
5 109 (18.17%) Data Science
6 105 (17.50%) Problem-Solving
7 103 (17.17%) Agile
8 90 (15.00%) Analytics
9 71 (11.83%) Mathematics
10 70 (11.67%) CI/CD
11 60 (10.00%) OOP
11 60 (10.00%) Signal Processing
11 60 (10.00%) Test Automation
12 59 (9.83%) Validation
13 58 (9.67%) Continuous Improvement
14 57 (9.50%) Decision-Making
15 56 (9.33%) Mentoring
15 56 (9.33%) OO
16 55 (9.17%) Visualisation
17 51 (8.50%) SDLC
Programming Languages
1 332 (55.33%) Python
2 152 (25.33%) C++
3 59 (9.83%) C
4 51 (8.50%) C#
5 45 (7.50%) SQL
6 38 (6.33%) Java
7 25 (4.17%) MATLAB
7 25 (4.17%) TypeScript
8 23 (3.83%) JavaScript
9 22 (3.67%) Rust
10 17 (2.83%) Go
11 16 (2.67%) Embedded C++
12 13 (2.17%) Embedded C
13 12 (2.00%) Assembly Language
14 11 (1.83%) R
15 4 (0.67%) Bash
15 4 (0.67%) VBA
16 3 (0.50%) Fortran
16 3 (0.50%) Julia
17 2 (0.33%) Shell Script
Qualifications
1 158 (26.33%) Degree
2 70 (11.67%) Security Cleared
3 48 (8.00%) Computer Science Degree
4 37 (6.17%) SC Cleared
5 34 (5.67%) Master's Degree
6 30 (5.00%) DV Cleared
7 28 (4.67%) AWS Certification
7 28 (4.67%) PhD
8 20 (3.33%) BPSS Clearance
9 17 (2.83%) AWS Certified Cloud Practitioner
10 8 (1.33%) Numerate Degree
11 3 (0.50%) AWS Certified Solutions Architect
12 2 (0.33%) DBS Check
12 2 (0.33%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) ITIL Certification
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 38 (6.33%) QA
2 22 (3.67%) Accessibility
3 12 (2.00%) GDPR
4 10 (1.67%) Data Quality
5 9 (1.50%) ISO/IEC 15288
6 6 (1.00%) Automotive SPICE
6 6 (1.00%) ISO 26262
6 6 (1.00%) MISRA
6 6 (1.00%) MISRA C
7 5 (0.83%) Actionable Recommendations
8 4 (0.67%) ISO/IEC 12207
9 1 (0.17%) AUTOSAR
9 1 (0.17%) EMIR
9 1 (0.17%) ISO 9001
9 1 (0.17%) MiFID
System Software
1 53 (8.83%) Docker
2 43 (7.17%) Firmware
3 22 (3.67%) Embedded Firmware
4 5 (0.83%) Active Directory
4 5 (0.83%) Hyper-V
4 5 (0.83%) VMware ESXi
4 5 (0.83%) VMware Infrastructure
5 2 (0.33%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.50%) Kubernetes
2 16 (2.67%) Terraform
3 6 (1.00%) Kubeflow
4 5 (0.83%) Ansible
4 5 (0.83%) SCCM
4 5 (0.83%) SCOM
4 5 (0.83%) Tivoli Identity Manager
5 3 (0.50%) Argo
5 3 (0.50%) Grafana
5 3 (0.50%) Prometheus
6 1 (0.17%) Functional Safety
Vendors
1 49 (8.17%) Google
2 32 (5.33%) Microsoft
3 12 (2.00%) Screaming Frog
4 11 (1.83%) IBM
4 11 (1.83%) Xilinx
5 10 (1.67%) Altera
6 9 (1.50%) Databricks
7 6 (1.00%) Ahrefs
7 6 (1.00%) Botify
8 5 (0.83%) Dell
8 5 (0.83%) HP
8 5 (0.83%) McAfee
8 5 (0.83%) OpenAI
8 5 (0.83%) TikTok
8 5 (0.83%) VMware
9 4 (0.67%) Foundry
9 4 (0.67%) Sitebulb
10 3 (0.50%) Dynatrace
10 3 (0.50%) Rockwell
10 3 (0.50%) Splunk