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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 316 207 137
Rank change year-on-year -109 -70 +66
Permanent jobs citing Algorithms 591 770 1,942
As % of all permanent jobs in the UK 0.60% 1.57% 1.98%
As % of the Miscellaneous category 2.31% 3.82% 5.85%
Number of salaries quoted 395 299 657
10th Percentile £33,750 £37,500 £38,750
25th Percentile £36,850 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -8.45%
75th Percentile £85,000 £98,474 £81,250
90th Percentile £100,000 £125,000 £98,339
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 25,615 20,176 33,192
As % of all permanent jobs advertised in the UK 25.89% 41.07% 33.81%
Number of salaries quoted 16,347 10,012 21,055
10th Percentile £30,700 £29,250 £28,925
25th Percentile £41,250 £38,500 £39,750
Median annual salary (50th Percentile) £58,445 £57,500 £55,000
Median % change year-on-year +1.64% +4.55% -15.37%
75th Percentile £80,000 £78,750 £76,250
90th Percentile £100,000 £107,500 £100,000
UK excluding London median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - -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 17 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 17 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 -77 546 £65,000 -7.14% 314
UK excluding London -101 367 £60,000 - 180
London -62 198 £95,000 -13.64% 161
Work from Home -105 137 £61,250 -5.77% 89
South East -41 126 £70,000 +12.90% 52
East of England -2 80 £65,000 +18.18% 40
North of England -6 70 £37,500 -49.66% 39
South West -85 42 £55,000 +10.00% 29
Midlands -22 33 £37,500 -37.50% 20
North West -14 28 £37,500 -56.01% 18
West Midlands -8 26 £37,500 -37.50% 6
Yorkshire -19 25 £37,500 -46.43% 10
North East -43 17 £52,000 -54.78% 13
Scotland -62 12 £38,500 -33.04% 6
East Midlands -17 6 £57,500 +112.96% 14
Wales -63 2 £39,500 -39.23%
Northern Ireland - 2 £39,500 - 3

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 56 (9.48%) Jupyter
2 20 (3.38%) ArcGIS
3 8 (1.35%) CMS
4 7 (1.18%) Apache Airflow
5 6 (1.02%) SAS
6 5 (0.85%) Apache Spark
7 2 (0.34%) Apache Pulsar
7 2 (0.34%) Confluence
8 1 (0.17%) Apache
8 1 (0.17%) Kinematics
8 1 (0.17%) SharePoint
Applications
1 56 (9.48%) Chatbot
2 12 (2.03%) Simulink
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
3 3 (0.51%) Microsoft Excel
4 2 (0.34%) Microsoft Office
4 2 (0.34%) OrCAD
5 1 (0.17%) Microsoft PowerPoint
Business Applications
1 10 (1.69%) Towers Watson Igloo
Cloud Services
1 146 (24.70%) AWS
2 70 (11.84%) Azure
3 61 (10.32%) Cloud Computing
4 30 (5.08%) GCP
5 20 (3.38%) Google Analytics
6 17 (2.88%) GitHub
7 15 (2.54%) SaaS
8 10 (1.69%) Google Ads
9 8 (1.35%) Amazon EKS
9 8 (1.35%) Slack
10 7 (1.18%) Amazon ECS
11 5 (0.85%) Prefect
11 5 (0.85%) Virtual Private Cloud
12 4 (0.68%) AWS Lambda
12 4 (0.68%) Power Platform
12 4 (0.68%) Serverless
12 4 (0.68%) Vertex AI
13 3 (0.51%) Amazon SageMaker
13 3 (0.51%) Azure Data Factory
14 2 (0.34%) Azure DevOps
Communications & Networking
1 22 (3.72%) Broadband
2 16 (2.71%) Multicast
3 6 (1.02%) 5G
3 6 (1.02%) Software-Defined Radio
4 5 (0.85%) Ethernet
5 4 (0.68%) 3GPP
5 4 (0.68%) GSM
5 4 (0.68%) Internet
5 4 (0.68%) LTE
5 4 (0.68%) Radio Access Network
5 4 (0.68%) RANAP
5 4 (0.68%) SS7
5 4 (0.68%) UMTS
5 4 (0.68%) Wireshark
6 3 (0.51%) Wi-Fi
6 3 (0.51%) Wireless
7 2 (0.34%) Firewall
8 1 (0.17%) IPsec
8 1 (0.17%) RS-422
8 1 (0.17%) X.509
Database & Business Intelligence
1 27 (4.57%) GIS
2 24 (4.06%) Metadata
3 21 (3.55%) PostgreSQL
3 21 (3.55%) QGIS
3 21 (3.55%) Spatial Data
4 18 (3.05%) BigQuery
5 17 (2.88%) Elasticsearch
6 11 (1.86%) MongoDB
7 10 (1.69%) Big Data
8 7 (1.18%) Amazon RDS
9 5 (0.85%) Amazon Athena
10 4 (0.68%) DynamoDB
10 4 (0.68%) MySQL
10 4 (0.68%) NoSQL
10 4 (0.68%) Redis
11 2 (0.34%) Amazon Redshift
11 2 (0.34%) Data Lake
11 2 (0.34%) Pinecone
11 2 (0.34%) Relational Database
11 2 (0.34%) SQL Server
Development Applications
1 77 (13.03%) Visual Studio Code
2 72 (12.18%) Git
3 20 (3.38%) JIRA
4 17 (2.88%) GitLab
5 16 (2.71%) Rational DOORS
6 6 (1.02%) Jenkins
7 4 (0.68%) GCC
7 4 (0.68%) GDB
8 3 (0.51%) MLflow
8 3 (0.51%) PetaLinux
9 2 (0.34%) CMake
9 2 (0.34%) Plastic SCM
9 2 (0.34%) TeamCity
9 2 (0.34%) Visual Studio
10 1 (0.17%) Bitbucket
10 1 (0.17%) Valgrind
General
1 154 (26.06%) Finance
2 81 (13.71%) Social Skills
3 73 (12.35%) Analytical Skills
4 72 (12.18%) Retail
5 62 (10.49%) Manufacturing
6 41 (6.94%) Marketing
7 29 (4.91%) Inclusion and Diversity
8 26 (4.40%) Electronics
9 24 (4.06%) Banking
10 20 (3.38%) Advertising
11 18 (3.05%) Front Office
12 17 (2.88%) Automotive
13 16 (2.71%) Games
14 14 (2.37%) Aerospace
15 11 (1.86%) Legal
16 8 (1.35%) Telecoms
17 7 (1.18%) Financial Institution
17 7 (1.18%) Presentation Skills
18 6 (1.02%) Law
19 4 (0.68%) French Language
Job Titles
1 145 (24.53%) Software Engineer
2 133 (22.50%) Senior
3 107 (18.10%) Developer
4 52 (8.80%) Artificial Intelligence Programmer
4 52 (8.80%) Programmer
5 51 (8.63%) Senior Software Engineer
5 51 (8.63%) Trainee
5 51 (8.63%) Trainee Programmer
6 50 (8.46%) Python Developer
7 43 (7.28%) Senior Developer
8 42 (7.11%) Lead
9 41 (6.94%) C++ Software Engineer
10 37 (6.26%) Embedded Engineer
11 29 (4.91%) Python Engineer
12 28 (4.74%) Data Scientist
13 25 (4.23%) Consultant
14 23 (3.89%) Python Software Engineer
15 22 (3.72%) Artificial Intelligence Consultant
15 22 (3.72%) FPGA Engineer
16 20 (3.38%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 77 (13.03%) NumPy
1 77 (13.03%) Pandas
2 60 (10.15%) Streamlit
3 58 (9.81%) scikit-learn
4 57 (9.64%) Hugging Face
5 55 (9.31%) Matplotlib
6 51 (8.63%) PyTorch
7 39 (6.60%) Boost C++ Libraries
8 26 (4.40%) TensorFlow
9 24 (4.06%) HTML
10 21 (3.55%) React
11 20 (3.38%) CSS
11 20 (3.38%) Django
12 18 (3.05%) .NET
13 17 (2.88%) FIX Protocol
14 16 (2.71%) pytest
15 14 (2.37%) REST
16 9 (1.52%) Flask
16 9 (1.52%) Node.js
16 9 (1.52%) OpenCV
Miscellaneous
1 87 (14.72%) Data Structures
2 48 (8.12%) Distributed Systems
3 40 (6.77%) Embedded Systems
4 37 (6.26%) Equities
5 31 (5.25%) FPGA
6 23 (3.89%) Management Information System
7 22 (3.72%) Hedge funds
8 21 (3.55%) Product Ownership
9 20 (3.38%) VHDL
10 19 (3.21%) PCIe
11 18 (3.05%) Greenfield Project
11 18 (3.05%) Robotics
12 17 (2.88%) Derivative
12 17 (2.88%) Fixed Income
13 16 (2.71%) Video\Live Streaming
14 11 (1.86%) Driving Licence
15 10 (1.69%) NVMe
15 10 (1.69%) Onboarding
15 10 (1.69%) Public Cloud
16 9 (1.52%) Cloud Native
Operating Systems
1 67 (11.34%) Linux
2 11 (1.86%) Windows
3 8 (1.35%) Embedded Linux
4 7 (1.18%) Robot Operating System
5 5 (0.85%) Windows Server 2008
5 5 (0.85%) Windows Server 2012
5 5 (0.85%) Windows Server 2016
5 5 (0.85%) Windows Server 2019
6 4 (0.68%) Android
6 4 (0.68%) Apple iOS
6 4 (0.68%) Windows Server
7 2 (0.34%) Unix
8 1 (0.17%) FreeRTOS
Processes & Methodologies
1 244 (41.29%) Software Engineering
2 188 (31.81%) AI
3 176 (29.78%) Machine Learning
4 152 (25.72%) Computer Science
5 106 (17.94%) Data Science
6 103 (17.43%) OOP
7 96 (16.24%) Analytics
8 95 (16.07%) OO
9 93 (15.74%) Agile
10 87 (14.72%) Visualisation
11 86 (14.55%) Problem-Solving
12 76 (12.86%) Workflow
13 67 (11.34%) Continuous Improvement
14 66 (11.17%) LLM
15 64 (10.83%) Validation
16 62 (10.49%) CI/CD
17 61 (10.32%) Signal Processing
18 56 (9.48%) Conversational UI
18 56 (9.48%) Data Analysis
18 56 (9.48%) Retrieval-Augmented Generation
Programming Languages
1 360 (60.91%) Python
2 157 (26.57%) C++
3 59 (9.98%) C
4 51 (8.63%) C#
5 38 (6.43%) SQL
6 25 (4.23%) Java
7 24 (4.06%) Rust
8 23 (3.89%) MATLAB
8 23 (3.89%) TypeScript
9 19 (3.21%) JavaScript
10 14 (2.37%) Embedded C++
11 13 (2.20%) Embedded C
11 13 (2.20%) Go
12 12 (2.03%) Assembly Language
13 5 (0.85%) R
14 4 (0.68%) Julia
15 3 (0.51%) VBA
16 2 (0.34%) Bash
17 1 (0.17%) SystemVerilog
17 1 (0.17%) VC++
Qualifications
1 133 (22.50%) Degree
2 63 (10.66%) AWS Certification
3 54 (9.14%) AWS Certified Cloud Practitioner
4 51 (8.63%) Security Cleared
5 44 (7.45%) Computer Science Degree
6 37 (6.26%) Master's Degree
7 25 (4.23%) SC Cleared
8 20 (3.38%) PhD
9 18 (3.05%) DV Cleared
10 11 (1.86%) BPSS Clearance
11 7 (1.18%) Numerate Degree
12 3 (0.51%) DBS Check
13 2 (0.34%) Microsoft Certification
14 1 (0.17%) HND
14 1 (0.17%) ITIL Certification
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 50 (8.46%) QA
2 25 (4.23%) Accessibility
3 10 (1.69%) GDPR
3 10 (1.69%) ISO/IEC 15288
4 6 (1.02%) Automotive SPICE
4 6 (1.02%) Data Quality
4 6 (1.02%) ISO 26262
4 6 (1.02%) MISRA
4 6 (1.02%) MISRA C
5 4 (0.68%) ISO/IEC 12207
6 1 (0.17%) Actionable Recommendations
6 1 (0.17%) AUTOSAR
6 1 (0.17%) EMIR
6 1 (0.17%) MiFID
System Software
1 44 (7.45%) Firmware
2 43 (7.28%) Docker
3 21 (3.55%) Embedded Firmware
4 5 (0.85%) Active Directory
4 5 (0.85%) Hyper-V
4 5 (0.85%) VMware ESXi
4 5 (0.85%) VMware Infrastructure
5 1 (0.17%) IAG
Systems Management
1 22 (3.72%) Kubernetes
2 12 (2.03%) Terraform
3 8 (1.35%) Kubeflow
4 5 (0.85%) SCCM
4 5 (0.85%) SCOM
4 5 (0.85%) Tivoli Identity Manager
5 1 (0.17%) Functional Safety
Vendors
1 66 (11.17%) Microsoft
2 55 (9.31%) Google
3 13 (2.20%) Altera
4 11 (1.86%) IBM
4 11 (1.86%) Xilinx
5 10 (1.69%) Databricks
6 9 (1.52%) Screaming Frog
7 6 (1.02%) Botify
8 5 (0.85%) Dell
8 5 (0.85%) HP
8 5 (0.85%) McAfee
8 5 (0.85%) OpenAI
8 5 (0.85%) TikTok
8 5 (0.85%) VMware
9 3 (0.51%) Ahrefs
9 3 (0.51%) Foundry
9 3 (0.51%) Rockwell
10 1 (0.17%) Facebook
10 1 (0.17%) Instagram
10 1 (0.17%) Thales