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

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 314 206 137
Rank change year-on-year -108 -69 +71
Permanent jobs citing Algorithms 584 765 2,036
As % of all permanent jobs in the UK 0.60% 1.56% 1.99%
As % of the Miscellaneous category 2.29% 3.81% 5.88%
Number of salaries quoted 389 297 720
10th Percentile £33,750 £37,500 £38,750
25th Percentile £37,449 £47,500 £48,750
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -10.71%
75th Percentile £85,000 £97,528 £81,250
90th Percentile £100,000 £125,000 £97,575
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 25,460 20,103 34,605
As % of all permanent jobs advertised in the UK 26.00% 41.08% 33.90%
Number of salaries quoted 16,234 9,890 22,281
10th Percentile £30,500 £29,500 £28,500
25th Percentile £41,250 £39,000 £38,918
Median annual salary (50th Percentile) £58,750 £57,500 £55,000
Median % change year-on-year +2.17% +4.55% -14.10%
75th Percentile £80,000 £79,940 £75,000
90th Percentile £100,000 £108,750 £100,000
UK excluding London median annual salary £51,619 £50,000 £50,000
% change year-on-year +3.24% - -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 10 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 10 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 -83 539 £65,000 -7.14% 306
UK excluding London -107 359 £60,000 - 200
London -61 198 £95,000 -13.64% 132
Work from Home -87 135 £60,000 -7.69% 96
South East -54 124 £70,000 +12.90% 57
East of England +1 77 £65,000 +18.18% 43
North of England -20 67 £37,500 -51.46% 43
South West -88 43 £55,000 +10.00% 40
Midlands -21 33 £37,500 -34.78% 19
North West -10 29 £37,500 -56.01% 18
West Midlands -2 26 £37,500 -37.50% 7
Yorkshire -19 21 £37,500 -46.43% 13
North East -32 17 £52,000 -54.78% 14
Scotland -57 11 £38,500 -33.04% 3
East Midlands -26 6 £57,500 +112.96% 12
Wales -59 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 (9.59%) Jupyter
2 20 (3.42%) ArcGIS
3 8 (1.37%) Apache Airflow
3 8 (1.37%) CMS
4 6 (1.03%) Apache Spark
4 6 (1.03%) SAS
5 2 (0.34%) Apache Pulsar
5 2 (0.34%) Confluence
6 1 (0.17%) Apache
6 1 (0.17%) Kinematics
6 1 (0.17%) SharePoint
Applications
1 56 (9.59%) Chatbot
2 13 (2.23%) 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 11 (1.88%) Towers Watson Igloo
Cloud Services
1 146 (25.00%) AWS
2 72 (12.33%) Azure
3 61 (10.45%) Cloud Computing
4 31 (5.31%) GCP
5 19 (3.25%) Google Analytics
6 18 (3.08%) GitHub
7 15 (2.57%) SaaS
8 9 (1.54%) Google Ads
9 8 (1.37%) Amazon EKS
9 8 (1.37%) Slack
10 7 (1.20%) Amazon ECS
11 5 (0.86%) Power Platform
11 5 (0.86%) Prefect
11 5 (0.86%) Virtual Private Cloud
12 4 (0.68%) AWS Lambda
12 4 (0.68%) Serverless
13 3 (0.51%) Amazon SageMaker
13 3 (0.51%) Azure Data Factory
13 3 (0.51%) Azure Machine Learning
13 3 (0.51%) Vertex AI
Communications & Networking
1 22 (3.77%) Broadband
2 17 (2.91%) Multicast
3 6 (1.03%) 5G
3 6 (1.03%) Ethernet
3 6 (1.03%) Software-Defined Radio
4 4 (0.68%) Internet
5 3 (0.51%) 3GPP
5 3 (0.51%) GSM
5 3 (0.51%) LTE
5 3 (0.51%) Radio Access Network
5 3 (0.51%) RANAP
5 3 (0.51%) SS7
5 3 (0.51%) UMTS
5 3 (0.51%) Wi-Fi
5 3 (0.51%) Wireless
5 3 (0.51%) Wireshark
6 2 (0.34%) Firewall
7 1 (0.17%) IPsec
7 1 (0.17%) MQTT
7 1 (0.17%) X.509
Database & Business Intelligence
1 27 (4.62%) GIS
2 23 (3.94%) Metadata
3 21 (3.60%) PostgreSQL
3 21 (3.60%) QGIS
3 21 (3.60%) Spatial Data
4 18 (3.08%) BigQuery
5 17 (2.91%) Elasticsearch
6 11 (1.88%) MongoDB
7 10 (1.71%) Big Data
8 7 (1.20%) Amazon RDS
9 5 (0.86%) Amazon Athena
10 4 (0.68%) DynamoDB
10 4 (0.68%) MySQL
10 4 (0.68%) NoSQL
10 4 (0.68%) Redis
11 3 (0.51%) Power BI
12 2 (0.34%) Amazon Redshift
12 2 (0.34%) Data Lake
12 2 (0.34%) Relational Database
12 2 (0.34%) SQL Server
Development Applications
1 76 (13.01%) Visual Studio Code
2 71 (12.16%) Git
3 21 (3.60%) JIRA
4 17 (2.91%) GitLab
4 17 (2.91%) Rational DOORS
5 4 (0.68%) Jenkins
6 3 (0.51%) GCC
6 3 (0.51%) GDB
6 3 (0.51%) MLflow
6 3 (0.51%) PetaLinux
7 2 (0.34%) Plastic SCM
7 2 (0.34%) TeamCity
7 2 (0.34%) Visual Studio
8 1 (0.17%) Bitbucket
8 1 (0.17%) CMake
8 1 (0.17%) Valgrind
General
1 151 (25.86%) Finance
2 82 (14.04%) Social Skills
3 74 (12.67%) Analytical Skills
4 72 (12.33%) Retail
5 62 (10.62%) Manufacturing
6 39 (6.68%) Marketing
7 28 (4.79%) Inclusion and Diversity
8 26 (4.45%) Electronics
9 22 (3.77%) Banking
10 20 (3.42%) Advertising
11 19 (3.25%) Front Office
12 18 (3.08%) Automotive
13 15 (2.57%) Aerospace
13 15 (2.57%) Games
14 10 (1.71%) Legal
15 7 (1.20%) Telecoms
16 6 (1.03%) Presentation Skills
17 5 (0.86%) Financial Institution
18 4 (0.68%) French Language
18 4 (0.68%) Law
Job Titles
1 141 (24.14%) Software Engineer
2 131 (22.43%) Senior
3 108 (18.49%) Developer
4 52 (8.90%) Artificial Intelligence Programmer
4 52 (8.90%) Programmer
4 52 (8.90%) Python Developer
4 52 (8.90%) Senior Software Engineer
5 51 (8.73%) Trainee
5 51 (8.73%) Trainee Programmer
6 43 (7.36%) Senior Developer
7 40 (6.85%) C++ Software Engineer
7 40 (6.85%) Lead
8 35 (5.99%) Embedded Engineer
9 29 (4.97%) Python Engineer
10 27 (4.62%) Data Scientist
11 24 (4.11%) Consultant
11 24 (4.11%) FPGA Engineer
11 24 (4.11%) Python Software Engineer
12 21 (3.60%) Artificial Intelligence Consultant
12 21 (3.60%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 77 (13.18%) NumPy
1 77 (13.18%) Pandas
2 60 (10.27%) Streamlit
3 58 (9.93%) scikit-learn
4 56 (9.59%) Hugging Face
5 55 (9.42%) Matplotlib
6 50 (8.56%) PyTorch
7 41 (7.02%) Boost C++ Libraries
8 26 (4.45%) TensorFlow
9 23 (3.94%) HTML
10 21 (3.60%) React
11 20 (3.42%) Django
12 19 (3.25%) CSS
13 18 (3.08%) .NET
13 18 (3.08%) FIX Protocol
14 17 (2.91%) pytest
15 14 (2.40%) REST
16 9 (1.54%) Node.js
16 9 (1.54%) OpenCV
16 9 (1.54%) RESTful
Miscellaneous
1 86 (14.73%) Data Structures
2 47 (8.05%) Distributed Systems
3 38 (6.51%) Embedded Systems
3 38 (6.51%) Equities
4 33 (5.65%) FPGA
5 24 (4.11%) Management Information System
6 23 (3.94%) Hedge funds
7 21 (3.60%) PCIe
7 21 (3.60%) VHDL
8 20 (3.42%) Product Ownership
9 18 (3.08%) Fixed Income
9 18 (3.08%) Greenfield Project
9 18 (3.08%) Robotics
10 17 (2.91%) Derivative
11 16 (2.74%) Video\Live Streaming
12 11 (1.88%) Driving Licence
12 11 (1.88%) NVMe
13 10 (1.71%) Onboarding
13 10 (1.71%) Public Cloud
14 9 (1.54%) Over-the-Top Content
Operating Systems
1 66 (11.30%) Linux
2 10 (1.71%) Windows
3 7 (1.20%) Embedded Linux
3 7 (1.20%) Robot Operating System
4 5 (0.86%) Windows Server 2008
4 5 (0.86%) Windows Server 2012
4 5 (0.86%) Windows Server 2016
4 5 (0.86%) Windows Server 2019
5 4 (0.68%) Android
5 4 (0.68%) Apple iOS
5 4 (0.68%) Windows Server
6 2 (0.34%) Unix
7 1 (0.17%) FreeRTOS
Processes & Methodologies
1 240 (41.10%) Software Engineering
2 182 (31.16%) AI
3 174 (29.79%) Machine Learning
4 147 (25.17%) Computer Science
5 104 (17.81%) Data Science
5 104 (17.81%) OOP
6 96 (16.44%) Analytics
7 95 (16.27%) OO
8 93 (15.92%) Agile
9 86 (14.73%) Visualisation
10 84 (14.38%) Problem-Solving
11 76 (13.01%) Workflow
12 65 (11.13%) Continuous Improvement
12 65 (11.13%) LLM
13 63 (10.79%) Signal Processing
14 62 (10.62%) Validation
15 60 (10.27%) CI/CD
16 56 (9.59%) Conversational UI
16 56 (9.59%) Retrieval-Augmented Generation
17 54 (9.25%) Sentiment Analysis
Programming Languages
1 357 (61.13%) Python
2 158 (27.05%) C++
3 61 (10.45%) C
4 51 (8.73%) C#
5 38 (6.51%) SQL
6 24 (4.11%) Java
6 24 (4.11%) MATLAB
6 24 (4.11%) Rust
7 23 (3.94%) TypeScript
8 19 (3.25%) JavaScript
9 13 (2.23%) Assembly Language
9 13 (2.23%) Embedded C
9 13 (2.23%) Embedded C++
9 13 (2.23%) Go
10 5 (0.86%) R
11 4 (0.68%) Julia
12 3 (0.51%) VBA
13 2 (0.34%) Bash
14 1 (0.17%) Shell Script
14 1 (0.17%) VC++
Qualifications
1 127 (21.75%) Degree
2 63 (10.79%) AWS Certification
3 54 (9.25%) AWS Certified Cloud Practitioner
4 50 (8.56%) Security Cleared
5 43 (7.36%) Computer Science Degree
6 37 (6.34%) Master's Degree
7 24 (4.11%) SC Cleared
8 20 (3.42%) PhD
9 18 (3.08%) DV Cleared
10 11 (1.88%) BPSS Clearance
11 5 (0.86%) 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 (8.56%) QA
2 25 (4.28%) Accessibility
3 10 (1.71%) ISO/IEC 15288
4 9 (1.54%) GDPR
5 8 (1.37%) Data Quality
6 6 (1.03%) Automotive SPICE
6 6 (1.03%) ISO 26262
6 6 (1.03%) MISRA
6 6 (1.03%) MISRA C
7 4 (0.68%) ISO/IEC 12207
8 1 (0.17%) Actionable Recommendations
8 1 (0.17%) AUTOSAR
8 1 (0.17%) EMIR
8 1 (0.17%) MiFID
System Software
1 45 (7.71%) Firmware
2 40 (6.85%) Docker
3 21 (3.60%) Embedded Firmware
4 5 (0.86%) Active Directory
4 5 (0.86%) Hyper-V
4 5 (0.86%) VMware ESXi
4 5 (0.86%) VMware Infrastructure
5 1 (0.17%) IAG
Systems Management
1 21 (3.60%) Kubernetes
2 12 (2.05%) Terraform
3 8 (1.37%) Kubeflow
4 5 (0.86%) SCCM
4 5 (0.86%) SCOM
4 5 (0.86%) Tivoli Identity Manager
5 1 (0.17%) Functional Safety
Vendors
1 66 (11.30%) Microsoft
2 54 (9.25%) Google
3 15 (2.57%) Altera
4 12 (2.05%) Xilinx
5 11 (1.88%) IBM
6 10 (1.71%) Databricks
7 9 (1.54%) Screaming Frog
8 6 (1.03%) Botify
9 5 (0.86%) Dell
9 5 (0.86%) HP
9 5 (0.86%) McAfee
9 5 (0.86%) OpenAI
9 5 (0.86%) TikTok
9 5 (0.86%) VMware
10 3 (0.51%) Ahrefs
10 3 (0.51%) Foundry
10 3 (0.51%) Rockwell
11 1 (0.17%) Instagram
11 1 (0.17%) NVIDIA
11 1 (0.17%) YouTube