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

6 months to
8 Jul 2026
Same period 2025 Same period 2024
Rank 311 209 133
Rank change year-on-year -102 -76 +69
Permanent jobs citing Algorithms 589 763 2,096
As % of all permanent jobs in the UK 0.60% 1.59% 2.04%
As % of the Miscellaneous category 2.33% 3.83% 6.01%
Number of salaries quoted 390 295 719
10th Percentile £33,750 £37,900 £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 £82,500
90th Percentile £100,000 £125,000 £98,750
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 25,254 19,916 34,883
As % of all permanent jobs advertised in the UK 25.91% 41.37% 33.99%
Number of salaries quoted 16,164 9,771 22,513
10th Percentile £30,500 £29,500 £28,498
25th Percentile £41,250 £39,000 £38,750
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 £80,000 £75,000
90th Percentile £100,000 £110,000 £99,863
UK excluding London median annual salary £51,500 £50,000 £50,000
% change year-on-year +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 8 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 8 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 -79 544 £65,000 -7.14% 335
UK excluding London -104 361 £60,000 - 222
London -51 201 £95,000 -13.64% 135
Work from Home -92 138 £60,000 - 161
South East -45 126 £70,000 +12.90% 65
East of England -11 77 £65,000 +18.18% 46
North of England -24 66 £37,500 -53.13% 42
South West -87 44 £55,000 +10.00% 40
Midlands -14 33 £37,500 -37.50% 24
North West -17 29 £37,500 -56.01% 18
West Midlands -2 26 £37,500 -37.50% 9
Yorkshire -15 21 £37,500 -47.18% 10
North East -32 16 £52,000 -54.78% 16
Scotland -60 11 £38,500 -33.04% 6
East Midlands -29 6 £57,500 +112.96% 15
Wales -65 2 £39,500 -41.91% 2
Northern Ireland - 2 £39,500 - 4

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 (9.51%) Jupyter
2 20 (3.40%) ArcGIS
3 8 (1.36%) Apache Airflow
3 8 (1.36%) CMS
4 6 (1.02%) Apache Spark
4 6 (1.02%) 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 (9.51%) Chatbot
2 13 (2.21%) 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 12 (2.04%) Towers Watson Igloo
Cloud Services
1 146 (24.79%) AWS
2 73 (12.39%) Azure
3 61 (10.36%) Cloud Computing
4 31 (5.26%) GCP
5 19 (3.23%) Google Analytics
6 18 (3.06%) GitHub
7 15 (2.55%) SaaS
8 9 (1.53%) Google Ads
9 8 (1.36%) Amazon EKS
9 8 (1.36%) Slack
10 7 (1.19%) Amazon ECS
11 6 (1.02%) Power Platform
12 5 (0.85%) Prefect
12 5 (0.85%) Virtual Private Cloud
13 4 (0.68%) AWS Lambda
13 4 (0.68%) Azure Machine Learning
13 4 (0.68%) Serverless
14 3 (0.51%) Amazon SageMaker
14 3 (0.51%) Azure Data Factory
14 3 (0.51%) Vertex AI
Communications & Networking
1 22 (3.74%) Broadband
2 17 (2.89%) Multicast
3 6 (1.02%) 5G
3 6 (1.02%) Ethernet
3 6 (1.02%) Software-Defined Radio
4 4 (0.68%) Internet
5 3 (0.51%) Wi-Fi
5 3 (0.51%) Wireless
6 2 (0.34%) 3GPP
6 2 (0.34%) Firewall
6 2 (0.34%) GSM
6 2 (0.34%) LTE
6 2 (0.34%) Radio Access Network
6 2 (0.34%) RANAP
6 2 (0.34%) SS7
6 2 (0.34%) UMTS
6 2 (0.34%) Wireshark
7 1 (0.17%) IPsec
7 1 (0.17%) TCP/IP
7 1 (0.17%) X.509
Database & Business Intelligence
1 27 (4.58%) GIS
2 23 (3.90%) Metadata
3 21 (3.57%) PostgreSQL
3 21 (3.57%) QGIS
3 21 (3.57%) Spatial Data
4 18 (3.06%) BigQuery
5 17 (2.89%) Elasticsearch
6 11 (1.87%) MongoDB
7 10 (1.70%) Big Data
8 7 (1.19%) 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%) Power BI
10 4 (0.68%) Redis
11 2 (0.34%) Amazon Redshift
11 2 (0.34%) Data Lake
11 2 (0.34%) Relational Database
11 2 (0.34%) SQL Server
Development Applications
1 76 (12.90%) Visual Studio Code
2 70 (11.88%) Git
3 21 (3.57%) JIRA
4 19 (3.23%) Rational DOORS
5 17 (2.89%) GitLab
6 3 (0.51%) Jenkins
6 3 (0.51%) MLflow
6 3 (0.51%) PetaLinux
7 2 (0.34%) GCC
7 2 (0.34%) GDB
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
1 150 (25.47%) Finance
2 83 (14.09%) Social Skills
3 76 (12.90%) Analytical Skills
4 72 (12.22%) Retail
5 62 (10.53%) Manufacturing
6 39 (6.62%) Marketing
7 29 (4.92%) Inclusion and Diversity
8 27 (4.58%) Electronics
9 22 (3.74%) Banking
10 20 (3.40%) Advertising
10 20 (3.40%) Front Office
11 18 (3.06%) Automotive
12 15 (2.55%) Aerospace
12 15 (2.55%) Games
13 9 (1.53%) Legal
14 6 (1.02%) Presentation Skills
14 6 (1.02%) Telecoms
15 4 (0.68%) Documentation Skills
15 4 (0.68%) Financial Institution
15 4 (0.68%) French Language
Job Titles
1 141 (23.94%) Software Engineer
2 131 (22.24%) Senior
3 109 (18.51%) Developer
4 52 (8.83%) Artificial Intelligence Programmer
4 52 (8.83%) Programmer
4 52 (8.83%) Python Developer
4 52 (8.83%) Senior Software Engineer
5 51 (8.66%) Trainee
5 51 (8.66%) Trainee Programmer
6 43 (7.30%) Senior Developer
7 41 (6.96%) C++ Software Engineer
8 40 (6.79%) Lead
9 35 (5.94%) Embedded Engineer
10 29 (4.92%) Python Engineer
11 27 (4.58%) Data Scientist
12 25 (4.24%) FPGA Engineer
13 24 (4.07%) Consultant
13 24 (4.07%) Python Software Engineer
14 21 (3.57%) Artificial Intelligence Consultant
14 21 (3.57%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 77 (13.07%) NumPy
1 77 (13.07%) Pandas
2 60 (10.19%) Streamlit
3 58 (9.85%) scikit-learn
4 56 (9.51%) Hugging Face
5 55 (9.34%) Matplotlib
6 50 (8.49%) PyTorch
7 42 (7.13%) Boost C++ Libraries
8 26 (4.41%) TensorFlow
9 23 (3.90%) HTML
10 21 (3.57%) React
11 20 (3.40%) Django
12 19 (3.23%) CSS
12 19 (3.23%) FIX Protocol
13 17 (2.89%) .NET
13 17 (2.89%) pytest
14 14 (2.38%) REST
15 9 (1.53%) Flask
15 9 (1.53%) Node.js
15 9 (1.53%) RESTful
Miscellaneous
1 85 (14.43%) Data Structures
2 47 (7.98%) Distributed Systems
3 38 (6.45%) Embedded Systems
3 38 (6.45%) Equities
4 34 (5.77%) FPGA
5 24 (4.07%) Management Information System
6 22 (3.74%) Hedge funds
6 22 (3.74%) PCIe
6 22 (3.74%) VHDL
7 20 (3.40%) Product Ownership
8 18 (3.06%) Fixed Income
8 18 (3.06%) Greenfield Project
8 18 (3.06%) Robotics
9 17 (2.89%) Derivative
10 16 (2.72%) Video\Live Streaming
11 12 (2.04%) NVMe
12 11 (1.87%) Driving Licence
13 10 (1.70%) Onboarding
13 10 (1.70%) Public Cloud
14 9 (1.53%) Over-the-Top Content
Operating Systems
1 66 (11.21%) Linux
2 10 (1.70%) Windows
3 7 (1.19%) Embedded Linux
3 7 (1.19%) Robot Operating System
4 5 (0.85%) Windows Server 2008
4 5 (0.85%) Windows Server 2012
4 5 (0.85%) Windows Server 2016
4 5 (0.85%) 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 (40.75%) Software Engineering
2 181 (30.73%) AI
3 175 (29.71%) Machine Learning
4 147 (24.96%) Computer Science
5 105 (17.83%) Data Science
6 103 (17.49%) OOP
7 96 (16.30%) Analytics
8 95 (16.13%) OO
9 93 (15.79%) Agile
10 87 (14.77%) Visualisation
11 83 (14.09%) Problem-Solving
12 76 (12.90%) Workflow
13 65 (11.04%) Continuous Improvement
13 65 (11.04%) LLM
14 64 (10.87%) Signal Processing
15 62 (10.53%) Validation
16 60 (10.19%) CI/CD
17 56 (9.51%) Conversational UI
17 56 (9.51%) Retrieval-Augmented Generation
18 54 (9.17%) Artificial Intelligence Engineering
Programming Languages
1 357 (60.61%) Python
2 160 (27.16%) C++
3 63 (10.70%) C
4 51 (8.66%) C#
5 40 (6.79%) SQL
6 24 (4.07%) MATLAB
6 24 (4.07%) Rust
7 23 (3.90%) Java
7 23 (3.90%) TypeScript
8 19 (3.23%) JavaScript
9 14 (2.38%) Assembly Language
10 13 (2.21%) Embedded C
10 13 (2.21%) Embedded C++
10 13 (2.21%) Go
11 5 (0.85%) R
12 4 (0.68%) Julia
13 3 (0.51%) VBA
14 2 (0.34%) Bash
15 1 (0.17%) Shell Script
15 1 (0.17%) SystemVerilog
Qualifications
1 126 (21.39%) Degree
2 63 (10.70%) AWS Certification
3 54 (9.17%) AWS Certified Cloud Practitioner
4 50 (8.49%) Security Cleared
5 43 (7.30%) Computer Science Degree
6 38 (6.45%) Master's Degree
7 24 (4.07%) SC Cleared
8 20 (3.40%) PhD
9 18 (3.06%) DV Cleared
10 12 (2.04%) BPSS Clearance
11 5 (0.85%) 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 49 (8.32%) QA
2 25 (4.24%) Accessibility
3 11 (1.87%) ISO/IEC 15288
4 9 (1.53%) Data Quality
4 9 (1.53%) GDPR
5 6 (1.02%) Automotive SPICE
5 6 (1.02%) ISO 26262
5 6 (1.02%) MISRA
5 6 (1.02%) MISRA C
6 4 (0.68%) ISO/IEC 12207
7 1 (0.17%) Actionable Recommendations
7 1 (0.17%) AUTOSAR
7 1 (0.17%) EMIR
7 1 (0.17%) MiFID
System Software
1 46 (7.81%) Firmware
2 39 (6.62%) Docker
3 22 (3.74%) 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 20 (3.40%) Kubernetes
2 12 (2.04%) Terraform
3 8 (1.36%) 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 (11.21%) Microsoft
2 54 (9.17%) Google
3 16 (2.72%) Altera
4 13 (2.21%) Xilinx
5 12 (2.04%) IBM
6 10 (1.70%) Databricks
7 9 (1.53%) Screaming Frog
8 6 (1.02%) Botify
9 5 (0.85%) Dell
9 5 (0.85%) HP
9 5 (0.85%) McAfee
9 5 (0.85%) OpenAI
9 5 (0.85%) TikTok
9 5 (0.85%) VMware
10 3 (0.51%) Ahrefs
10 3 (0.51%) Foundry
10 3 (0.51%) Rockwell
11 1 (0.17%) Facebook
11 1 (0.17%) Instagram
11 1 (0.17%) Thales