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 25 June 2026, comparing them to the same period in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 309 203 128
Rank change year-on-year -106 -75 +71
Permanent jobs citing Algorithms 584 782 2,227
As % of all permanent jobs in the UK 0.61% 1.73% 2.08%
As % of the Miscellaneous category 2.40% 4.04% 6.17%
Number of salaries quoted 390 292 752
10th Percentile £33,750 £38,750 £38,750
25th Percentile £38,212 £47,500 £49,688
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -13.79%
75th Percentile £87,813 £97,528 £82,500
90th Percentile £101,250 £124,750 £100,000
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 24,366 19,341 36,082
As % of all permanent jobs advertised in the UK 25.66% 42.67% 33.68%
Number of salaries quoted 15,570 9,272 23,389
10th Percentile £30,500 £29,750 £28,250
25th Percentile £41,250 £40,000 £38,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -14.69%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
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 25 June 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 25 June 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 -84 538 £65,000 - 270
UK excluding London -103 351 £60,000 - 189
London -70 206 £95,000 -13.64% 109
Work from Home -95 136 £60,000 - 88
South East -52 120 £70,000 +12.90% 60
East of England -6 69 £65,000 +18.18% 41
North of England -15 68 £37,500 -56.01% 30
South West -91 45 £57,500 +15.00% 36
Midlands -13 33 £37,500 -37.50% 22
North West -7 31 £37,500 -56.88% 14
West Midlands -5 26 £37,500 -37.50% 12
Yorkshire -17 21 £37,500 -47.91% 7
North East -33 16 £52,000 -54.78% 11
Scotland -59 12 £39,500 -31.30% 2
East Midlands -36 6 £57,500 +32.18% 10
Wales -60 2 £39,500 -39.23% 3
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 7 (1.20%) Apache Spark
5 6 (1.03%) SAS
6 2 (0.34%) Apache Pulsar
6 2 (0.34%) Confluence
7 1 (0.17%) Apache
7 1 (0.17%) Kinematics
7 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 12 (2.05%) Towers Watson Igloo
Cloud Services
1 149 (25.51%) AWS
2 77 (13.18%) Azure
3 61 (10.45%) Cloud Computing
4 35 (5.99%) GCP
5 20 (3.42%) GitHub
6 18 (3.08%) Google Analytics
7 15 (2.57%) SaaS
8 9 (1.54%) Slack
9 8 (1.37%) Amazon EKS
9 8 (1.37%) Google Ads
10 7 (1.20%) Amazon ECS
10 7 (1.20%) Power Platform
11 5 (0.86%) Azure Machine Learning
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%) Vertex AI
Communications & Networking
1 23 (3.94%) Broadband
2 18 (3.08%) 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%) Wi-Fi
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%) Wireless
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 (4.62%) GIS
2 22 (3.77%) BigQuery
2 22 (3.77%) Metadata
3 21 (3.60%) Elasticsearch
3 21 (3.60%) QGIS
3 21 (3.60%) Spatial Data
4 20 (3.42%) PostgreSQL
5 11 (1.88%) Big Data
5 11 (1.88%) MongoDB
6 7 (1.20%) Amazon RDS
7 5 (0.86%) Amazon Athena
7 5 (0.86%) Power BI
8 4 (0.68%) DynamoDB
8 4 (0.68%) MySQL
8 4 (0.68%) NoSQL
8 4 (0.68%) Redis
9 2 (0.34%) Data Lake
9 2 (0.34%) Relational Database
9 2 (0.34%) SQL Server
9 2 (0.34%) Tableau
Development Applications
1 76 (13.01%) Visual Studio Code
2 70 (11.99%) Git
3 22 (3.77%) JIRA
3 22 (3.77%) Rational DOORS
4 17 (2.91%) GitLab
5 3 (0.51%) Jenkins
5 3 (0.51%) PetaLinux
6 2 (0.34%) GCC
6 2 (0.34%) GDB
6 2 (0.34%) MLflow
6 2 (0.34%) Plastic SCM
6 2 (0.34%) TeamCity
7 1 (0.17%) Bitbucket
7 1 (0.17%) CMake
7 1 (0.17%) Valgrind
7 1 (0.17%) Visual Studio
General
1 152 (26.03%) Finance
2 80 (13.70%) Social Skills
3 78 (13.36%) Analytical Skills
4 72 (12.33%) Retail
5 62 (10.62%) Manufacturing
6 37 (6.34%) Marketing
7 29 (4.97%) Electronics
8 27 (4.62%) Inclusion and Diversity
9 23 (3.94%) Banking
10 21 (3.60%) Front Office
11 20 (3.42%) Automotive
12 19 (3.25%) Advertising
13 17 (2.91%) Aerospace
14 15 (2.57%) Games
15 9 (1.54%) Legal
16 6 (1.03%) Presentation Skills
16 6 (1.03%) Telecoms
17 4 (0.68%) Documentation Skills
17 4 (0.68%) Financial Institution
17 4 (0.68%) French Language
Job Titles
1 146 (25.00%) Software Engineer
2 130 (22.26%) Senior
3 108 (18.49%) Developer
4 55 (9.42%) Senior Software Engineer
5 52 (8.90%) Artificial Intelligence Programmer
5 52 (8.90%) Programmer
5 52 (8.90%) Python Developer
6 51 (8.73%) Trainee
6 51 (8.73%) Trainee Programmer
7 43 (7.36%) Senior Developer
8 42 (7.19%) C++ Software Engineer
9 37 (6.34%) Lead
10 31 (5.31%) Embedded Engineer
11 30 (5.14%) Python Engineer
12 25 (4.28%) FPGA Engineer
12 25 (4.28%) Python Software Engineer
13 24 (4.11%) Consultant
13 24 (4.11%) Data Scientist
14 22 (3.77%) Senior Python Developer
15 21 (3.60%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 78 (13.36%) NumPy
1 78 (13.36%) Pandas
2 60 (10.27%) Streamlit
3 59 (10.10%) scikit-learn
4 56 (9.59%) Hugging Face
4 56 (9.59%) Matplotlib
5 51 (8.73%) PyTorch
6 45 (7.71%) Boost C++ Libraries
7 27 (4.62%) TensorFlow
8 24 (4.11%) Django
9 21 (3.60%) HTML
10 20 (3.42%) FIX Protocol
10 20 (3.42%) React
11 18 (3.08%) pytest
12 17 (2.91%) .NET
12 17 (2.91%) CSS
13 14 (2.40%) REST
14 11 (1.88%) RESTful
15 9 (1.54%) Node.js
15 9 (1.54%) OpenCV
Miscellaneous
1 89 (15.24%) Data Structures
2 48 (8.22%) Distributed Systems
3 39 (6.68%) Equities
4 35 (5.99%) Embedded Systems
5 33 (5.65%) FPGA
6 25 (4.28%) Management Information System
7 23 (3.94%) Hedge funds
8 22 (3.77%) Greenfield Project
8 22 (3.77%) PCIe
8 22 (3.77%) VHDL
9 20 (3.42%) Product Ownership
10 19 (3.25%) Fixed Income
11 18 (3.08%) Derivative
12 17 (2.91%) Robotics
12 17 (2.91%) Video\Live Streaming
13 12 (2.05%) NVMe
14 10 (1.71%) Driving Licence
14 10 (1.71%) Onboarding
14 10 (1.71%) Over-the-Top Content
14 10 (1.71%) Public Cloud
Operating Systems
1 67 (11.47%) Linux
2 9 (1.54%) Windows
3 7 (1.20%) Robot Operating System
4 6 (1.03%) Embedded Linux
5 5 (0.86%) Windows Server 2008
5 5 (0.86%) Windows Server 2012
5 5 (0.86%) Windows Server 2016
5 5 (0.86%) 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
1 239 (40.92%) Software Engineering
2 180 (30.82%) AI
3 174 (29.79%) Machine Learning
4 151 (25.86%) Computer Science
5 105 (17.98%) Data Science
6 104 (17.81%) OOP
7 96 (16.44%) Analytics
8 94 (16.10%) OO
9 93 (15.92%) Agile
10 88 (15.07%) Visualisation
11 80 (13.70%) Problem-Solving
12 77 (13.18%) Workflow
13 67 (11.47%) Continuous Improvement
14 65 (11.13%) Signal Processing
15 64 (10.96%) LLM
16 59 (10.10%) CI/CD
16 59 (10.10%) Validation
17 56 (9.59%) Conversational UI
17 56 (9.59%) Retrieval-Augmented Generation
18 55 (9.42%) Mentoring
Programming Languages
1 359 (61.47%) Python
2 162 (27.74%) C++
3 60 (10.27%) C
4 50 (8.56%) C#
5 41 (7.02%) SQL
6 24 (4.11%) MATLAB
7 23 (3.94%) Rust
8 22 (3.77%) Java
8 22 (3.77%) TypeScript
9 19 (3.25%) JavaScript
10 14 (2.40%) Assembly Language
11 13 (2.23%) Go
12 12 (2.05%) Embedded C
12 12 (2.05%) Embedded C++
13 7 (1.20%) R
14 4 (0.68%) Julia
15 3 (0.51%) VBA
16 2 (0.34%) Bash
17 1 (0.17%) Shell Script
17 1 (0.17%) VC++
Qualifications
1 124 (21.23%) Degree
2 63 (10.79%) AWS Certification
3 54 (9.25%) AWS Certified Cloud Practitioner
4 50 (8.56%) Security Cleared
5 47 (8.05%) Computer Science Degree
6 35 (5.99%) Master's Degree
7 24 (4.11%) SC Cleared
8 19 (3.25%) DV Cleared
8 19 (3.25%) PhD
9 15 (2.57%) BPSS Clearance
10 5 (0.86%) Numerate Degree
11 3 (0.51%) DBS Check
12 1 (0.17%) HND
12 1 (0.17%) ITIL Certification
12 1 (0.17%) Microsoft Certification
12 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 50 (8.56%) QA
2 25 (4.28%) Accessibility
3 14 (2.40%) ISO/IEC 15288
4 11 (1.88%) Data Quality
5 8 (1.37%) GDPR
6 5 (0.86%) Automotive SPICE
6 5 (0.86%) ISO 26262
6 5 (0.86%) MISRA
6 5 (0.86%) 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 42 (7.19%) Firmware
2 39 (6.68%) Docker
3 19 (3.25%) 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 20 (3.42%) Kubernetes
2 12 (2.05%) Terraform
3 9 (1.54%) 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 65 (11.13%) Microsoft
2 57 (9.76%) Google
3 16 (2.74%) Altera
4 15 (2.57%) IBM
5 13 (2.23%) Xilinx
6 9 (1.54%) Databricks
6 9 (1.54%) Screaming Frog
7 6 (1.03%) Botify
8 5 (0.86%) Dell
8 5 (0.86%) HP
8 5 (0.86%) McAfee
8 5 (0.86%) TikTok
8 5 (0.86%) VMware
9 4 (0.68%) OpenAI
10 3 (0.51%) Ahrefs
10 3 (0.51%) Rockwell
11 2 (0.34%) Foundry
12 1 (0.17%) Facebook
12 1 (0.17%) Instagram
12 1 (0.17%) Thales