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

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 311 209 129
Rank change year-on-year -102 -80 +71
Permanent jobs citing Algorithms 594 770 2,171
As % of all permanent jobs in the UK 0.61% 1.62% 2.07%
As % of the Miscellaneous category 2.38% 3.89% 6.14%
Number of salaries quoted 395 299 724
10th Percentile £33,750 £38,300 £38,750
25th Percentile £38,975 £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 £98,667
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 24,946 19,782 35,376
As % of all permanent jobs advertised in the UK 25.80% 41.54% 33.67%
Number of salaries quoted 15,971 9,679 22,854
10th Percentile £30,500 £29,500 £28,434
25th Percentile £41,250 £39,450 £38,750
Median annual salary (50th Percentile) £59,490 £57,500 £55,000
Median % change year-on-year +3.46% +4.55% -14.06%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £98,750
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 4 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 4 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 -70 549 £65,000 - 384
UK excluding London -97 364 £60,000 - 229
London -61 203 £95,000 -13.64% 186
Work from Home -101 139 £60,000 - 142
South East -51 127 £70,000 +12.90% 69
East of England -7 75 £65,000 +18.18% 49
North of England -10 68 £37,500 -53.13% 43
South West -99 46 £57,500 +15.00% 41
Midlands -18 33 £37,500 -37.50% 21
North West -18 31 £37,500 -56.01% 20
West Midlands -13 26 £37,500 -37.50% 10
Yorkshire -14 21 £37,500 -47.18% 9
North East -31 16 £52,000 -54.78% 16
Scotland -56 11 £38,500 -33.04% 7
East Midlands -24 6 £57,500 +32.18% 11
Wales -58 2 £39,500 -41.91% 2
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 (9.43%) Jupyter
2 20 (3.37%) ArcGIS
3 8 (1.35%) Apache Airflow
3 8 (1.35%) CMS
4 6 (1.01%) Apache Spark
4 6 (1.01%) 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 (9.43%) Chatbot
2 13 (2.19%) 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 (2.02%) Towers Watson Igloo
Cloud Services
1 148 (24.92%) AWS
2 75 (12.63%) Azure
3 61 (10.27%) Cloud Computing
4 33 (5.56%) GCP
5 19 (3.20%) Google Analytics
6 18 (3.03%) GitHub
7 15 (2.53%) SaaS
8 9 (1.52%) Google Ads
9 8 (1.35%) Amazon EKS
9 8 (1.35%) Slack
10 7 (1.18%) Amazon ECS
11 6 (1.01%) Power Platform
12 5 (0.84%) Prefect
12 5 (0.84%) Virtual Private Cloud
13 4 (0.67%) AWS Lambda
13 4 (0.67%) Azure Machine Learning
13 4 (0.67%) Serverless
14 3 (0.51%) Amazon SageMaker
14 3 (0.51%) Azure Data Factory
14 3 (0.51%) Vertex AI
Communications & Networking
1 22 (3.70%) Broadband
2 17 (2.86%) Multicast
3 6 (1.01%) 5G
3 6 (1.01%) Ethernet
3 6 (1.01%) Software-Defined Radio
4 4 (0.67%) 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 (4.55%) GIS
2 23 (3.87%) Metadata
3 21 (3.54%) PostgreSQL
3 21 (3.54%) QGIS
3 21 (3.54%) Spatial Data
4 20 (3.37%) BigQuery
5 19 (3.20%) Elasticsearch
6 11 (1.85%) MongoDB
7 10 (1.68%) Big Data
8 7 (1.18%) Amazon RDS
9 5 (0.84%) Amazon Athena
10 4 (0.67%) DynamoDB
10 4 (0.67%) MySQL
10 4 (0.67%) NoSQL
10 4 (0.67%) Power BI
10 4 (0.67%) 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 (12.79%) Visual Studio Code
2 70 (11.78%) Git
3 21 (3.54%) JIRA
4 20 (3.37%) Rational DOORS
5 17 (2.86%) 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 (25.25%) Finance
2 83 (13.97%) Social Skills
3 76 (12.79%) Analytical Skills
4 72 (12.12%) Retail
5 62 (10.44%) Manufacturing
6 39 (6.57%) Marketing
7 29 (4.88%) Inclusion and Diversity
8 27 (4.55%) Electronics
9 22 (3.70%) Banking
10 20 (3.37%) Advertising
10 20 (3.37%) Automotive
10 20 (3.37%) Front Office
11 17 (2.86%) Aerospace
12 15 (2.53%) Games
13 9 (1.52%) Legal
14 6 (1.01%) Presentation Skills
14 6 (1.01%) Telecoms
15 4 (0.67%) Documentation Skills
15 4 (0.67%) Financial Institution
15 4 (0.67%) French Language
Job Titles
1 144 (24.24%) Software Engineer
2 132 (22.22%) Senior
3 109 (18.35%) Developer
4 53 (8.92%) Senior Software Engineer
5 52 (8.75%) Artificial Intelligence Programmer
5 52 (8.75%) Programmer
5 52 (8.75%) Python Developer
6 51 (8.59%) Trainee
6 51 (8.59%) Trainee Programmer
7 43 (7.24%) Senior Developer
8 42 (7.07%) C++ Software Engineer
9 40 (6.73%) Lead
10 34 (5.72%) Embedded Engineer
11 29 (4.88%) Python Engineer
12 27 (4.55%) Data Scientist
13 25 (4.21%) FPGA Engineer
14 24 (4.04%) Consultant
14 24 (4.04%) Python Software Engineer
15 21 (3.54%) Artificial Intelligence Consultant
15 21 (3.54%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 77 (12.96%) NumPy
1 77 (12.96%) Pandas
2 60 (10.10%) Streamlit
3 58 (9.76%) scikit-learn
4 56 (9.43%) Hugging Face
5 55 (9.26%) Matplotlib
6 50 (8.42%) PyTorch
7 42 (7.07%) Boost C++ Libraries
8 26 (4.38%) TensorFlow
9 23 (3.87%) HTML
10 22 (3.70%) Django
11 21 (3.54%) React
12 19 (3.20%) CSS
12 19 (3.20%) FIX Protocol
13 17 (2.86%) .NET
13 17 (2.86%) pytest
14 14 (2.36%) REST
15 10 (1.68%) RESTful
16 9 (1.52%) Flask
16 9 (1.52%) Node.js
Miscellaneous
1 87 (14.65%) Data Structures
2 48 (8.08%) Distributed Systems
3 38 (6.40%) Equities
4 37 (6.23%) Embedded Systems
5 33 (5.56%) FPGA
6 24 (4.04%) Management Information System
7 22 (3.70%) Hedge funds
7 22 (3.70%) PCIe
7 22 (3.70%) VHDL
8 20 (3.37%) Greenfield Project
8 20 (3.37%) Product Ownership
9 18 (3.03%) Fixed Income
10 17 (2.86%) Derivative
10 17 (2.86%) Robotics
11 16 (2.69%) Video\Live Streaming
12 12 (2.02%) NVMe
13 11 (1.85%) Driving Licence
14 10 (1.68%) Onboarding
14 10 (1.68%) Public Cloud
15 9 (1.52%) Over-the-Top Content
Operating Systems
1 65 (10.94%) Linux
2 10 (1.68%) Windows
3 7 (1.18%) Robot Operating System
4 6 (1.01%) Embedded Linux
5 5 (0.84%) Windows Server 2008
5 5 (0.84%) Windows Server 2012
5 5 (0.84%) Windows Server 2016
5 5 (0.84%) Windows Server 2019
6 4 (0.67%) Android
6 4 (0.67%) Apple iOS
6 4 (0.67%) Windows Server
7 2 (0.34%) Unix
8 1 (0.17%) FreeRTOS
Processes & Methodologies
1 242 (40.74%) Software Engineering
2 182 (30.64%) AI
3 176 (29.63%) Machine Learning
4 149 (25.08%) Computer Science
5 106 (17.85%) Data Science
6 103 (17.34%) OOP
7 96 (16.16%) Analytics
8 95 (15.99%) OO
9 94 (15.82%) Agile
10 87 (14.65%) Visualisation
11 82 (13.80%) Problem-Solving
12 76 (12.79%) Workflow
13 67 (11.28%) Continuous Improvement
14 65 (10.94%) LLM
14 65 (10.94%) Signal Processing
15 62 (10.44%) Validation
16 60 (10.10%) CI/CD
17 56 (9.43%) Conversational UI
17 56 (9.43%) Retrieval-Augmented Generation
18 55 (9.26%) Data Analysis
Programming Languages
1 359 (60.44%) Python
2 162 (27.27%) C++
3 62 (10.44%) C
4 51 (8.59%) C#
5 40 (6.73%) SQL
6 24 (4.04%) MATLAB
6 24 (4.04%) Rust
7 23 (3.87%) Java
7 23 (3.87%) TypeScript
8 19 (3.20%) JavaScript
9 14 (2.36%) Assembly Language
10 13 (2.19%) Go
11 12 (2.02%) Embedded C
11 12 (2.02%) Embedded C++
12 6 (1.01%) R
13 4 (0.67%) Julia
14 3 (0.51%) VBA
15 2 (0.34%) Bash
16 1 (0.17%) Shell Script
16 1 (0.17%) SystemVerilog
Qualifications
1 128 (21.55%) Degree
2 63 (10.61%) AWS Certification
3 54 (9.09%) AWS Certified Cloud Practitioner
4 51 (8.59%) Security Cleared
5 45 (7.58%) Computer Science Degree
6 37 (6.23%) Master's Degree
7 24 (4.04%) SC Cleared
8 20 (3.37%) PhD
9 19 (3.20%) DV Cleared
10 13 (2.19%) BPSS Clearance
11 5 (0.84%) 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 (8.25%) QA
2 25 (4.21%) Accessibility
3 12 (2.02%) ISO/IEC 15288
4 9 (1.52%) Data Quality
4 9 (1.52%) GDPR
5 6 (1.01%) Automotive SPICE
5 6 (1.01%) ISO 26262
5 6 (1.01%) MISRA
5 6 (1.01%) MISRA C
6 4 (0.67%) 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 (7.74%) Firmware
2 39 (6.57%) Docker
3 22 (3.70%) Embedded Firmware
4 5 (0.84%) Active Directory
4 5 (0.84%) Hyper-V
4 5 (0.84%) VMware ESXi
4 5 (0.84%) VMware Infrastructure
5 1 (0.17%) IAG
Systems Management
1 20 (3.37%) Kubernetes
2 12 (2.02%) Terraform
3 8 (1.35%) Kubeflow
4 5 (0.84%) SCCM
4 5 (0.84%) SCOM
4 5 (0.84%) Tivoli Identity Manager
5 1 (0.17%) Functional Safety
Vendors
1 66 (11.11%) Microsoft
2 56 (9.43%) Google
3 16 (2.69%) Altera
4 13 (2.19%) IBM
4 13 (2.19%) Xilinx
5 10 (1.68%) Databricks
6 9 (1.52%) Screaming Frog
7 6 (1.01%) Botify
8 5 (0.84%) Dell
8 5 (0.84%) HP
8 5 (0.84%) McAfee
8 5 (0.84%) OpenAI
8 5 (0.84%) TikTok
8 5 (0.84%) 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