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 28 April 2026, comparing them to the same period in the previous two years.

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 322 162 119
Rank change year-on-year -160 -43 +71
Permanent jobs citing Algorithms 502 826 2,291
As % of all permanent jobs in the UK 0.56% 1.95% 2.40%
As % of the Miscellaneous category 1.98% 4.89% 6.66%
Number of salaries quoted 308 402 752
10th Percentile £33,750 £43,750 £38,750
25th Percentile £34,250 £52,000 £50,000
Median annual salary (50th Percentile) £60,000 £69,000 £65,000
Median % change year-on-year -13.04% +6.15% -13.33%
75th Percentile £90,000 £88,438 £82,500
90th Percentile £111,250 £114,750 £105,000
UK excluding London median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% -

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 25,325 16,897 34,393
As % of all permanent jobs advertised in the UK 28.28% 39.93% 36.05%
Number of salaries quoted 13,080 9,221 22,904
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,000 £42,500 £38,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -15.38%
75th Percentile £80,000 £81,250 £75,000
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -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 28 April 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 28 April 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 -154 448 £64,500 -7.86% 292
UK excluding London -180 271 £55,000 -11.29% 220
London -38 200 £95,000 -7.32% 114
Work from Home -158 110 £57,500 -4.17% 97
South East -111 91 £60,000 -3.23% 95
North of England -57 60 £37,500 -47.91% 27
South West -85 39 £60,000 -14.29% 30
North West -35 31 £37,500 -56.88% 12
Midlands -47 31 £52,500 -12.50% 18
East of England -98 29 £37,500 -46.81% 43
Yorkshire -57 21 £37,500 -28.57% 7
West Midlands -20 20 £40,250 -32.92% 9
Scotland -36 13 £39,500 -12.22% 11
East Midlands -56 10 £75,000 +25.00% 9
North East -39 8 £37,500 -63.86% 8
Wales -38 7 £57,500 -4.17% 2
Northern Ireland -41 1 £39,500 -60.50% 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 54 (10.76%) Jupyter
2 20 (3.98%) ArcGIS
3 10 (1.99%) Apache Spark
3 10 (1.99%) CMS
4 9 (1.79%) Apache Airflow
5 5 (1.00%) IIS
6 2 (0.40%) Confluence
7 1 (0.20%) Apache
7 1 (0.20%) Apache Pulsar
7 1 (0.20%) Drupal
7 1 (0.20%) Kinematics
7 1 (0.20%) SharePoint
7 1 (0.20%) WordPress
Applications
1 54 (10.76%) Chatbot
2 7 (1.39%) Simulink
3 4 (0.80%) Microsoft Office
4 3 (0.60%) CATIA
5 2 (0.40%) Microsoft Excel
5 2 (0.40%) OrCAD
6 1 (0.20%) Microsoft PowerPoint
Business Applications
1 12 (2.39%) Towers Watson Igloo
2 4 (0.80%) Distributed Ledger
3 1 (0.20%) Bloomberg AIM
3 1 (0.20%) Fidessa
3 1 (0.20%) Salesforce CRM
Cloud Services
1 139 (27.69%) AWS
2 72 (14.34%) Azure
3 58 (11.55%) Cloud Computing
4 41 (8.17%) GCP
5 16 (3.19%) GitHub
5 16 (3.19%) Google Analytics
6 13 (2.59%) Power Platform
7 10 (1.99%) Azure Machine Learning
8 6 (1.20%) Snowflake
9 5 (1.00%) Amazon EKS
9 5 (1.00%) Prefect
9 5 (1.00%) Slack
10 4 (0.80%) Google Ads
10 4 (0.80%) SaaS
11 2 (0.40%) Amazon SageMaker
11 2 (0.40%) AWS Lambda
11 2 (0.40%) Firebase
11 2 (0.40%) Google App Engine
11 2 (0.40%) Serverless
12 1 (0.20%) Amazon ECS
Communications & Networking
1 15 (2.99%) Multicast
2 14 (2.79%) Broadband
3 6 (1.20%) Ethernet
4 5 (1.00%) Software-Defined Radio
5 4 (0.80%) Internet
5 4 (0.80%) Network Security
6 3 (0.60%) TCP/IP
6 3 (0.60%) Wi-Fi
7 1 (0.20%) IPsec
7 1 (0.20%) S/MIME
7 1 (0.20%) VPN
7 1 (0.20%) X.509
Database & Business Intelligence
1 29 (5.78%) BigQuery
2 26 (5.18%) Elasticsearch
3 21 (4.18%) GIS
3 21 (4.18%) Metadata
3 21 (4.18%) QGIS
3 21 (4.18%) Spatial Data
4 15 (2.99%) Big Data
5 13 (2.59%) PostgreSQL
6 11 (2.19%) Hadoop
6 11 (2.19%) MongoDB
6 11 (2.19%) NoSQL
6 11 (2.19%) Power BI
6 11 (2.19%) Tableau
7 6 (1.20%) Data Mining
8 5 (1.00%) Amazon Athena
9 4 (0.80%) SQL Server
10 3 (0.60%) Relational Database
11 2 (0.40%) DynamoDB
12 1 (0.20%) Amazon Redshift
12 1 (0.20%) Looker
Development Applications
1 72 (14.34%) Visual Studio Code
2 57 (11.35%) Git
3 29 (5.78%) Rational DOORS
4 17 (3.39%) JIRA
5 16 (3.19%) GitLab
6 3 (0.60%) MLflow
7 1 (0.20%) Bitbucket
7 1 (0.20%) Jenkins
General
1 146 (29.08%) Finance
2 72 (14.34%) Analytical Skills
3 70 (13.94%) Retail
4 66 (13.15%) Social Skills
5 60 (11.95%) Manufacturing
6 42 (8.37%) Marketing
7 29 (5.78%) Front Office
8 26 (5.18%) Electronics
9 22 (4.38%) Games
10 20 (3.98%) Banking
10 20 (3.98%) Inclusion and Diversity
11 13 (2.59%) Automotive
12 10 (1.99%) Aerospace
13 9 (1.79%) Financial Institution
14 8 (1.59%) Advertising
14 8 (1.59%) Legal
15 7 (1.39%) Law
16 5 (1.00%) Documentation Skills
16 5 (1.00%) Pharmaceutical
16 5 (1.00%) Presentation Skills
Job Titles
1 116 (23.11%) Software Engineer
2 101 (20.12%) Senior
3 84 (16.73%) Developer
4 52 (10.36%) Artificial Intelligence Programmer
4 52 (10.36%) Programmer
5 51 (10.16%) Trainee
5 51 (10.16%) Trainee Programmer
6 46 (9.16%) Python Developer
7 42 (8.37%) Senior Software Engineer
8 39 (7.77%) Senior Developer
9 37 (7.37%) C++ Software Engineer
10 24 (4.78%) Principal Engineer
11 22 (4.38%) Consultant
11 22 (4.38%) Python Engineer
11 22 (4.38%) Systems Engineer
12 21 (4.18%) Quantitative Developer
12 21 (4.18%) Senior Python Developer
13 20 (3.98%) Artificial Intelligence Consultant
13 20 (3.98%) FPGA Engineer
13 20 (3.98%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 82 (16.33%) Pandas
2 81 (16.14%) NumPy
3 62 (12.35%) scikit-learn
4 58 (11.55%) Matplotlib
5 56 (11.16%) Streamlit
6 55 (10.96%) Hugging Face
7 48 (9.56%) PyTorch
8 43 (8.57%) Boost C++ Libraries
9 31 (6.18%) Django
10 28 (5.58%) TensorFlow
11 22 (4.38%) FIX Protocol
12 15 (2.99%) pytest
13 14 (2.79%) .NET
14 13 (2.59%) HTML
14 13 (2.59%) RESTful
15 11 (2.19%) REST
16 9 (1.79%) React
17 8 (1.59%) CSS
17 8 (1.59%) OpenCV
18 7 (1.39%) SciPy
Miscellaneous
1 85 (16.93%) Data Structures
2 52 (10.36%) Distributed Systems
3 39 (7.77%) Equities
4 28 (5.58%) FPGA
5 27 (5.38%) Greenfield Project
6 26 (5.18%) Management Information System
7 22 (4.38%) Hedge funds
7 22 (4.38%) Product Ownership
8 18 (3.59%) Derivative
9 17 (3.39%) PCIe
9 17 (3.39%) VHDL
10 15 (2.99%) Fixed Income
11 13 (2.59%) Embedded Systems
12 12 (2.39%) NVMe
12 12 (2.39%) Video\Live Streaming
13 11 (2.19%) Cloud Native
13 11 (2.19%) Onboarding
14 8 (1.59%) Analytical Mindset
15 7 (1.39%) Low-Code
15 7 (1.39%) Public Cloud
Operating Systems
1 57 (11.35%) Linux
2 7 (1.39%) Windows
3 5 (1.00%) Windows Server 2008
3 5 (1.00%) Windows Server 2012
3 5 (1.00%) Windows Server 2016
3 5 (1.00%) Windows Server 2019
4 4 (0.80%) Windows Server
5 3 (0.60%) Android
5 3 (0.60%) Apple iOS
5 3 (0.60%) Robot Operating System
6 2 (0.40%) Unix
7 1 (0.20%) FreeRTOS
Processes & Methodologies
1 192 (38.25%) Software Engineering
2 172 (34.26%) Machine Learning
3 162 (32.27%) AI
4 143 (28.49%) Computer Science
5 101 (20.12%) Data Science
6 97 (19.32%) OOP
7 95 (18.92%) Analytics
8 93 (18.53%) OO
9 90 (17.93%) Visualisation
10 77 (15.34%) Workflow
11 76 (15.14%) Agile
12 71 (14.14%) LLM
13 66 (13.15%) Problem-Solving
14 59 (11.75%) Neural Network
15 57 (11.35%) Continuous Improvement
16 56 (11.16%) Customer Service
16 56 (11.16%) Retrieval-Augmented Generation
17 55 (10.96%) Artificial Intelligence Engineering
17 55 (10.96%) Data Privacy
17 55 (10.96%) Technical Leadership
Programming Languages
1 322 (64.14%) Python
2 133 (26.49%) C++
3 52 (10.36%) SQL
4 44 (8.76%) C
5 42 (8.37%) C#
6 20 (3.98%) Java
7 17 (3.39%) Rust
8 15 (2.99%) R
9 14 (2.79%) Assembly Language
10 13 (2.59%) Go
11 12 (2.39%) MATLAB
12 7 (1.39%) TypeScript
13 6 (1.20%) JavaScript
14 5 (1.00%) Scala
15 4 (0.80%) Embedded C
15 4 (0.80%) Embedded C++
15 4 (0.80%) T-SQL
16 3 (0.60%) VBA
16 3 (0.60%) VC++
17 2 (0.40%) Bash
Qualifications
1 118 (23.51%) Degree
2 58 (11.55%) AWS Certification
3 54 (10.76%) AWS Certified Cloud Practitioner
4 43 (8.57%) Computer Science Degree
5 38 (7.57%) Master's Degree
5 38 (7.57%) Security Cleared
6 28 (5.58%) PhD
7 21 (4.18%) SC Cleared
8 17 (3.39%) BPSS Clearance
9 15 (2.99%) DV Cleared
10 5 (1.00%) MBA
11 4 (0.80%) Postgraduate
12 3 (0.60%) DBS Check
13 1 (0.20%) CEH
13 1 (0.20%) CISM
13 1 (0.20%) CISSP
13 1 (0.20%) GIAC
13 1 (0.20%) ITIL Certification
13 1 (0.20%) Microsoft Certification
Quality Assurance & Compliance
1 42 (8.37%) QA
2 22 (4.38%) Accessibility
3 19 (3.78%) Data Quality
4 17 (3.39%) ISO/IEC 15288
5 6 (1.20%) GDPR
6 5 (1.00%) Actionable Recommendations
7 4 (0.80%) IEC 61508
7 4 (0.80%) ISO 26262
8 3 (0.60%) EMIR
9 1 (0.20%) AUTOSAR
9 1 (0.20%) HIPAA
9 1 (0.20%) NIST
9 1 (0.20%) NIST 800
9 1 (0.20%) PCI DSS
9 1 (0.20%) Sarbanes-Oxley
System Software
1 30 (5.98%) Firmware
2 24 (4.78%) Docker
3 16 (3.19%) Embedded Firmware
4 5 (1.00%) Active Directory
4 5 (1.00%) Hyper-V
4 5 (1.00%) VMware ESXi
4 5 (1.00%) VMware Infrastructure
5 1 (0.20%) IAG
Systems Management
1 10 (1.99%) Kubernetes
2 7 (1.39%) Terraform
3 5 (1.00%) Kubeflow
3 5 (1.00%) SCCM
3 5 (1.00%) SCOM
3 5 (1.00%) Tivoli Identity Manager
4 1 (0.20%) Grafana
Vendors
1 61 (12.15%) Microsoft
2 58 (11.55%) Google
3 22 (4.38%) IBM
4 16 (3.19%) Altera
5 13 (2.59%) Databricks
5 13 (2.59%) Xilinx
6 11 (2.19%) Screaming Frog
7 6 (1.20%) Botify
8 5 (1.00%) Ahrefs
8 5 (1.00%) BT
8 5 (1.00%) Dell
8 5 (1.00%) HP
8 5 (1.00%) McAfee
8 5 (1.00%) VMware
9 4 (0.80%) Oracle
10 3 (0.60%) Rockwell
11 2 (0.40%) Remedy
11 2 (0.40%) Thales
11 2 (0.40%) YouTube
12 1 (0.20%) OpenAI