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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 320 167 119
Rank change year-on-year -153 -48 +58
Permanent jobs citing Algorithms 490 817 2,254
As % of all permanent jobs in the UK 0.56% 1.95% 2.38%
As % of the Miscellaneous category 1.95% 4.95% 6.59%
Number of salaries quoted 296 395 754
10th Percentile £33,750 £43,750 £39,000
25th Percentile £34,125 £52,000 £50,000
Median annual salary (50th Percentile) £60,000 £68,000 £65,000
Median % change year-on-year -11.76% +4.62% -13.33%
75th Percentile £90,313 £90,000 £83,625
90th Percentile £111,250 £114,000 £110,875
UK excluding London median annual salary £50,000 £62,000 £60,000
% change year-on-year -19.35% +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 25,162 16,518 34,204
As % of all permanent jobs advertised in the UK 28.57% 39.39% 36.05%
Number of salaries quoted 12,953 9,236 22,912
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,000 £42,500 £38,000
Median annual salary (50th Percentile) £59,773 £60,000 £55,000
Median % change year-on-year -0.38% +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 23 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 23 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 -154 436 £61,250 -12.50% 343
UK excluding London -175 263 £50,000 -19.35% 273
London -45 196 £95,000 -7.32% 119
Work from Home -133 110 £55,000 -8.33% 156
South East -111 84 £60,000 -3.23% 104
North of England -64 59 £37,500 -47.91% 34
South West -83 37 £55,000 -21.43% 44
East of England -111 32 £37,500 -50.66% 56
North West -33 31 £41,250 -53.47% 14
Midlands -47 30 £50,000 -16.67% 25
Yorkshire -49 20 £37,500 -28.57% 9
West Midlands -25 19 £37,500 -37.50% 12
Scotland -37 13 £39,500 -12.22% 14
East Midlands -60 10 £75,000 +25.00% 13
North East -42 8 £37,500 -63.86% 11
Wales -31 7 £57,500 -4.17% 3
Northern Ireland -43 1 £39,500 -59.49% 5

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 (11.02%) Jupyter
2 20 (4.08%) ArcGIS
3 10 (2.04%) Apache Spark
3 10 (2.04%) CMS
4 9 (1.84%) Apache Airflow
5 5 (1.02%) IIS
6 2 (0.41%) Confluence
6 2 (0.41%) Kinematics
7 1 (0.20%) Apache
7 1 (0.20%) Apache Pulsar
7 1 (0.20%) Drupal
7 1 (0.20%) SharePoint
7 1 (0.20%) WordPress
Applications
1 54 (11.02%) Chatbot
2 6 (1.22%) Simulink
3 4 (0.82%) Microsoft Office
4 3 (0.61%) CATIA
5 2 (0.41%) Microsoft Excel
5 2 (0.41%) OrCAD
6 1 (0.20%) Microsoft PowerPoint
Business Applications
1 11 (2.24%) Towers Watson Igloo
2 4 (0.82%) Distributed Ledger
3 1 (0.20%) Bloomberg AIM
3 1 (0.20%) Fidessa
3 1 (0.20%) Salesforce CRM
Cloud Services
1 139 (28.37%) AWS
2 73 (14.90%) Azure
3 58 (11.84%) Cloud Computing
4 41 (8.37%) GCP
5 18 (3.67%) GitHub
6 17 (3.47%) Google Analytics
7 13 (2.65%) Power Platform
8 10 (2.04%) Azure Machine Learning
9 6 (1.22%) Snowflake
10 5 (1.02%) Amazon EKS
10 5 (1.02%) Prefect
10 5 (1.02%) Slack
11 4 (0.82%) Google Ads
11 4 (0.82%) SaaS
12 3 (0.61%) Firebase
12 3 (0.61%) Serverless
13 2 (0.41%) Amazon SageMaker
13 2 (0.41%) AWS Lambda
13 2 (0.41%) Google App Engine
13 2 (0.41%) Google Tag Manager
Communications & Networking
1 15 (3.06%) Multicast
2 14 (2.86%) Broadband
3 6 (1.22%) Ethernet
4 5 (1.02%) Software-Defined Radio
5 4 (0.82%) Network Security
6 3 (0.61%) Internet
6 3 (0.61%) TCP/IP
6 3 (0.61%) 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 (5.92%) BigQuery
2 26 (5.31%) Elasticsearch
3 22 (4.49%) Metadata
4 21 (4.29%) GIS
4 21 (4.29%) QGIS
4 21 (4.29%) Spatial Data
5 15 (3.06%) Big Data
6 13 (2.65%) PostgreSQL
7 11 (2.24%) Hadoop
7 11 (2.24%) MongoDB
7 11 (2.24%) NoSQL
7 11 (2.24%) Power BI
7 11 (2.24%) Tableau
8 6 (1.22%) Data Mining
9 5 (1.02%) Amazon Athena
10 4 (0.82%) SQL Server
11 3 (0.61%) Relational Database
12 2 (0.41%) DynamoDB
13 1 (0.20%) Amazon Redshift
13 1 (0.20%) Presto
Development Applications
1 70 (14.29%) Visual Studio Code
2 55 (11.22%) Git
3 28 (5.71%) Rational DOORS
4 17 (3.47%) JIRA
5 15 (3.06%) GitLab
6 3 (0.61%) MLflow
7 1 (0.20%) Bitbucket
7 1 (0.20%) Jenkins
General
1 146 (29.80%) Finance
2 73 (14.90%) Analytical Skills
3 70 (14.29%) Retail
4 65 (13.27%) Social Skills
5 60 (12.24%) Manufacturing
6 44 (8.98%) Marketing
7 29 (5.92%) Front Office
8 27 (5.51%) Electronics
9 22 (4.49%) Games
10 20 (4.08%) Banking
11 17 (3.47%) Inclusion and Diversity
12 13 (2.65%) Automotive
13 10 (2.04%) Aerospace
14 9 (1.84%) Financial Institution
14 9 (1.84%) Legal
15 8 (1.63%) Advertising
16 7 (1.43%) Law
17 5 (1.02%) Aviation
17 5 (1.02%) Pharmaceutical
17 5 (1.02%) Presentation Skills
Job Titles
1 109 (22.24%) Software Engineer
2 97 (19.80%) Senior
3 83 (16.94%) Developer
4 52 (10.61%) Artificial Intelligence Programmer
4 52 (10.61%) Programmer
5 51 (10.41%) Trainee
5 51 (10.41%) Trainee Programmer
6 45 (9.18%) Python Developer
7 39 (7.96%) Senior Developer
7 39 (7.96%) Senior Software Engineer
8 36 (7.35%) C++ Software Engineer
9 24 (4.90%) Principal Engineer
10 22 (4.49%) Consultant
10 22 (4.49%) Python Engineer
10 22 (4.49%) Systems Engineer
11 21 (4.29%) Quantitative Developer
11 21 (4.29%) Senior Python Developer
12 20 (4.08%) Artificial Intelligence Consultant
12 20 (4.08%) Machine Learning Consultant
12 20 (4.08%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (16.53%) Pandas
2 80 (16.33%) NumPy
3 62 (12.65%) scikit-learn
4 58 (11.84%) Matplotlib
5 56 (11.43%) Streamlit
6 55 (11.22%) Hugging Face
7 49 (10.00%) PyTorch
8 42 (8.57%) Boost C++ Libraries
9 31 (6.33%) Django
10 29 (5.92%) TensorFlow
11 22 (4.49%) FIX Protocol
12 15 (3.06%) pytest
13 14 (2.86%) .NET
13 14 (2.86%) HTML
13 14 (2.86%) RESTful
14 11 (2.24%) REST
15 10 (2.04%) React
16 9 (1.84%) CSS
17 8 (1.63%) OpenCV
18 7 (1.43%) SciPy
Miscellaneous
1 85 (17.35%) Data Structures
2 51 (10.41%) Distributed Systems
3 39 (7.96%) Equities
4 27 (5.51%) Greenfield Project
5 26 (5.31%) FPGA
5 26 (5.31%) Management Information System
6 22 (4.49%) Hedge funds
7 20 (4.08%) Product Ownership
8 18 (3.67%) Derivative
9 15 (3.06%) Fixed Income
9 15 (3.06%) PCIe
9 15 (3.06%) VHDL
10 12 (2.45%) Cloud Native
10 12 (2.45%) Embedded Systems
10 12 (2.45%) Video\Live Streaming
11 11 (2.24%) NVMe
11 11 (2.24%) Onboarding
12 9 (1.84%) Analytical Mindset
13 7 (1.43%) Driving Licence
13 7 (1.43%) Public Cloud
Operating Systems
1 55 (11.22%) Linux
2 7 (1.43%) Windows
3 5 (1.02%) Windows Server 2008
3 5 (1.02%) Windows Server 2012
3 5 (1.02%) Windows Server 2016
3 5 (1.02%) Windows Server 2019
4 4 (0.82%) Windows Server
5 3 (0.61%) Android
5 3 (0.61%) Apple iOS
5 3 (0.61%) Robot Operating System
6 2 (0.41%) Unix
7 1 (0.20%) FreeRTOS
Processes & Methodologies
1 185 (37.76%) Software Engineering
2 170 (34.69%) Machine Learning
3 160 (32.65%) AI
4 141 (28.78%) Computer Science
5 97 (19.80%) Data Science
5 97 (19.80%) OOP
6 96 (19.59%) Analytics
7 93 (18.98%) OO
8 89 (18.16%) Visualisation
9 78 (15.92%) Workflow
10 73 (14.90%) Agile
11 72 (14.69%) LLM
12 66 (13.47%) Problem-Solving
13 59 (12.04%) Neural Network
14 58 (11.84%) Continuous Improvement
15 57 (11.63%) Retrieval-Augmented Generation
16 56 (11.43%) Customer Service
16 56 (11.43%) Data Privacy
17 55 (11.22%) Prompt Engineering
17 55 (11.22%) Technical Leadership
Programming Languages
1 314 (64.08%) Python
2 128 (26.12%) C++
3 52 (10.61%) SQL
4 42 (8.57%) C
5 40 (8.16%) C#
6 20 (4.08%) Java
7 16 (3.27%) Rust
8 15 (3.06%) R
9 13 (2.65%) Assembly Language
9 13 (2.65%) Go
10 11 (2.24%) MATLAB
11 7 (1.43%) JavaScript
11 7 (1.43%) TypeScript
12 5 (1.02%) Scala
13 4 (0.82%) T-SQL
14 3 (0.61%) Embedded C
14 3 (0.61%) Embedded C++
14 3 (0.61%) VBA
14 3 (0.61%) VC++
15 2 (0.41%) Bash
Qualifications
1 117 (23.88%) Degree
2 58 (11.84%) AWS Certification
3 54 (11.02%) AWS Certified Cloud Practitioner
4 43 (8.78%) Computer Science Degree
5 38 (7.76%) Master's Degree
6 32 (6.53%) Security Cleared
7 28 (5.71%) PhD
8 17 (3.47%) BPSS Clearance
8 17 (3.47%) SC Cleared
9 13 (2.65%) DV Cleared
10 5 (1.02%) MBA
11 4 (0.82%) Postgraduate
12 3 (0.61%) 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
13 1 (0.20%) Microsoft Certified Professional
Quality Assurance & Compliance
1 42 (8.57%) QA
2 23 (4.69%) Accessibility
3 19 (3.88%) Data Quality
4 17 (3.47%) ISO/IEC 15288
5 6 (1.22%) GDPR
6 5 (1.02%) Actionable Recommendations
7 4 (0.82%) IEC 61508
7 4 (0.82%) ISO 26262
8 3 (0.61%) EMIR
9 2 (0.41%) NIST
10 1 (0.20%) AUTOSAR
10 1 (0.20%) EU AI Act
10 1 (0.20%) HIPAA
10 1 (0.20%) NIST 800
10 1 (0.20%) PCI DSS
10 1 (0.20%) Sarbanes-Oxley
System Software
1 28 (5.71%) Firmware
2 22 (4.49%) Docker
3 15 (3.06%) Embedded Firmware
4 5 (1.02%) Active Directory
4 5 (1.02%) Hyper-V
4 5 (1.02%) VMware ESXi
4 5 (1.02%) VMware Infrastructure
5 1 (0.20%) IAG
Systems Management
1 10 (2.04%) Kubernetes
2 7 (1.43%) Terraform
3 5 (1.02%) Kubeflow
3 5 (1.02%) SCCM
3 5 (1.02%) SCOM
3 5 (1.02%) Tivoli Identity Manager
4 1 (0.20%) Grafana
Vendors
1 62 (12.65%) Microsoft
2 60 (12.24%) Google
3 22 (4.49%) IBM
4 15 (3.06%) Altera
5 13 (2.65%) Databricks
5 13 (2.65%) Screaming Frog
6 12 (2.45%) Xilinx
7 6 (1.22%) Ahrefs
7 6 (1.22%) Botify
8 5 (1.02%) BT
8 5 (1.02%) Dell
8 5 (1.02%) HP
8 5 (1.02%) McAfee
8 5 (1.02%) VMware
9 4 (0.82%) Oracle
10 3 (0.61%) Rockwell
11 2 (0.41%) Hotjar
11 2 (0.41%) Remedy
11 2 (0.41%) Thales
11 2 (0.41%) YouTube