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 7 May 2026, comparing them to the same period in the previous two years.

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 317 182 113
Rank change year-on-year -135 -69 +95
Permanent jobs citing Algorithms 519 813 2,323
As % of all permanent jobs in the UK 0.57% 1.86% 2.42%
As % of the Miscellaneous category 2.03% 4.55% 6.71%
Number of salaries quoted 323 397 756
10th Percentile £33,750 £43,750 £38,750
25th Percentile £34,875 £52,000 £50,000
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - -10.96%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £111,250 £111,250 £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 25,526 17,877 34,626
As % of all permanent jobs advertised in the UK 27.92% 40.92% 36.03%
Number of salaries quoted 13,341 9,300 23,066
10th Percentile £30,000 £31,250 £28,000
25th Percentile £40,000 £42,000 £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 £80,000 £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 7 May 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 7 May 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 -126 467 £65,000 -7.14% 276
UK excluding London -149 285 £55,000 -11.29% 210
London -38 206 £95,000 -7.32% 101
Work from Home -127 113 £60,000 - 82
South East -85 98 £60,000 -3.23% 78
North of England -49 61 £37,500 -47.91% 31
South West -84 40 £60,000 -14.29% 28
Midlands -32 33 £55,000 -8.33% 24
East of England -88 31 £37,500 -42.31% 35
North West -24 30 £37,500 -56.88% 14
West Midlands -21 22 £46,500 -22.50% 9
Yorkshire -49 21 £37,500 -16.67% 9
Scotland -29 14 £39,500 -12.22% 13
North East -23 10 £37,500 -63.86% 8
East Midlands -42 10 £75,000 +25.00% 15
Wales -38 6 £57,500 -7.26% 3
Northern Ireland -35 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 55 (10.60%) Jupyter
2 20 (3.85%) ArcGIS
3 11 (2.12%) Apache Spark
4 10 (1.93%) CMS
5 9 (1.73%) Apache Airflow
6 5 (0.96%) IIS
7 2 (0.39%) Confluence
8 1 (0.19%) Apache
8 1 (0.19%) Apache Pulsar
8 1 (0.19%) Drupal
8 1 (0.19%) Kinematics
8 1 (0.19%) SAS
8 1 (0.19%) SharePoint
8 1 (0.19%) WordPress
Applications
1 54 (10.40%) Chatbot
2 9 (1.73%) Simulink
3 4 (0.77%) Microsoft Office
4 3 (0.58%) CATIA
4 3 (0.58%) Microsoft Excel
5 2 (0.39%) OrCAD
6 1 (0.19%) Microsoft PowerPoint
Business Applications
1 12 (2.31%) Towers Watson Igloo
2 4 (0.77%) Distributed Ledger
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
3 1 (0.19%) Salesforce CRM
Cloud Services
1 143 (27.55%) AWS
2 74 (14.26%) Azure
3 59 (11.37%) Cloud Computing
4 40 (7.71%) GCP
5 15 (2.89%) GitHub
5 15 (2.89%) Google Analytics
6 13 (2.50%) Power Platform
7 10 (1.93%) Azure Machine Learning
8 6 (1.16%) Amazon EKS
8 6 (1.16%) SaaS
8 6 (1.16%) Slack
8 6 (1.16%) Snowflake
9 5 (0.96%) Prefect
10 4 (0.77%) Google Ads
11 3 (0.58%) Amazon ECS
12 2 (0.39%) Amazon SageMaker
12 2 (0.39%) AWS Lambda
12 2 (0.39%) Azure DevOps
12 2 (0.39%) Firebase
12 2 (0.39%) Serverless
Communications & Networking
1 16 (3.08%) Broadband
2 15 (2.89%) Multicast
3 6 (1.16%) Ethernet
4 5 (0.96%) Software-Defined Radio
5 4 (0.77%) Internet
5 4 (0.77%) Network Security
6 3 (0.58%) TCP/IP
6 3 (0.58%) Wi-Fi
7 1 (0.19%) 5G
7 1 (0.19%) Firewall
7 1 (0.19%) IPsec
7 1 (0.19%) MQTT
7 1 (0.19%) RS-422
7 1 (0.19%) S/MIME
7 1 (0.19%) VPN
7 1 (0.19%) X.509
Database & Business Intelligence
1 28 (5.39%) BigQuery
2 25 (4.82%) Elasticsearch
3 24 (4.62%) GIS
4 21 (4.05%) QGIS
4 21 (4.05%) Spatial Data
5 20 (3.85%) Metadata
6 15 (2.89%) Big Data
6 15 (2.89%) PostgreSQL
7 11 (2.12%) Hadoop
7 11 (2.12%) MongoDB
7 11 (2.12%) NoSQL
7 11 (2.12%) Power BI
8 10 (1.93%) Tableau
9 6 (1.16%) Data Mining
10 5 (0.96%) Amazon Athena
11 4 (0.77%) SQL Server
12 3 (0.58%) Relational Database
13 2 (0.39%) Amazon RDS
13 2 (0.39%) DynamoDB
14 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.26%) Visual Studio Code
2 58 (11.18%) Git
3 28 (5.39%) Rational DOORS
4 17 (3.28%) JIRA
5 16 (3.08%) GitLab
6 3 (0.58%) MLflow
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 150 (28.90%) Finance
2 73 (14.07%) Analytical Skills
3 70 (13.49%) Retail
4 68 (13.10%) Social Skills
5 60 (11.56%) Manufacturing
6 43 (8.29%) Marketing
7 30 (5.78%) Front Office
8 27 (5.20%) Electronics
9 22 (4.24%) Games
9 22 (4.24%) Inclusion and Diversity
10 19 (3.66%) Banking
11 13 (2.50%) Automotive
12 12 (2.31%) Aerospace
13 11 (2.12%) Advertising
14 8 (1.54%) Financial Institution
15 7 (1.35%) Legal
16 6 (1.16%) Law
17 5 (0.96%) Aviation
17 5 (0.96%) Documentation Skills
17 5 (0.96%) Pharmaceutical
Job Titles
1 126 (24.28%) Software Engineer
2 108 (20.81%) Senior
3 89 (17.15%) Developer
4 52 (10.02%) Artificial Intelligence Programmer
4 52 (10.02%) Programmer
5 51 (9.83%) Trainee
5 51 (9.83%) Trainee Programmer
6 48 (9.25%) Python Developer
7 44 (8.48%) Senior Software Engineer
8 42 (8.09%) Senior Developer
9 39 (7.51%) C++ Software Engineer
10 24 (4.62%) Python Engineer
11 23 (4.43%) Principal Engineer
11 23 (4.43%) Quantitative Developer
11 23 (4.43%) Senior Python Developer
12 22 (4.24%) Consultant
12 22 (4.24%) Senior Quantitative Developer
12 22 (4.24%) Systems Engineer
13 21 (4.05%) FPGA Engineer
13 21 (4.05%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 81 (15.61%) Pandas
2 80 (15.41%) NumPy
3 60 (11.56%) scikit-learn
4 58 (11.18%) Matplotlib
5 57 (10.98%) Streamlit
6 55 (10.60%) Hugging Face
7 47 (9.06%) PyTorch
8 46 (8.86%) Boost C++ Libraries
9 30 (5.78%) Django
10 27 (5.20%) TensorFlow
11 22 (4.24%) FIX Protocol
12 15 (2.89%) .NET
12 15 (2.89%) pytest
13 14 (2.70%) HTML
14 12 (2.31%) RESTful
15 11 (2.12%) REST
16 10 (1.93%) React
17 9 (1.73%) CSS
18 8 (1.54%) Flask
18 8 (1.54%) OpenCV
Miscellaneous
1 86 (16.57%) Data Structures
2 54 (10.40%) Distributed Systems
3 40 (7.71%) Equities
4 28 (5.39%) FPGA
5 27 (5.20%) Management Information System
6 25 (4.82%) Greenfield Project
7 23 (4.43%) Hedge funds
7 23 (4.43%) Product Ownership
8 18 (3.47%) Derivative
8 18 (3.47%) Embedded Systems
8 18 (3.47%) PCIe
8 18 (3.47%) VHDL
9 15 (2.89%) Fixed Income
10 13 (2.50%) Onboarding
10 13 (2.50%) Video\Live Streaming
11 12 (2.31%) NVMe
12 11 (2.12%) Cloud Native
13 8 (1.54%) Public Cloud
14 7 (1.35%) Analytical Mindset
14 7 (1.35%) Driving Licence
Operating Systems
1 60 (11.56%) Linux
2 7 (1.35%) Windows
3 5 (0.96%) Windows Server 2008
3 5 (0.96%) Windows Server 2012
3 5 (0.96%) Windows Server 2016
3 5 (0.96%) Windows Server 2019
4 4 (0.77%) Windows Server
5 3 (0.58%) Android
5 3 (0.58%) Apple iOS
5 3 (0.58%) Robot Operating System
6 2 (0.39%) Unix
7 1 (0.19%) Embedded Linux
7 1 (0.19%) FreeRTOS
Processes & Methodologies
1 206 (39.69%) Software Engineering
2 172 (33.14%) Machine Learning
3 163 (31.41%) AI
4 144 (27.75%) Computer Science
5 100 (19.27%) Data Science
6 98 (18.88%) Analytics
7 97 (18.69%) OOP
8 94 (18.11%) OO
9 90 (17.34%) Visualisation
10 78 (15.03%) Agile
11 77 (14.84%) Workflow
12 70 (13.49%) LLM
13 67 (12.91%) Problem-Solving
14 57 (10.98%) Neural Network
15 56 (10.79%) Continuous Improvement
15 56 (10.79%) Customer Service
15 56 (10.79%) Retrieval-Augmented Generation
16 55 (10.60%) Data Privacy
17 54 (10.40%) Mathematics
17 54 (10.40%) Sentiment Analysis
Programming Languages
1 333 (64.16%) Python
2 140 (26.97%) C++
3 52 (10.02%) SQL
4 46 (8.86%) C#
5 45 (8.67%) C
6 20 (3.85%) Java
7 18 (3.47%) Rust
8 15 (2.89%) MATLAB
9 14 (2.70%) Assembly Language
9 14 (2.70%) Go
9 14 (2.70%) R
10 9 (1.73%) TypeScript
11 6 (1.16%) Embedded C
11 6 (1.16%) Embedded C++
11 6 (1.16%) JavaScript
12 5 (0.96%) Scala
13 4 (0.77%) T-SQL
13 4 (0.77%) VBA
14 3 (0.58%) Julia
14 3 (0.58%) VC++
Qualifications
1 117 (22.54%) Degree
2 60 (11.56%) AWS Certification
3 54 (10.40%) AWS Certified Cloud Practitioner
4 43 (8.29%) Computer Science Degree
5 42 (8.09%) Security Cleared
6 38 (7.32%) Master's Degree
7 28 (5.39%) PhD
8 23 (4.43%) SC Cleared
9 18 (3.47%) BPSS Clearance
10 16 (3.08%) DV Cleared
11 5 (0.96%) MBA
12 4 (0.77%) Postgraduate
13 3 (0.58%) DBS Check
14 1 (0.19%) CEH
14 1 (0.19%) CISM
14 1 (0.19%) CISSP
14 1 (0.19%) GIAC
14 1 (0.19%) ITIL Certification
14 1 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 42 (8.09%) QA
2 21 (4.05%) Accessibility
3 19 (3.66%) Data Quality
4 18 (3.47%) ISO/IEC 15288
5 6 (1.16%) GDPR
6 5 (0.96%) Actionable Recommendations
7 3 (0.58%) EMIR
7 3 (0.58%) IEC 61508
7 3 (0.58%) ISO 26262
8 2 (0.39%) ISO/IEC 12207
9 1 (0.19%) AUTOSAR
9 1 (0.19%) HIPAA
9 1 (0.19%) NIST
9 1 (0.19%) NIST 800
9 1 (0.19%) PCI DSS
9 1 (0.19%) Sarbanes-Oxley
System Software
1 31 (5.97%) Firmware
2 27 (5.20%) Docker
3 15 (2.89%) Embedded Firmware
4 5 (0.96%) Active Directory
4 5 (0.96%) Hyper-V
4 5 (0.96%) VMware ESXi
4 5 (0.96%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 13 (2.50%) Kubernetes
2 8 (1.54%) Terraform
3 6 (1.16%) Kubeflow
4 5 (0.96%) SCCM
4 5 (0.96%) SCOM
4 5 (0.96%) Tivoli Identity Manager
5 1 (0.19%) Grafana
Vendors
1 61 (11.75%) Microsoft
2 55 (10.60%) Google
3 21 (4.05%) IBM
4 16 (3.08%) Altera
5 14 (2.70%) Databricks
6 13 (2.50%) Xilinx
7 9 (1.73%) Screaming Frog
8 6 (1.16%) Botify
9 5 (0.96%) BT
9 5 (0.96%) Dell
9 5 (0.96%) HP
9 5 (0.96%) McAfee
9 5 (0.96%) VMware
10 3 (0.58%) Ahrefs
10 3 (0.58%) Oracle
10 3 (0.58%) Rockwell
11 2 (0.39%) Thales
11 2 (0.39%) YouTube
12 1 (0.19%) NVIDIA
12 1 (0.19%) OpenAI