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

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 316 176 113
Rank change year-on-year -140 -63 +95
Permanent jobs citing Algorithms 515 812 2,322
As % of all permanent jobs in the UK 0.57% 1.89% 2.42%
As % of the Miscellaneous category 2.03% 4.65% 6.72%
Number of salaries quoted 322 396 755
10th Percentile £33,750 £43,750 £38,750
25th Percentile £34,563 £52,000 £50,000
Median annual salary (50th Percentile) £60,000 £66,500 £65,000
Median % change year-on-year -9.77% +2.31% -13.33%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £111,250 £111,875 £103,474
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 25,401 17,450 34,562
As % of all permanent jobs advertised in the UK 27.93% 40.62% 36.06%
Number of salaries quoted 13,236 9,283 22,985
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 £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 5 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 5 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 -127 462 £65,000 -7.14% 341
UK excluding London -157 284 £55,000 -11.29% 263
London -35 203 £95,000 -7.32% 131
Work from Home -134 112 £60,000 - 133
South East -99 97 £60,000 -3.23% 103
North of England -61 61 £37,500 -47.91% 32
South West -79 41 £60,000 -14.29% 43
Midlands -44 33 £55,000 -8.33% 23
North West -28 31 £37,500 -56.88% 15
East of England -89 29 £37,500 -42.31% 51
West Midlands -23 22 £46,500 -22.50% 8
Yorkshire -56 21 £37,500 -16.67% 8
Scotland -31 14 £39,500 -12.22% 12
East Midlands -53 10 £75,000 +25.00% 15
North East -28 9 £37,500 -63.86% 9
Wales -39 7 £57,500 -5.74% 3
Northern Ireland -37 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 (10.68%) Jupyter
2 20 (3.88%) ArcGIS
3 11 (2.14%) Apache Spark
4 10 (1.94%) CMS
5 9 (1.75%) Apache Airflow
6 5 (0.97%) 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%) SharePoint
8 1 (0.19%) WordPress
Applications
1 54 (10.49%) Chatbot
2 8 (1.55%) Simulink
3 4 (0.78%) 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 (2.33%) Towers Watson Igloo
2 4 (0.78%) Distributed Ledger
3 1 (0.19%) Bloomberg AIM
3 1 (0.19%) Fidessa
3 1 (0.19%) Salesforce CRM
Cloud Services
1 142 (27.57%) AWS
2 74 (14.37%) Azure
3 59 (11.46%) Cloud Computing
4 40 (7.77%) GCP
5 15 (2.91%) GitHub
5 15 (2.91%) Google Analytics
6 13 (2.52%) Power Platform
7 10 (1.94%) Azure Machine Learning
8 6 (1.17%) Amazon EKS
8 6 (1.17%) Slack
8 6 (1.17%) Snowflake
9 5 (0.97%) Prefect
10 4 (0.78%) Google Ads
10 4 (0.78%) SaaS
11 2 (0.39%) Amazon SageMaker
11 2 (0.39%) AWS Lambda
11 2 (0.39%) Azure DevOps
11 2 (0.39%) Firebase
11 2 (0.39%) Google App Engine
11 2 (0.39%) Serverless
Communications & Networking
1 15 (2.91%) Broadband
1 15 (2.91%) Multicast
2 6 (1.17%) Ethernet
3 5 (0.97%) Software-Defined Radio
4 4 (0.78%) Internet
4 4 (0.78%) Network Security
5 3 (0.58%) TCP/IP
5 3 (0.58%) Wi-Fi
6 1 (0.19%) Firewall
6 1 (0.19%) IPsec
6 1 (0.19%) S/MIME
6 1 (0.19%) VPN
6 1 (0.19%) X.509
Database & Business Intelligence
1 28 (5.44%) BigQuery
2 25 (4.85%) Elasticsearch
3 22 (4.27%) GIS
4 21 (4.08%) Metadata
4 21 (4.08%) QGIS
4 21 (4.08%) Spatial Data
5 15 (2.91%) Big Data
6 14 (2.72%) PostgreSQL
7 11 (2.14%) Hadoop
7 11 (2.14%) MongoDB
7 11 (2.14%) NoSQL
7 11 (2.14%) Power BI
7 11 (2.14%) Tableau
8 6 (1.17%) Data Mining
9 5 (0.97%) Amazon Athena
10 4 (0.78%) SQL Server
11 3 (0.58%) Relational Database
12 2 (0.39%) DynamoDB
13 1 (0.19%) Amazon RDS
13 1 (0.19%) Amazon Redshift
Development Applications
1 74 (14.37%) Visual Studio Code
2 59 (11.46%) Git
3 28 (5.44%) Rational DOORS
4 17 (3.30%) JIRA
5 16 (3.11%) GitLab
6 3 (0.58%) MLflow
7 1 (0.19%) Bitbucket
7 1 (0.19%) Jenkins
General
1 150 (29.13%) Finance
2 73 (14.17%) Analytical Skills
3 70 (13.59%) Retail
4 67 (13.01%) Social Skills
5 60 (11.65%) Manufacturing
6 45 (8.74%) Marketing
7 29 (5.63%) Front Office
8 26 (5.05%) Electronics
9 23 (4.47%) Inclusion and Diversity
10 22 (4.27%) Games
11 20 (3.88%) Banking
12 13 (2.52%) Automotive
13 12 (2.33%) Aerospace
14 11 (2.14%) Advertising
15 9 (1.75%) Financial Institution
16 8 (1.55%) Legal
17 7 (1.36%) Law
18 5 (0.97%) Aviation
18 5 (0.97%) Documentation Skills
18 5 (0.97%) Pharmaceutical
Job Titles
1 124 (24.08%) Software Engineer
2 106 (20.58%) Senior
3 87 (16.89%) Developer
4 52 (10.10%) Artificial Intelligence Programmer
4 52 (10.10%) Programmer
5 51 (9.90%) Trainee
5 51 (9.90%) Trainee Programmer
6 47 (9.13%) Python Developer
7 43 (8.35%) Senior Software Engineer
8 41 (7.96%) Senior Developer
9 39 (7.57%) C++ Software Engineer
10 23 (4.47%) Principal Engineer
10 23 (4.47%) Python Engineer
11 22 (4.27%) Consultant
11 22 (4.27%) Quantitative Developer
11 22 (4.27%) Senior Python Developer
11 22 (4.27%) Systems Engineer
12 21 (4.08%) FPGA Engineer
12 21 (4.08%) Python Software Engineer
12 21 (4.08%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 82 (15.92%) Pandas
2 81 (15.73%) NumPy
3 61 (11.84%) scikit-learn
4 58 (11.26%) Matplotlib
5 56 (10.87%) Streamlit
6 55 (10.68%) Hugging Face
7 48 (9.32%) PyTorch
8 45 (8.74%) Boost C++ Libraries
9 30 (5.83%) Django
10 28 (5.44%) TensorFlow
11 22 (4.27%) FIX Protocol
12 15 (2.91%) pytest
13 14 (2.72%) .NET
13 14 (2.72%) HTML
14 12 (2.33%) RESTful
15 11 (2.14%) REST
16 10 (1.94%) React
17 9 (1.75%) CSS
18 8 (1.55%) OpenCV
19 7 (1.36%) SciPy
Miscellaneous
1 85 (16.50%) Data Structures
2 54 (10.49%) Distributed Systems
3 39 (7.57%) Equities
4 29 (5.63%) FPGA
5 26 (5.05%) Management Information System
6 25 (4.85%) Greenfield Project
7 22 (4.27%) Hedge funds
7 22 (4.27%) Product Ownership
8 18 (3.50%) Derivative
8 18 (3.50%) PCIe
8 18 (3.50%) VHDL
9 17 (3.30%) Embedded Systems
10 15 (2.91%) Fixed Income
11 14 (2.72%) Onboarding
12 13 (2.52%) Video\Live Streaming
13 12 (2.33%) NVMe
14 11 (2.14%) Cloud Native
15 8 (1.55%) Analytical Mindset
15 8 (1.55%) Public Cloud
16 7 (1.36%) Driving Licence
Operating Systems
1 58 (11.26%) Linux
2 7 (1.36%) Windows
3 5 (0.97%) Windows Server 2008
3 5 (0.97%) Windows Server 2012
3 5 (0.97%) Windows Server 2016
3 5 (0.97%) Windows Server 2019
4 4 (0.78%) 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%) FreeRTOS
Processes & Methodologies
1 203 (39.42%) Software Engineering
2 172 (33.40%) Machine Learning
3 162 (31.46%) AI
4 144 (27.96%) Computer Science
5 100 (19.42%) Data Science
6 97 (18.83%) Analytics
7 96 (18.64%) OOP
8 94 (18.25%) OO
9 90 (17.48%) Visualisation
10 78 (15.15%) Agile
11 77 (14.95%) Workflow
12 71 (13.79%) LLM
13 66 (12.82%) Problem-Solving
14 58 (11.26%) Neural Network
15 57 (11.07%) Continuous Improvement
16 56 (10.87%) Customer Service
16 56 (10.87%) Retrieval-Augmented Generation
17 55 (10.68%) Data Privacy
18 54 (10.49%) Mathematics
18 54 (10.49%) Sentiment Analysis
Programming Languages
1 329 (63.88%) Python
2 138 (26.80%) C++
3 51 (9.90%) SQL
4 45 (8.74%) C
4 45 (8.74%) C#
5 20 (3.88%) Java
6 18 (3.50%) Rust
7 14 (2.72%) Assembly Language
7 14 (2.72%) Go
7 14 (2.72%) R
8 13 (2.52%) MATLAB
9 9 (1.75%) TypeScript
10 7 (1.36%) JavaScript
11 5 (0.97%) Embedded C
11 5 (0.97%) Embedded C++
11 5 (0.97%) Scala
12 4 (0.78%) T-SQL
12 4 (0.78%) VBA
13 3 (0.58%) VC++
14 2 (0.39%) Bash
Qualifications
1 117 (22.72%) Degree
2 60 (11.65%) AWS Certification
3 54 (10.49%) AWS Certified Cloud Practitioner
4 42 (8.16%) Computer Science Degree
5 41 (7.96%) Security Cleared
6 37 (7.18%) Master's Degree
7 28 (5.44%) PhD
8 22 (4.27%) SC Cleared
9 18 (3.50%) BPSS Clearance
10 16 (3.11%) DV Cleared
11 5 (0.97%) MBA
12 4 (0.78%) 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 (8.16%) QA
2 22 (4.27%) Accessibility
3 19 (3.69%) Data Quality
4 18 (3.50%) ISO/IEC 15288
5 6 (1.17%) GDPR
6 5 (0.97%) Actionable Recommendations
7 4 (0.78%) IEC 61508
7 4 (0.78%) ISO 26262
8 3 (0.58%) EMIR
9 2 (0.39%) ISO/IEC 12207
10 1 (0.19%) AUTOSAR
10 1 (0.19%) HIPAA
10 1 (0.19%) NIST
10 1 (0.19%) NIST 800
10 1 (0.19%) PCI DSS
10 1 (0.19%) Sarbanes-Oxley
System Software
1 32 (6.21%) Firmware
2 26 (5.05%) Docker
3 16 (3.11%) Embedded Firmware
4 5 (0.97%) Active Directory
4 5 (0.97%) Hyper-V
4 5 (0.97%) VMware ESXi
4 5 (0.97%) VMware Infrastructure
5 1 (0.19%) IAG
Systems Management
1 12 (2.33%) Kubernetes
2 8 (1.55%) Terraform
3 6 (1.17%) Kubeflow
4 5 (0.97%) SCCM
4 5 (0.97%) SCOM
4 5 (0.97%) Tivoli Identity Manager
5 1 (0.19%) Grafana
Vendors
1 61 (11.84%) Microsoft
2 56 (10.87%) Google
3 21 (4.08%) IBM
4 16 (3.11%) Altera
5 14 (2.72%) Databricks
6 13 (2.52%) Xilinx
7 10 (1.94%) Screaming Frog
8 6 (1.17%) Botify
9 5 (0.97%) BT
9 5 (0.97%) Dell
9 5 (0.97%) HP
9 5 (0.97%) McAfee
9 5 (0.97%) VMware
10 4 (0.78%) Ahrefs
11 3 (0.58%) Oracle
11 3 (0.58%) Rockwell
12 2 (0.39%) Thales
12 2 (0.39%) YouTube
13 1 (0.19%) NVIDIA
13 1 (0.19%) OpenAI