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 12 June 2026, comparing them to the same period in the previous two years.

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 306 189 119
Rank change year-on-year -117 -70 +86
Permanent jobs citing Algorithms 564 780 2,282
As % of all permanent jobs in the UK 0.61% 1.76% 2.13%
As % of the Miscellaneous category 2.42% 4.09% 6.28%
Number of salaries quoted 368 292 756
10th Percentile £33,750 £38,875 £38,750
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -16.67%
75th Percentile £90,000 £95,625 £82,500
90th Percentile £106,875 £122,500 £100,000
UK excluding London median annual salary £60,000 £60,000 £60,000
% change year-on-year - - -2.76%

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 23,343 19,092 36,350
As % of all permanent jobs advertised in the UK 25.21% 43.13% 34.00%
Number of salaries quoted 14,822 8,957 23,473
10th Percentile £30,000 £30,000 £28,211
25th Percentile £41,250 £40,000 £38,524
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - -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 12 June 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 12 June 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 -83 515 £67,000 +3.08% 226
UK excluding London -111 323 £60,000 - 196
London -57 211 £95,000 -13.64% 61
Work from Home -97 130 £60,000 - 89
South East -47 113 £67,500 +8.87% 60
North of England -12 67 £37,500 -56.01% 38
East of England -20 53 £65,000 +19.27% 40
South West -93 42 £60,000 +20.00% 34
North West +9 31 £37,500 -56.88% 18
Midlands -18 31 £40,250 -32.92% 20
West Midlands -15 23 £37,500 -37.50% 11
Yorkshire -24 21 £37,500 -47.91% 10
North East -27 15 £52,000 -54.78% 10
Scotland -62 13 £39,500 -31.30% 7
East Midlands -39 7 £57,500 -4.17% 9
Wales -54 2 £39,500 -39.23% 2
Northern Ireland - 2 £39,500 - 2

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 (9.93%) Jupyter
2 20 (3.55%) ArcGIS
3 10 (1.77%) Apache Spark
4 9 (1.60%) CMS
5 8 (1.42%) Apache Airflow
6 6 (1.06%) SAS
7 4 (0.71%) IIS
8 2 (0.35%) Apache Pulsar
8 2 (0.35%) Confluence
9 1 (0.18%) Apache
9 1 (0.18%) Drupal
9 1 (0.18%) Kinematics
9 1 (0.18%) SharePoint
Applications
1 55 (9.75%) Chatbot
2 12 (2.13%) Simulink
3 3 (0.53%) Blender
3 3 (0.53%) CATIA
3 3 (0.53%) Maya
3 3 (0.53%) Microsoft Excel
4 2 (0.35%) Microsoft Office
4 2 (0.35%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.13%) Towers Watson Igloo
2 2 (0.35%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 148 (26.24%) AWS
2 76 (13.48%) Azure
3 61 (10.82%) Cloud Computing
4 34 (6.03%) GCP
5 19 (3.37%) GitHub
6 17 (3.01%) Google Analytics
7 15 (2.66%) SaaS
8 8 (1.42%) Power Platform
8 8 (1.42%) Slack
9 7 (1.24%) Amazon EKS
10 6 (1.06%) Amazon ECS
10 6 (1.06%) Azure Machine Learning
11 5 (0.89%) Google Ads
11 5 (0.89%) Prefect
11 5 (0.89%) Virtual Private Cloud
12 4 (0.71%) Snowflake
13 3 (0.53%) AWS Lambda
13 3 (0.53%) Azure Data Factory
13 3 (0.53%) Serverless
13 3 (0.53%) Vertex AI
Communications & Networking
1 23 (4.08%) Broadband
2 18 (3.19%) Multicast
3 6 (1.06%) 5G
3 6 (1.06%) Ethernet
3 6 (1.06%) Software-Defined Radio
4 4 (0.71%) Internet
5 3 (0.53%) Wi-Fi
6 2 (0.35%) Firewall
6 2 (0.35%) Network Security
7 1 (0.18%) FIX Connectivity
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) RS-422
7 1 (0.18%) TCP/IP
7 1 (0.18%) Wireless
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.79%) GIS
2 22 (3.90%) BigQuery
3 21 (3.72%) Elasticsearch
3 21 (3.72%) QGIS
3 21 (3.72%) Spatial Data
4 20 (3.55%) Metadata
4 20 (3.55%) PostgreSQL
5 18 (3.19%) Big Data
6 12 (2.13%) MongoDB
7 11 (1.95%) NoSQL
8 8 (1.42%) Hadoop
8 8 (1.42%) Tableau
9 6 (1.06%) Amazon RDS
9 6 (1.06%) Power BI
10 5 (0.89%) Amazon Athena
10 5 (0.89%) Data Mining
11 3 (0.53%) DynamoDB
11 3 (0.53%) MySQL
11 3 (0.53%) Redis
11 3 (0.53%) Relational Database
Development Applications
1 75 (13.30%) Visual Studio Code
2 70 (12.41%) Git
3 24 (4.26%) Rational DOORS
4 21 (3.72%) JIRA
5 16 (2.84%) GitLab
6 3 (0.53%) PetaLinux
7 1 (0.18%) Bitbucket
7 1 (0.18%) CMake
7 1 (0.18%) Jenkins
7 1 (0.18%) MLflow
7 1 (0.18%) Plastic SCM
7 1 (0.18%) TeamCity
7 1 (0.18%) Valgrind
General
1 155 (27.48%) Finance
2 81 (14.36%) Analytical Skills
3 78 (13.83%) Social Skills
4 72 (12.77%) Retail
5 62 (10.99%) Manufacturing
6 39 (6.91%) Marketing
7 29 (5.14%) Electronics
8 26 (4.61%) Inclusion and Diversity
9 24 (4.26%) Front Office
10 21 (3.72%) Banking
11 17 (3.01%) Aerospace
11 17 (3.01%) Automotive
12 14 (2.48%) Games
13 13 (2.30%) Advertising
14 7 (1.24%) Financial Institution
14 7 (1.24%) Legal
15 6 (1.06%) Presentation Skills
16 4 (0.71%) Documentation Skills
16 4 (0.71%) French Language
16 4 (0.71%) Telecoms
Job Titles
1 144 (25.53%) Software Engineer
2 129 (22.87%) Senior
3 104 (18.44%) Developer
4 55 (9.75%) Senior Software Engineer
5 53 (9.40%) Python Developer
6 52 (9.22%) Artificial Intelligence Programmer
6 52 (9.22%) Programmer
7 51 (9.04%) Trainee
7 51 (9.04%) Trainee Programmer
8 44 (7.80%) Senior Developer
9 41 (7.27%) C++ Software Engineer
10 30 (5.32%) Python Engineer
11 29 (5.14%) Lead
12 25 (4.43%) Embedded Engineer
12 25 (4.43%) Python Software Engineer
13 24 (4.26%) Consultant
13 24 (4.26%) Data Scientist
13 24 (4.26%) FPGA Engineer
13 24 (4.26%) Senior Python Developer
14 22 (3.90%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 80 (14.18%) NumPy
1 80 (14.18%) Pandas
2 61 (10.82%) scikit-learn
3 60 (10.64%) Streamlit
4 58 (10.28%) Matplotlib
5 55 (9.75%) Hugging Face
6 49 (8.69%) Boost C++ Libraries
7 48 (8.51%) PyTorch
8 25 (4.43%) Django
8 25 (4.43%) TensorFlow
9 21 (3.72%) FIX Protocol
10 18 (3.19%) HTML
10 18 (3.19%) pytest
11 16 (2.84%) .NET
11 16 (2.84%) React
12 14 (2.48%) CSS
13 13 (2.30%) REST
14 10 (1.77%) Flask
14 10 (1.77%) RESTful
15 8 (1.42%) Node.js
Miscellaneous
1 90 (15.96%) Data Structures
2 52 (9.22%) Distributed Systems
3 42 (7.45%) Equities
4 31 (5.50%) FPGA
5 28 (4.96%) Embedded Systems
6 27 (4.79%) Management Information System
7 25 (4.43%) Hedge funds
8 23 (4.08%) Product Ownership
9 22 (3.90%) Greenfield Project
10 21 (3.72%) PCIe
10 21 (3.72%) VHDL
11 19 (3.37%) Derivative
11 19 (3.37%) Fixed Income
12 16 (2.84%) Video\Live Streaming
13 14 (2.48%) Robotics
14 12 (2.13%) NVMe
15 10 (1.77%) Onboarding
15 10 (1.77%) Public Cloud
16 9 (1.60%) Over-the-Top Content
17 8 (1.42%) Cloud Native
Operating Systems
1 66 (11.70%) Linux
2 8 (1.42%) Windows
3 7 (1.24%) Robot Operating System
4 5 (0.89%) Embedded Linux
4 5 (0.89%) Windows Server 2008
4 5 (0.89%) Windows Server 2012
4 5 (0.89%) Windows Server 2016
4 5 (0.89%) Windows Server 2019
5 4 (0.71%) Windows Server
6 3 (0.53%) Android
6 3 (0.53%) Apple iOS
7 2 (0.35%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 230 (40.78%) Software Engineering
2 182 (32.27%) Machine Learning
3 179 (31.74%) AI
4 154 (27.30%) Computer Science
5 111 (19.68%) Data Science
6 104 (18.44%) Analytics
6 104 (18.44%) OOP
7 95 (16.84%) Agile
7 95 (16.84%) Visualisation
8 94 (16.67%) OO
9 79 (14.01%) Workflow
10 77 (13.65%) Problem-Solving
11 70 (12.41%) LLM
12 62 (10.99%) Continuous Improvement
13 61 (10.82%) Signal Processing
14 59 (10.46%) Decision-Making
15 58 (10.28%) CI/CD
16 56 (9.93%) Mathematics
16 56 (9.93%) Retrieval-Augmented Generation
17 55 (9.75%) Data Privacy
Programming Languages
1 358 (63.48%) Python
2 155 (27.48%) C++
3 52 (9.22%) C
4 49 (8.69%) SQL
5 46 (8.16%) C#
6 23 (4.08%) MATLAB
7 22 (3.90%) Rust
8 21 (3.72%) Java
9 19 (3.37%) TypeScript
10 16 (2.84%) Go
11 15 (2.66%) JavaScript
12 14 (2.48%) Assembly Language
13 13 (2.30%) R
14 10 (1.77%) Embedded C
14 10 (1.77%) Embedded C++
15 4 (0.71%) Julia
15 4 (0.71%) Scala
16 3 (0.53%) VBA
17 2 (0.35%) Bash
18 1 (0.18%) Shell Script
Qualifications
1 125 (22.16%) Degree
2 63 (11.17%) AWS Certification
3 54 (9.57%) AWS Certified Cloud Practitioner
4 47 (8.33%) Security Cleared
5 44 (7.80%) Computer Science Degree
6 37 (6.56%) Master's Degree
7 22 (3.90%) SC Cleared
8 20 (3.55%) PhD
9 19 (3.37%) DV Cleared
10 16 (2.84%) BPSS Clearance
11 5 (0.89%) Numerate Degree
12 4 (0.71%) MBA
13 3 (0.53%) DBS Check
14 2 (0.35%) Postgraduate
15 1 (0.18%) HND
15 1 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 47 (8.33%) QA
2 25 (4.43%) Accessibility
3 16 (2.84%) ISO/IEC 15288
4 14 (2.48%) Data Quality
5 6 (1.06%) GDPR
6 5 (0.89%) Actionable Recommendations
7 4 (0.71%) ISO/IEC 12207
8 2 (0.35%) Automotive SPICE
8 2 (0.35%) ISO 26262
8 2 (0.35%) MISRA
8 2 (0.35%) MISRA C
9 1 (0.18%) AUTOSAR
9 1 (0.18%) EMIR
9 1 (0.18%) MiFID
System Software
1 36 (6.38%) Docker
1 36 (6.38%) Firmware
2 14 (2.48%) Embedded Firmware
3 5 (0.89%) Active Directory
3 5 (0.89%) Hyper-V
3 5 (0.89%) VMware ESXi
3 5 (0.89%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 19 (3.37%) Kubernetes
2 11 (1.95%) Terraform
3 8 (1.42%) Kubeflow
4 5 (0.89%) SCCM
4 5 (0.89%) SCOM
4 5 (0.89%) Tivoli Identity Manager
Vendors
1 63 (11.17%) Microsoft
2 53 (9.40%) Google
3 17 (3.01%) IBM
4 16 (2.84%) Altera
5 13 (2.30%) Databricks
5 13 (2.30%) Xilinx
6 9 (1.60%) Screaming Frog
7 6 (1.06%) Botify
8 5 (0.89%) Dell
8 5 (0.89%) HP
8 5 (0.89%) McAfee
8 5 (0.89%) VMware
9 4 (0.71%) BT
9 4 (0.71%) OpenAI
9 4 (0.71%) TikTok
10 3 (0.53%) Ahrefs
10 3 (0.53%) Rockwell
11 2 (0.35%) Foundry
11 2 (0.35%) YouTube
12 1 (0.18%) Facebook