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 10 August 2026, comparing them to the same period in the previous two years.

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 316 216 131
Rank change year-on-year -100 -85 +154
Permanent jobs citing Algorithms 630 770 1,608
As % of all permanent jobs in the UK 0.60% 1.54% 1.94%
As % of the Miscellaneous category 2.28% 3.72% 5.85%
Number of salaries quoted 399 288 453
10th Percentile £33,750 £37,424 £39,050
25th Percentile £44,750 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £67,750 £63,000
Median % change year-on-year -4.06% +7.54% -10.00%
75th Percentile £81,250 £100,000 £80,000
90th Percentile £100,000 £125,000 £100,000
UK excluding London median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -4.17% -

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 27,677 20,690 27,499
As % of all permanent jobs advertised in the UK 26.14% 41.44% 33.12%
Number of salaries quoted 17,397 10,400 16,305
10th Percentile £31,000 £28,980 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -11.20%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £105,000 £102,500
UK excluding London median annual salary £52,130 £47,500 £50,000
% change year-on-year +9.75% -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 10 August 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 10 August 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 -88 569 £65,000 -7.14% 672
UK excluding London -101 385 £60,000 +4.35% 339
London -92 211 £90,000 -18.18% 369
Work from Home -81 160 £58,000 -17.85% 227
South East -42 130 £68,750 +10.89% 95
East of England -10 88 £65,000 +18.18% 83
North of England -19 67 £37,500 -42.31% 50
South West -88 47 £55,000 +19.89% 46
Yorkshire -22 28 £37,500 +7.14% 11
Midlands -30 28 £37,500 -37.50% 35
North West -13 24 £50,000 -18.37% 24
West Midlands -20 22 £37,500 -37.50% 21
Scotland -45 21 £39,500 -40.15% 27
North East -45 15 £52,000 -54.78% 16
East Midlands -27 5 £47,500 +75.93% 14
Wales -63 2 £39,500 -36.29% 3
Northern Ireland - 2 £39,500 - 10

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 41 (6.51%) Jupyter
2 18 (2.86%) ArcGIS
3 12 (1.90%) Apache Spark
4 11 (1.75%) CMS
5 9 (1.43%) Apache Airflow
6 6 (0.95%) SAS
7 3 (0.48%) Apache
8 2 (0.32%) Apache Pulsar
8 2 (0.32%) Confluence
9 1 (0.16%) R Markdown
9 1 (0.16%) SharePoint
Applications
1 40 (6.35%) Chatbot
2 11 (1.75%) Simulink
3 3 (0.48%) Blender
3 3 (0.48%) CATIA
3 3 (0.48%) Maya
3 3 (0.48%) Microsoft Excel
4 2 (0.32%) Microsoft Office
4 2 (0.32%) OrCAD
5 1 (0.16%) Microsoft PowerPoint
Business Applications
1 11 (1.75%) Towers Watson Igloo
Cloud Services
1 143 (22.70%) AWS
2 77 (12.22%) Azure
3 42 (6.67%) Cloud Computing
4 34 (5.40%) GCP
5 19 (3.02%) GitHub
6 17 (2.70%) Google Analytics
7 15 (2.38%) SaaS
8 13 (2.06%) Google Ads
9 10 (1.59%) Amazon ECS
9 10 (1.59%) Power Platform
10 8 (1.27%) Amazon EKS
11 7 (1.11%) Snowflake
12 6 (0.95%) Slack
13 5 (0.79%) Prefect
13 5 (0.79%) Virtual Private Cloud
14 4 (0.63%) Amazon SageMaker
14 4 (0.63%) Vertex AI
15 3 (0.48%) AWS Lambda
15 3 (0.48%) Azure Data Factory
15 3 (0.48%) Datadog
Communications & Networking
1 20 (3.17%) Broadband
2 14 (2.22%) Multicast
3 8 (1.27%) LTE
4 7 (1.11%) 3GPP
4 7 (1.11%) 5G
4 7 (1.11%) GSM
4 7 (1.11%) Radio Access Network
4 7 (1.11%) RANAP
4 7 (1.11%) SS7
4 7 (1.11%) UMTS
4 7 (1.11%) Wireshark
5 6 (0.95%) Software-Defined Radio
6 4 (0.63%) Internet
6 4 (0.63%) Wireless
7 3 (0.48%) Wi-Fi
8 2 (0.32%) Ethernet
8 2 (0.32%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) RS-422
9 1 (0.16%) X.509
Database & Business Intelligence
1 25 (3.97%) GIS
2 24 (3.81%) Metadata
3 21 (3.33%) PostgreSQL
4 19 (3.02%) QGIS
4 19 (3.02%) Spatial Data
5 14 (2.22%) BigQuery
6 13 (2.06%) Big Data
6 13 (2.06%) Elasticsearch
7 11 (1.75%) MongoDB
8 8 (1.27%) Power BI
9 7 (1.11%) Amazon RDS
10 6 (0.95%) NoSQL
11 5 (0.79%) Amazon Athena
11 5 (0.79%) Relational Database
12 4 (0.63%) DynamoDB
12 4 (0.63%) Hadoop
12 4 (0.63%) MySQL
12 4 (0.63%) Redis
12 4 (0.63%) Tableau
13 3 (0.48%) Data Mining
Development Applications
1 73 (11.59%) Git
2 59 (9.37%) Visual Studio Code
3 21 (3.33%) Rational DOORS
4 18 (2.86%) GitLab
4 18 (2.86%) JIRA
5 14 (2.22%) Jenkins
6 7 (1.11%) GCC
6 7 (1.11%) GDB
7 4 (0.63%) CMake
8 3 (0.48%) PetaLinux
8 3 (0.48%) Visual Studio
9 2 (0.32%) MLflow
9 2 (0.32%) Plastic SCM
9 2 (0.32%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 166 (26.35%) Finance
2 83 (13.17%) Social Skills
3 77 (12.22%) Analytical Skills
4 66 (10.48%) Retail
5 55 (8.73%) Marketing
6 54 (8.57%) Inclusion and Diversity
7 44 (6.98%) Manufacturing
8 31 (4.92%) Banking
9 26 (4.13%) Electronics
10 24 (3.81%) Aerospace
11 23 (3.65%) Games
12 22 (3.49%) Law
13 21 (3.33%) Advertising
14 19 (3.02%) Front Office
15 16 (2.54%) Legal
16 12 (1.90%) Automotive
17 11 (1.75%) Financial Institution
17 11 (1.75%) Telecoms
18 7 (1.11%) Presentation Skills
19 6 (0.95%) Publishing
Job Titles
1 157 (24.92%) Software Engineer
2 136 (21.59%) Senior
3 110 (17.46%) Developer
4 51 (8.10%) Lead
5 49 (7.78%) Senior Software Engineer
6 48 (7.62%) Python Developer
7 42 (6.67%) Senior Developer
8 39 (6.19%) C++ Software Engineer
8 39 (6.19%) Embedded Engineer
9 36 (5.71%) Artificial Intelligence Programmer
9 36 (5.71%) Programmer
10 35 (5.56%) Data Scientist
10 35 (5.56%) Trainee
10 35 (5.56%) Trainee Programmer
11 28 (4.44%) Python Engineer
12 24 (3.81%) Consultant
13 22 (3.49%) FPGA Engineer
14 21 (3.33%) Python Software Engineer
15 20 (3.17%) Artificial Intelligence Consultant
15 20 (3.17%) Systems Engineer
Libraries, Frameworks & Software Standards
1 62 (9.84%) NumPy
1 62 (9.84%) Pandas
2 51 (8.10%) PyTorch
3 44 (6.98%) Hugging Face
3 44 (6.98%) Streamlit
4 43 (6.83%) scikit-learn
5 39 (6.19%) Matplotlib
6 35 (5.56%) Boost C++ Libraries
7 26 (4.13%) React
8 23 (3.65%) HTML
8 23 (3.65%) TensorFlow
9 19 (3.02%) .NET
9 19 (3.02%) CSS
10 17 (2.70%) FIX Protocol
11 16 (2.54%) Django
12 15 (2.38%) REST
13 14 (2.22%) pytest
14 13 (2.06%) Kafka
15 10 (1.59%) Yocto
16 9 (1.43%) Node.js
Miscellaneous
1 89 (14.13%) Data Structures
2 46 (7.30%) Distributed Systems
3 37 (5.87%) Embedded Systems
4 36 (5.71%) Equities
5 30 (4.76%) FPGA
6 23 (3.65%) VHDL
7 21 (3.33%) Management Information System
7 21 (3.33%) Product Ownership
8 20 (3.17%) Hedge funds
9 18 (2.86%) PCIe
9 18 (2.86%) Robotics
10 15 (2.38%) Derivative
10 15 (2.38%) Fixed Income
11 14 (2.22%) Greenfield Project
11 14 (2.22%) Video\Live Streaming
12 12 (1.90%) Driving Licence
13 11 (1.75%) NVMe
14 10 (1.59%) Cloud Native
14 10 (1.59%) Public Cloud
14 10 (1.59%) Renewable Energy
Operating Systems
1 68 (10.79%) Linux
2 13 (2.06%) Windows
3 10 (1.59%) Embedded Linux
4 5 (0.79%) Windows Server 2008
4 5 (0.79%) Windows Server 2012
4 5 (0.79%) Windows Server 2016
4 5 (0.79%) Windows Server 2019
5 4 (0.63%) Robot Operating System
5 4 (0.63%) Unix
5 4 (0.63%) Windows Server
6 1 (0.16%) Android
6 1 (0.16%) Apple iOS
Processes & Methodologies
1 252 (40.00%) Software Engineering
2 210 (33.33%) AI
3 183 (29.05%) Machine Learning
4 154 (24.44%) Computer Science
5 121 (19.21%) Data Science
6 106 (16.83%) Agile
7 104 (16.51%) Problem-Solving
8 103 (16.35%) Analytics
9 83 (13.17%) OOP
10 80 (12.70%) OO
11 76 (12.06%) Visualisation
12 72 (11.43%) CI/CD
13 70 (11.11%) Validation
14 69 (10.95%) Mathematics
15 64 (10.16%) Continuous Improvement
15 64 (10.16%) Workflow
16 62 (9.84%) Signal Processing
16 62 (9.84%) Test Automation
17 56 (8.89%) Data Analysis
17 56 (8.89%) Mentoring
Programming Languages
1 366 (58.10%) Python
2 157 (24.92%) C++
3 60 (9.52%) C
4 50 (7.94%) C#
5 44 (6.98%) SQL
6 34 (5.40%) Java
7 26 (4.13%) TypeScript
8 23 (3.65%) MATLAB
8 23 (3.65%) Rust
9 22 (3.49%) JavaScript
10 17 (2.70%) Embedded C++
10 17 (2.70%) Go
11 14 (2.22%) Embedded C
12 13 (2.06%) Assembly Language
13 11 (1.75%) R
14 4 (0.63%) Bash
14 4 (0.63%) Julia
14 4 (0.63%) VBA
15 3 (0.48%) Fortran
15 3 (0.48%) Shell Script
Qualifications
1 154 (24.44%) Degree
2 68 (10.79%) Security Cleared
3 50 (7.94%) AWS Certification
3 50 (7.94%) Computer Science Degree
4 38 (6.03%) AWS Certified Cloud Practitioner
5 36 (5.71%) SC Cleared
6 34 (5.40%) Master's Degree
7 29 (4.60%) DV Cleared
8 26 (4.13%) PhD
9 20 (3.17%) BPSS Clearance
10 7 (1.11%) Numerate Degree
11 3 (0.48%) AWS Certified Solutions Architect
12 2 (0.32%) DBS Check
12 2 (0.32%) Microsoft Certification
13 1 (0.16%) HND
13 1 (0.16%) ITIL Certification
13 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 50 (7.94%) QA
2 32 (5.08%) Accessibility
3 12 (1.90%) GDPR
4 10 (1.59%) Data Quality
4 10 (1.59%) ISO/IEC 15288
5 6 (0.95%) Automotive SPICE
5 6 (0.95%) ISO 26262
5 6 (0.95%) MISRA
5 6 (0.95%) MISRA C
6 4 (0.63%) Actionable Recommendations
6 4 (0.63%) ISO/IEC 12207
7 1 (0.16%) AUTOSAR
7 1 (0.16%) EMIR
7 1 (0.16%) ISO 9001
7 1 (0.16%) MiFID
System Software
1 54 (8.57%) Docker
2 44 (6.98%) Firmware
3 23 (3.65%) Embedded Firmware
4 5 (0.79%) Active Directory
4 5 (0.79%) Hyper-V
4 5 (0.79%) VMware ESXi
4 5 (0.79%) VMware Infrastructure
5 2 (0.32%) Slurm Workload Manager
6 1 (0.16%) IAG
Systems Management
1 34 (5.40%) Kubernetes
2 17 (2.70%) Terraform
3 6 (0.95%) Kubeflow
4 5 (0.79%) Ansible
4 5 (0.79%) SCCM
4 5 (0.79%) SCOM
4 5 (0.79%) Tivoli Identity Manager
5 3 (0.48%) Argo
5 3 (0.48%) Grafana
5 3 (0.48%) Prometheus
6 1 (0.16%) Functional Safety
Vendors
1 54 (8.57%) Google
2 52 (8.25%) Microsoft
3 12 (1.90%) IBM
3 12 (1.90%) Screaming Frog
3 12 (1.90%) Xilinx
4 11 (1.75%) Altera
5 9 (1.43%) Databricks
6 6 (0.95%) Ahrefs
6 6 (0.95%) Botify
7 5 (0.79%) Dell
7 5 (0.79%) HP
7 5 (0.79%) McAfee
7 5 (0.79%) OpenAI
7 5 (0.79%) TikTok
7 5 (0.79%) VMware
8 3 (0.48%) Dynatrace
8 3 (0.48%) Foundry
8 3 (0.48%) Rockwell
8 3 (0.48%) Sitebulb
8 3 (0.48%) Splunk