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

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 316 212 133
Rank change year-on-year -104 -79 +115
Permanent jobs citing Algorithms 629 781 1,619
As % of all permanent jobs in the UK 0.61% 1.57% 1.95%
As % of the Miscellaneous category 2.33% 3.79% 5.82%
Number of salaries quoted 404 305 466
10th Percentile £33,750 £37,454 £39,125
25th Percentile £41,063 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £62,500
Median % change year-on-year -7.14% +12.00% -10.71%
75th Percentile £81,250 £100,000 £80,000
90th Percentile £100,000 £125,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £60,000

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 26,974 20,617 27,797
As % of all permanent jobs advertised in the UK 26.02% 41.45% 33.39%
Number of salaries quoted 17,062 10,381 16,611
10th Percentile £31,250 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £57,500 £55,500 £57,500
Median % change year-on-year +3.60% -3.48% -9.45%
75th Percentile £80,000 £78,750 £78,750
90th Percentile £100,000 £106,250 £102,500
UK excluding London median annual salary £52,500 £48,000 £50,000
% change year-on-year +9.38% -4.00% -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 3 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 3 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 -73 570 £65,000 -7.93% 482
UK excluding London -100 382 £60,000 - 243
London -81 214 £92,500 -15.91% 263
Work from Home -84 154 £59,000 -15.71% 182
South East -37 129 £70,000 +12.90% 76
East of England -9 84 £65,000 +18.18% 60
North of England -13 71 £37,500 -47.91% 42
South West -96 46 £55,000 +19.89% 31
Yorkshire -17 31 £37,500 -21.05% 9
Midlands -26 29 £37,500 -37.50% 25
North West -8 24 £37,500 -56.01% 20
West Midlands -25 23 £37,500 -37.50% 9
Scotland -51 19 £39,500 -31.30% 9
North East -41 16 £52,000 -54.78% 15
East Midlands -25 5 £47,500 +75.93% 16
Wales -70 2 £39,500 -39.23% 1
Northern Ireland - 2 £39,500 - 9

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 50 (7.95%) Jupyter
2 20 (3.18%) ArcGIS
3 10 (1.59%) Apache Spark
3 10 (1.59%) CMS
4 7 (1.11%) Apache Airflow
5 6 (0.95%) SAS
6 3 (0.48%) Apache
7 2 (0.32%) Apache Pulsar
7 2 (0.32%) Confluence
8 1 (0.16%) R Markdown
8 1 (0.16%) SharePoint
Applications
1 49 (7.79%) 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 10 (1.59%) Towers Watson Igloo
Cloud Services
1 150 (23.85%) AWS
2 78 (12.40%) Azure
3 51 (8.11%) Cloud Computing
4 34 (5.41%) GCP
5 19 (3.02%) Google Analytics
6 18 (2.86%) GitHub
7 15 (2.38%) SaaS
8 13 (2.07%) Google Ads
9 9 (1.43%) Amazon ECS
9 9 (1.43%) Power Platform
10 8 (1.27%) Amazon EKS
11 6 (0.95%) Slack
12 5 (0.79%) Prefect
12 5 (0.79%) Snowflake
12 5 (0.79%) Virtual Private Cloud
13 4 (0.64%) Vertex AI
14 3 (0.48%) Amazon SageMaker
14 3 (0.48%) AWS Lambda
14 3 (0.48%) Azure Data Factory
14 3 (0.48%) Serverless
Communications & Networking
1 20 (3.18%) Broadband
2 14 (2.23%) Multicast
3 7 (1.11%) 3GPP
3 7 (1.11%) GSM
3 7 (1.11%) LTE
3 7 (1.11%) Radio Access Network
3 7 (1.11%) RANAP
3 7 (1.11%) SS7
3 7 (1.11%) UMTS
3 7 (1.11%) Wireshark
4 6 (0.95%) 5G
5 5 (0.79%) Software-Defined Radio
6 4 (0.64%) Internet
7 3 (0.48%) Wi-Fi
7 3 (0.48%) Wireless
8 2 (0.32%) Ethernet
8 2 (0.32%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) MQTT
9 1 (0.16%) X.509
Database & Business Intelligence
1 27 (4.29%) GIS
2 25 (3.97%) Metadata
3 21 (3.34%) PostgreSQL
3 21 (3.34%) QGIS
3 21 (3.34%) Spatial Data
4 16 (2.54%) BigQuery
5 15 (2.38%) Elasticsearch
6 12 (1.91%) Big Data
7 11 (1.75%) MongoDB
8 7 (1.11%) Amazon RDS
8 7 (1.11%) Power BI
9 5 (0.79%) Amazon Athena
9 5 (0.79%) NoSQL
10 4 (0.64%) DynamoDB
10 4 (0.64%) MySQL
10 4 (0.64%) Redis
10 4 (0.64%) Relational Database
10 4 (0.64%) Tableau
11 3 (0.48%) Data Mining
11 3 (0.48%) Hadoop
Development Applications
1 72 (11.45%) Git
2 68 (10.81%) Visual Studio Code
3 20 (3.18%) Rational DOORS
4 18 (2.86%) JIRA
5 17 (2.70%) GitLab
6 13 (2.07%) Jenkins
7 7 (1.11%) GCC
7 7 (1.11%) GDB
8 4 (0.64%) CMake
9 3 (0.48%) PetaLinux
9 3 (0.48%) Visual Studio
10 2 (0.32%) MLflow
10 2 (0.32%) Plastic SCM
10 2 (0.32%) TeamCity
11 1 (0.16%) Bitbucket
11 1 (0.16%) Rational Rhapsody
11 1 (0.16%) Valgrind
General
1 173 (27.50%) Finance
2 82 (13.04%) Social Skills
3 77 (12.24%) Analytical Skills
4 74 (11.76%) Retail
5 53 (8.43%) Manufacturing
6 51 (8.11%) Marketing
7 48 (7.63%) Inclusion and Diversity
8 31 (4.93%) Banking
9 27 (4.29%) Electronics
10 22 (3.50%) Aerospace
10 22 (3.50%) Games
11 20 (3.18%) Advertising
12 19 (3.02%) Front Office
12 19 (3.02%) Law
13 16 (2.54%) Legal
14 14 (2.23%) Automotive
15 11 (1.75%) Telecoms
16 9 (1.43%) Financial Institution
17 7 (1.11%) Presentation Skills
18 6 (0.95%) Investment Banking
Job Titles
1 156 (24.80%) Software Engineer
2 133 (21.14%) Senior
3 110 (17.49%) Developer
4 50 (7.95%) Lead
5 48 (7.63%) Python Developer
5 48 (7.63%) Senior Software Engineer
6 45 (7.15%) Artificial Intelligence Programmer
6 45 (7.15%) Programmer
7 44 (7.00%) Trainee
7 44 (7.00%) Trainee Programmer
8 42 (6.68%) C++ Software Engineer
8 42 (6.68%) Senior Developer
9 39 (6.20%) Embedded Engineer
10 34 (5.41%) Data Scientist
11 27 (4.29%) Python Engineer
12 25 (3.97%) Consultant
13 22 (3.50%) Artificial Intelligence Consultant
14 21 (3.34%) Python Software Engineer
15 20 (3.18%) FPGA Engineer
15 20 (3.18%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 70 (11.13%) NumPy
1 70 (11.13%) Pandas
2 53 (8.43%) Hugging Face
2 53 (8.43%) Streamlit
3 51 (8.11%) PyTorch
3 51 (8.11%) scikit-learn
4 48 (7.63%) Matplotlib
5 35 (5.56%) Boost C++ Libraries
6 24 (3.82%) React
7 23 (3.66%) HTML
8 21 (3.34%) TensorFlow
9 19 (3.02%) CSS
10 18 (2.86%) .NET
10 18 (2.86%) Django
11 17 (2.70%) FIX Protocol
12 15 (2.38%) REST
13 14 (2.23%) pytest
14 11 (1.75%) Kafka
15 10 (1.59%) Yocto
16 9 (1.43%) Flask
Miscellaneous
1 91 (14.47%) Data Structures
2 50 (7.95%) Distributed Systems
3 37 (5.88%) Embedded Systems
4 36 (5.72%) Equities
5 28 (4.45%) FPGA
6 21 (3.34%) Management Information System
6 21 (3.34%) Product Ownership
7 20 (3.18%) Hedge funds
7 20 (3.18%) VHDL
8 18 (2.86%) Robotics
9 17 (2.70%) PCIe
10 16 (2.54%) Greenfield Project
11 15 (2.38%) Derivative
11 15 (2.38%) Fixed Income
12 14 (2.23%) Video\Live Streaming
13 12 (1.91%) Driving Licence
14 10 (1.59%) NVMe
14 10 (1.59%) Public Cloud
14 10 (1.59%) Renewable Energy
15 9 (1.43%) Cloud Native
Operating Systems
1 68 (10.81%) Linux
2 12 (1.91%) 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 (0.64%) Robot Operating System
5 4 (0.64%) Unix
5 4 (0.64%) Windows Server
6 1 (0.16%) Android
6 1 (0.16%) Apple iOS
Processes & Methodologies
1 252 (40.06%) Software Engineering
2 213 (33.86%) AI
3 186 (29.57%) Machine Learning
4 157 (24.96%) Computer Science
5 120 (19.08%) Data Science
6 103 (16.38%) Analytics
7 102 (16.22%) Agile
8 101 (16.06%) Problem-Solving
9 92 (14.63%) OOP
10 88 (13.99%) OO
11 83 (13.20%) Visualisation
12 72 (11.45%) Workflow
13 70 (11.13%) Validation
14 68 (10.81%) CI/CD
15 67 (10.65%) Continuous Improvement
16 65 (10.33%) Mathematics
17 63 (10.02%) LLM
18 61 (9.70%) Signal Processing
19 59 (9.38%) Data Analysis
19 59 (9.38%) Test Automation
Programming Languages
1 372 (59.14%) Python
2 157 (24.96%) C++
3 58 (9.22%) C
4 49 (7.79%) C#
5 42 (6.68%) SQL
6 30 (4.77%) Java
7 26 (4.13%) Rust
8 25 (3.97%) TypeScript
9 23 (3.66%) MATLAB
10 20 (3.18%) JavaScript
11 16 (2.54%) Embedded C++
12 15 (2.38%) Go
13 13 (2.07%) Embedded C
14 12 (1.91%) Assembly Language
15 10 (1.59%) R
16 4 (0.64%) Bash
16 4 (0.64%) Julia
16 4 (0.64%) VBA
17 3 (0.48%) Fortran
17 3 (0.48%) Shell Script
Qualifications
1 153 (24.32%) Degree
2 61 (9.70%) Security Cleared
3 58 (9.22%) AWS Certification
4 52 (8.27%) Computer Science Degree
5 47 (7.47%) AWS Certified Cloud Practitioner
6 34 (5.41%) Master's Degree
7 33 (5.25%) SC Cleared
8 25 (3.97%) DV Cleared
9 24 (3.82%) PhD
10 18 (2.86%) BPSS Clearance
11 7 (1.11%) Numerate Degree
12 2 (0.32%) 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 52 (8.27%) QA
2 32 (5.09%) Accessibility
3 12 (1.91%) GDPR
4 10 (1.59%) ISO/IEC 15288
5 8 (1.27%) Data Quality
6 6 (0.95%) Automotive SPICE
6 6 (0.95%) ISO 26262
6 6 (0.95%) MISRA
6 6 (0.95%) MISRA C
7 4 (0.64%) ISO/IEC 12207
8 3 (0.48%) Actionable Recommendations
9 1 (0.16%) AUTOSAR
9 1 (0.16%) EMIR
9 1 (0.16%) ISO 9001
9 1 (0.16%) MiFID
System Software
1 52 (8.27%) Docker
2 43 (6.84%) Firmware
3 22 (3.50%) 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 31 (4.93%) Kubernetes
2 15 (2.38%) Terraform
3 6 (0.95%) Kubeflow
4 5 (0.79%) SCCM
4 5 (0.79%) SCOM
4 5 (0.79%) Tivoli Identity Manager
5 3 (0.48%) Ansible
6 2 (0.32%) Argo
6 2 (0.32%) Grafana
6 2 (0.32%) Prometheus
7 1 (0.16%) Functional Safety
Vendors
1 61 (9.70%) Microsoft
2 56 (8.90%) Google
3 12 (1.91%) IBM
4 11 (1.75%) Altera
4 11 (1.75%) Screaming Frog
4 11 (1.75%) Xilinx
5 8 (1.27%) Databricks
6 6 (0.95%) Botify
6 6 (0.95%) OpenAI
7 5 (0.79%) Ahrefs
7 5 (0.79%) Dell
7 5 (0.79%) HP
7 5 (0.79%) McAfee
7 5 (0.79%) TikTok
7 5 (0.79%) VMware
8 3 (0.48%) Foundry
8 3 (0.48%) Rockwell
9 2 (0.32%) MicroStrategy
9 2 (0.32%) Sitebulb
9 2 (0.32%) Splunk