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

6 months to
5 Aug 2026
Same period 2025 Same period 2024
Rank 324 207 131
Rank change year-on-year -117 -76 +135
Permanent jobs citing Algorithms 624 775 1,628
As % of all permanent jobs in the UK 0.60% 1.56% 1.94%
As % of the Miscellaneous category 2.30% 3.77% 5.82%
Number of salaries quoted 393 300 466
10th Percentile £33,750 £37,424 £39,125
25th Percentile £42,593 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £69,000 £62,500
Median % change year-on-year -5.80% +10.40% -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 27,160 20,553 27,987
As % of all permanent jobs advertised in the UK 26.03% 41.43% 33.39%
Number of salaries quoted 17,155 10,324 16,624
10th Percentile £31,250 £29,000 £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% -10.16%
75th Percentile £80,000 £78,750 £78,750
90th Percentile £100,000 £105,000 £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 5 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 5 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 -91 564 £65,000 -7.14% 645
UK excluding London -101 380 £60,000 - 315
London -84 210 £91,000 -17.27% 359
Work from Home -82 155 £59,000 -15.71% 232
South East -43 129 £70,000 +12.90% 95
East of England -8 86 £65,000 +18.18% 74
North of England -14 67 £37,500 -47.91% 49
South West -85 46 £55,000 +19.89% 48
Yorkshire -16 28 £37,500 -21.05% 10
Midlands -32 28 £37,500 -37.50% 29
North West -6 23 £50,000 -32.89% 25
West Midlands -26 22 £37,500 -37.50% 12
Scotland -45 20 £39,500 -31.30% 15
North East -40 16 £52,000 -54.78% 15
East Midlands -28 5 £47,500 +75.93% 17
Wales -62 2 £39,500 -36.29% 4
Northern Ireland - 2 £39,500 - 12

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 42 (6.73%) Jupyter
2 20 (3.21%) ArcGIS
3 12 (1.92%) Apache Spark
4 10 (1.60%) CMS
5 8 (1.28%) Apache Airflow
6 6 (0.96%) 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 41 (6.57%) Chatbot
2 12 (1.92%) 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 (1.60%) Towers Watson Igloo
Cloud Services
1 145 (23.24%) AWS
2 78 (12.50%) Azure
3 43 (6.89%) Cloud Computing
4 34 (5.45%) GCP
5 19 (3.04%) GitHub
6 18 (2.88%) Google Analytics
7 15 (2.40%) SaaS
8 13 (2.08%) Google Ads
9 10 (1.60%) Amazon ECS
9 10 (1.60%) Power Platform
10 8 (1.28%) Amazon EKS
11 6 (0.96%) Slack
11 6 (0.96%) Snowflake
12 5 (0.80%) Prefect
12 5 (0.80%) Virtual Private Cloud
13 4 (0.64%) Vertex AI
14 3 (0.48%) AWS Lambda
14 3 (0.48%) Datadog
14 3 (0.48%) dbt
14 3 (0.48%) GitHub Actions
Communications & Networking
1 20 (3.21%) Broadband
2 14 (2.24%) Multicast
3 7 (1.12%) 3GPP
3 7 (1.12%) GSM
3 7 (1.12%) LTE
3 7 (1.12%) Radio Access Network
3 7 (1.12%) RANAP
3 7 (1.12%) SS7
3 7 (1.12%) UMTS
3 7 (1.12%) Wireshark
4 6 (0.96%) 5G
5 5 (0.80%) 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%) FIX Connectivity
9 1 (0.16%) MQTT
9 1 (0.16%) RS-422
Database & Business Intelligence
1 27 (4.33%) GIS
2 24 (3.85%) Metadata
3 21 (3.37%) PostgreSQL
3 21 (3.37%) QGIS
3 21 (3.37%) Spatial Data
4 14 (2.24%) BigQuery
5 13 (2.08%) Big Data
5 13 (2.08%) Elasticsearch
6 11 (1.76%) MongoDB
7 8 (1.28%) Power BI
8 7 (1.12%) Amazon RDS
9 6 (0.96%) NoSQL
10 5 (0.80%) Amazon Athena
11 4 (0.64%) DynamoDB
11 4 (0.64%) Hadoop
11 4 (0.64%) MySQL
11 4 (0.64%) Redis
11 4 (0.64%) Relational Database
11 4 (0.64%) Tableau
12 3 (0.48%) Data Mining
Development Applications
1 72 (11.54%) Git
2 60 (9.62%) Visual Studio Code
3 20 (3.21%) Rational DOORS
4 18 (2.88%) GitLab
4 18 (2.88%) JIRA
5 14 (2.24%) Jenkins
6 7 (1.12%) GCC
6 7 (1.12%) GDB
7 4 (0.64%) 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
1 167 (26.76%) Finance
2 82 (13.14%) Social Skills
3 76 (12.18%) Analytical Skills
4 66 (10.58%) Retail
5 54 (8.65%) Marketing
6 52 (8.33%) Inclusion and Diversity
7 45 (7.21%) Manufacturing
8 31 (4.97%) Banking
9 27 (4.33%) Electronics
10 23 (3.69%) Aerospace
11 22 (3.53%) Games
12 21 (3.37%) Law
13 20 (3.21%) Advertising
14 19 (3.04%) Front Office
15 16 (2.56%) Legal
16 13 (2.08%) Automotive
17 10 (1.60%) Financial Institution
17 10 (1.60%) Telecoms
18 7 (1.12%) Presentation Skills
19 6 (0.96%) Investment Banking
Job Titles
1 155 (24.84%) Software Engineer
2 133 (21.31%) Senior
3 110 (17.63%) Developer
4 50 (8.01%) Lead
5 48 (7.69%) Python Developer
6 47 (7.53%) Senior Software Engineer
7 42 (6.73%) Senior Developer
8 40 (6.41%) C++ Software Engineer
9 39 (6.25%) Embedded Engineer
10 37 (5.93%) Artificial Intelligence Programmer
10 37 (5.93%) Programmer
11 36 (5.77%) Trainee
11 36 (5.77%) Trainee Programmer
12 35 (5.61%) Data Scientist
13 28 (4.49%) Python Engineer
14 26 (4.17%) Consultant
15 22 (3.53%) Artificial Intelligence Consultant
16 21 (3.37%) FPGA Engineer
16 21 (3.37%) Python Software Engineer
17 20 (3.21%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 63 (10.10%) NumPy
1 63 (10.10%) Pandas
2 52 (8.33%) PyTorch
3 45 (7.21%) Hugging Face
3 45 (7.21%) Streamlit
4 44 (7.05%) scikit-learn
5 40 (6.41%) Matplotlib
6 35 (5.61%) Boost C++ Libraries
7 25 (4.01%) React
8 23 (3.69%) HTML
9 22 (3.53%) TensorFlow
10 19 (3.04%) .NET
10 19 (3.04%) CSS
11 17 (2.72%) FIX Protocol
12 16 (2.56%) Django
13 15 (2.40%) REST
14 14 (2.24%) pytest
15 12 (1.92%) Kafka
16 10 (1.60%) Yocto
17 9 (1.44%) Node.js
Miscellaneous
1 89 (14.26%) Data Structures
2 47 (7.53%) Distributed Systems
3 37 (5.93%) Embedded Systems
4 36 (5.77%) Equities
5 29 (4.65%) FPGA
6 21 (3.37%) Management Information System
6 21 (3.37%) Product Ownership
6 21 (3.37%) VHDL
7 20 (3.21%) Hedge funds
8 18 (2.88%) PCIe
8 18 (2.88%) Robotics
9 15 (2.40%) Derivative
9 15 (2.40%) Fixed Income
10 14 (2.24%) Greenfield Project
10 14 (2.24%) Video\Live Streaming
11 12 (1.92%) Driving Licence
12 10 (1.60%) Cloud Native
12 10 (1.60%) NVMe
12 10 (1.60%) Public Cloud
12 10 (1.60%) Renewable Energy
Operating Systems
1 68 (10.90%) Linux
2 12 (1.92%) Windows
3 10 (1.60%) Embedded Linux
4 5 (0.80%) Windows Server 2008
4 5 (0.80%) Windows Server 2012
4 5 (0.80%) Windows Server 2016
4 5 (0.80%) 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
1 249 (39.90%) Software Engineering
2 209 (33.49%) AI
3 182 (29.17%) Machine Learning
4 153 (24.52%) Computer Science
5 122 (19.55%) Data Science
6 105 (16.83%) Analytics
7 104 (16.67%) Agile
8 103 (16.51%) Problem-Solving
9 84 (13.46%) OOP
10 81 (12.98%) OO
11 77 (12.34%) Visualisation
12 71 (11.38%) CI/CD
13 70 (11.22%) Validation
14 65 (10.42%) Mathematics
14 65 (10.42%) Workflow
15 64 (10.26%) Continuous Improvement
16 61 (9.78%) Signal Processing
16 61 (9.78%) Test Automation
17 58 (9.29%) Data Analysis
18 56 (8.97%) Mentoring
Programming Languages
1 367 (58.81%) Python
2 156 (25.00%) C++
3 59 (9.46%) C
4 50 (8.01%) C#
5 44 (7.05%) SQL
6 32 (5.13%) Java
7 25 (4.01%) TypeScript
8 24 (3.85%) MATLAB
8 24 (3.85%) Rust
9 20 (3.21%) JavaScript
10 17 (2.72%) Embedded C++
11 16 (2.56%) Go
12 14 (2.24%) Embedded C
13 12 (1.92%) Assembly Language
14 11 (1.76%) R
15 4 (0.64%) Bash
15 4 (0.64%) Julia
15 4 (0.64%) VBA
16 3 (0.48%) Fortran
16 3 (0.48%) Shell Script
Qualifications
1 151 (24.20%) Degree
2 64 (10.26%) Security Cleared
3 51 (8.17%) AWS Certification
4 50 (8.01%) Computer Science Degree
5 39 (6.25%) AWS Certified Cloud Practitioner
6 34 (5.45%) SC Cleared
7 33 (5.29%) Master's Degree
8 28 (4.49%) DV Cleared
9 24 (3.85%) PhD
10 19 (3.04%) BPSS Clearance
11 7 (1.12%) Numerate Degree
12 3 (0.48%) AWS Certified Solutions Architect
13 2 (0.32%) DBS Check
13 2 (0.32%) Microsoft Certification
14 1 (0.16%) HND
14 1 (0.16%) ITIL Certification
14 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 52 (8.33%) QA
2 33 (5.29%) Accessibility
3 12 (1.92%) GDPR
4 10 (1.60%) ISO/IEC 15288
5 9 (1.44%) Data Quality
6 6 (0.96%) Automotive SPICE
6 6 (0.96%) ISO 26262
6 6 (0.96%) MISRA
6 6 (0.96%) 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 53 (8.49%) Docker
2 43 (6.89%) Firmware
3 22 (3.53%) Embedded Firmware
4 5 (0.80%) Active Directory
4 5 (0.80%) Hyper-V
4 5 (0.80%) VMware ESXi
4 5 (0.80%) VMware Infrastructure
5 2 (0.32%) Slurm Workload Manager
6 1 (0.16%) IAG
Systems Management
1 34 (5.45%) Kubernetes
2 17 (2.72%) Terraform
3 6 (0.96%) Kubeflow
4 5 (0.80%) Ansible
4 5 (0.80%) SCCM
4 5 (0.80%) SCOM
4 5 (0.80%) 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 53 (8.49%) Google
1 53 (8.49%) Microsoft
2 12 (1.92%) IBM
3 11 (1.76%) Altera
3 11 (1.76%) Screaming Frog
3 11 (1.76%) Xilinx
4 8 (1.28%) Databricks
5 6 (0.96%) Botify
6 5 (0.80%) Ahrefs
6 5 (0.80%) Dell
6 5 (0.80%) HP
6 5 (0.80%) McAfee
6 5 (0.80%) OpenAI
6 5 (0.80%) TikTok
6 5 (0.80%) VMware
7 3 (0.48%) Dynatrace
7 3 (0.48%) Foundry
7 3 (0.48%) Rockwell
7 3 (0.48%) Splunk
8 2 (0.32%) MicroStrategy