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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 313 213 131
Rank change year-on-year -100 -82 +148
Permanent jobs citing Algorithms 629 771 1,614
As % of all permanent jobs in the UK 0.59% 1.55% 1.93%
As % of the Miscellaneous category 2.27% 3.73% 5.84%
Number of salaries quoted 398 288 453
10th Percentile £33,750 £37,424 £39,050
25th Percentile £45,000 £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 27,729 20,645 27,647
As % of all permanent jobs advertised in the UK 26.13% 41.47% 33.10%
Number of salaries quoted 17,429 10,356 16,278
10th Percentile £31,125 £28,800 £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% -11.54%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £105,000 £102,500
UK excluding London median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -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 11 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 11 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 -83 569 £65,000 -7.14% 669
UK excluding London -97 384 £60,000 +4.35% 337
London -72 212 £90,000 -18.18% 368
Work from Home -92 160 £58,000 -17.85% 226
South East -48 128 £68,750 +10.89% 96
East of England -9 90 £65,000 +18.18% 81
North of England -19 66 £37,500 -42.31% 49
South West -94 47 £55,000 +19.89% 47
Yorkshire -15 28 £37,500 +7.14% 10
Midlands -46 28 £37,500 -37.50% 34
North West -19 23 £50,000 -18.37% 24
West Midlands -30 22 £37,500 -37.50% 20
Scotland -44 21 £39,500 -40.15% 26
North East -45 15 £52,000 -54.78% 16
East Midlands -29 5 £47,500 +75.93% 14
Wales -69 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 40 (6.36%) Jupyter
2 17 (2.70%) ArcGIS
3 12 (1.91%) 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 39 (6.20%) 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
1 141 (22.42%) AWS
2 76 (12.08%) Azure
3 41 (6.52%) Cloud Computing
4 34 (5.41%) GCP
5 19 (3.02%) GitHub
6 16 (2.54%) Google Analytics
7 15 (2.38%) SaaS
8 13 (2.07%) 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 (0.64%) Amazon SageMaker
14 4 (0.64%) Vertex AI
15 3 (0.48%) AWS Lambda
15 3 (0.48%) Datadog
15 3 (0.48%) dbt
Communications & Networking
1 20 (3.18%) Broadband
2 14 (2.23%) 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 (0.64%) Internet
6 4 (0.64%) 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 24 (3.82%) GIS
2 23 (3.66%) Metadata
3 21 (3.34%) PostgreSQL
4 18 (2.86%) QGIS
4 18 (2.86%) Spatial Data
5 14 (2.23%) BigQuery
6 13 (2.07%) Big Data
6 13 (2.07%) 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 (0.64%) DynamoDB
12 4 (0.64%) Hadoop
12 4 (0.64%) MySQL
12 4 (0.64%) Redis
12 4 (0.64%) Tableau
13 3 (0.48%) Data Mining
Development Applications
1 73 (11.61%) Git
2 58 (9.22%) Visual Studio Code
3 21 (3.34%) Rational DOORS
4 18 (2.86%) GitLab
4 18 (2.86%) JIRA
5 14 (2.23%) Jenkins
6 7 (1.11%) GCC
6 7 (1.11%) 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
1 166 (26.39%) Finance
2 82 (13.04%) Social Skills
3 76 (12.08%) Analytical Skills
4 64 (10.17%) Retail
5 55 (8.74%) Inclusion and Diversity
6 54 (8.59%) Marketing
7 43 (6.84%) Manufacturing
8 32 (5.09%) Banking
9 27 (4.29%) Electronics
10 25 (3.97%) Aerospace
11 23 (3.66%) Games
12 22 (3.50%) Law
13 21 (3.34%) Advertising
14 19 (3.02%) Front Office
15 16 (2.54%) Legal
16 11 (1.75%) Automotive
16 11 (1.75%) Financial Institution
16 11 (1.75%) Telecoms
17 7 (1.11%) Presentation Skills
18 6 (0.95%) Publishing
Job Titles
1 157 (24.96%) Software Engineer
2 136 (21.62%) Senior
3 110 (17.49%) Developer
4 51 (8.11%) Lead
5 49 (7.79%) Senior Software Engineer
6 48 (7.63%) Python Developer
7 42 (6.68%) Senior Developer
8 39 (6.20%) C++ Software Engineer
8 39 (6.20%) Embedded Engineer
9 35 (5.56%) Artificial Intelligence Programmer
9 35 (5.56%) Data Scientist
9 35 (5.56%) Programmer
10 34 (5.41%) Trainee
10 34 (5.41%) Trainee Programmer
11 28 (4.45%) Python Engineer
12 23 (3.66%) Consultant
13 21 (3.34%) FPGA Engineer
13 21 (3.34%) Python Software Engineer
13 21 (3.34%) Systems Engineer
14 20 (3.18%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 61 (9.70%) NumPy
1 61 (9.70%) Pandas
2 50 (7.95%) PyTorch
3 43 (6.84%) Hugging Face
3 43 (6.84%) Streamlit
4 42 (6.68%) scikit-learn
5 38 (6.04%) Matplotlib
6 35 (5.56%) Boost C++ Libraries
7 26 (4.13%) React
8 23 (3.66%) HTML
8 23 (3.66%) 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 (2.23%) pytest
14 13 (2.07%) Kafka
15 10 (1.59%) Yocto
16 9 (1.43%) Flask
Miscellaneous
1 90 (14.31%) Data Structures
2 46 (7.31%) Distributed Systems
3 37 (5.88%) Embedded Systems
4 36 (5.72%) Equities
5 29 (4.61%) FPGA
6 22 (3.50%) VHDL
7 21 (3.34%) Management Information System
7 21 (3.34%) Product Ownership
8 20 (3.18%) Hedge funds
9 18 (2.86%) Robotics
10 17 (2.70%) PCIe
11 15 (2.38%) Derivative
11 15 (2.38%) Fixed Income
12 14 (2.23%) Greenfield Project
12 14 (2.23%) Video\Live Streaming
13 12 (1.91%) Driving Licence
14 10 (1.59%) Cloud Native
14 10 (1.59%) NVMe
14 10 (1.59%) Public Cloud
14 10 (1.59%) Renewable Energy
Operating Systems
1 69 (10.97%) Linux
2 13 (2.07%) 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
2 208 (33.07%) AI
3 182 (28.93%) Machine Learning
4 154 (24.48%) Computer Science
5 120 (19.08%) Data Science
6 106 (16.85%) Agile
7 104 (16.53%) Problem-Solving
8 101 (16.06%) Analytics
9 82 (13.04%) OOP
10 79 (12.56%) OO
11 75 (11.92%) Visualisation
12 72 (11.45%) CI/CD
13 69 (10.97%) Mathematics
13 69 (10.97%) Validation
14 63 (10.02%) Continuous Improvement
14 63 (10.02%) Workflow
15 62 (9.86%) Signal Processing
15 62 (9.86%) Test Automation
16 57 (9.06%) Mentoring
17 55 (8.74%) Data Analysis
Programming Languages
1 365 (58.03%) Python
2 156 (24.80%) C++
3 59 (9.38%) C
4 50 (7.95%) C#
5 44 (7.00%) SQL
6 35 (5.56%) Java
7 26 (4.13%) TypeScript
8 24 (3.82%) MATLAB
9 23 (3.66%) Rust
10 22 (3.50%) JavaScript
11 17 (2.70%) Embedded C++
11 17 (2.70%) Go
12 14 (2.23%) Embedded C
13 12 (1.91%) Assembly Language
14 11 (1.75%) 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
1 155 (24.64%) Degree
2 69 (10.97%) Security Cleared
3 50 (7.95%) Computer Science Degree
4 49 (7.79%) AWS Certification
5 37 (5.88%) AWS Certified Cloud Practitioner
5 37 (5.88%) SC Cleared
6 34 (5.41%) Master's Degree
7 30 (4.77%) DV Cleared
8 26 (4.13%) PhD
9 21 (3.34%) 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 49 (7.79%) QA
2 32 (5.09%) Accessibility
3 12 (1.91%) 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 (0.64%) Actionable Recommendations
6 4 (0.64%) 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 (8.59%) Docker
2 44 (7.00%) 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 34 (5.41%) 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 53 (8.43%) Google
2 51 (8.11%) Microsoft
3 12 (1.91%) IBM
3 12 (1.91%) Screaming Frog
4 11 (1.75%) Xilinx
5 10 (1.59%) Altera
6 9 (1.43%) Databricks
7 6 (0.95%) Ahrefs
7 6 (0.95%) Botify
8 5 (0.79%) Dell
8 5 (0.79%) HP
8 5 (0.79%) McAfee
8 5 (0.79%) OpenAI
8 5 (0.79%) TikTok
8 5 (0.79%) VMware
9 3 (0.48%) Dynatrace
9 3 (0.48%) Foundry
9 3 (0.48%) Rockwell
9 3 (0.48%) Sitebulb
9 3 (0.48%) Splunk