Algorithms Job Trends in England

Algorithms
UK > England

The table below looks at the prevalence of the term Algorithms in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Algorithms over the 6 months leading up to 31 July 2026, comparing them to the same period in the previous two years.

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 307 218 192
Rank change year-on-year -89 -26 +31
Permanent jobs citing Algorithms 566 644 1,077
As % of all permanent jobs in England 0.62% 1.48% 1.42%
As % of the Miscellaneous category 2.41% 3.52% 4.28%
Number of salaries quoted 385 276 465
10th Percentile £33,750 £37,500 £39,000
25th Percentile £42,593 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,600 £65,000
Median % change year-on-year -7.93% +8.62% -10.96%
75th Percentile £83,750 £106,250 £82,500
90th Percentile £100,000 £128,750 £100,000
UK median annual salary £63,750 £70,000 £65,000
% change year-on-year -8.93% +7.69% -7.14%

All Generic Skills
England

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 in England.

Permanent vacancies with a requirement for generic IT skills 23,481 18,271 25,169
As % of all permanent jobs advertised in England 25.72% 42.00% 33.17%
Number of salaries quoted 15,467 9,254 15,856
10th Percentile £31,250 £29,000 £30,000
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £59,000 £57,000 £57,500
Median % change year-on-year +3.51% -0.87% -11.54%
75th Percentile £80,000 £79,940 £78,750
90th Percentile £100,000 £107,500 £103,225
UK median annual salary £57,591 £56,811 £55,000
% change year-on-year +1.37% +3.29% -13.39%

Algorithms
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Algorithms relative to all permanent IT jobs advertised in England.

Algorithms job vacancy trend in England

Algorithms
Salary Trend in England

Salary distribution trend for jobs in England citing Algorithms.

Salary distribution trend for jobs in England citing Algorithms

Algorithms
Salary Histogram in England

Salary distribution for jobs citing Algorithms in England over the 6 months to 31 July 2026.

Salary histogram for Algorithms in England

Algorithms
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the England region over the 6 months to 31 July 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
London -71 212 £92,500 -15.91% 234
South East -48 129 £70,000 +12.90% 67
East of England -5 83 £65,000 +18.18% 48
North of England -6 70 £37,500 -48.09% 37
South West -90 45 £55,000 +19.89% 32
Midlands -38 30 £37,500 -37.50% 24
Yorkshire -15 29 £37,500 -37.50% 9
North West -6 25 £37,500 -56.01% 16
West Midlands -15 23 £37,500 -37.50% 9
North East -36 16 £52,000 -54.78% 14
East Midlands -27 6 £57,500 +112.96% 15
Algorithms
UK

Algorithms
Co-Occurring Skills & Capabilities in England 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 46 (8.13%) Jupyter
2 9 (1.59%) CMS
3 6 (1.06%) SAS
4 5 (0.88%) Apache Airflow
4 5 (0.88%) Apache Spark
5 2 (0.35%) Apache Pulsar
5 2 (0.35%) Confluence
6 1 (0.18%) Apache
6 1 (0.18%) R Markdown
6 1 (0.18%) SharePoint
Applications
1 45 (7.95%) Chatbot
2 11 (1.94%) Simulink
3 3 (0.53%) Blender
3 3 (0.53%) Maya
4 2 (0.35%) CATIA
4 2 (0.35%) Microsoft Excel
4 2 (0.35%) OrCAD
5 1 (0.18%) Microsoft Office
Business Applications
1 11 (1.94%) Towers Watson Igloo
Cloud Services
1 119 (21.02%) AWS
2 52 (9.19%) Azure
3 47 (8.30%) Cloud Computing
4 30 (5.30%) GCP
5 21 (3.71%) Google Analytics
6 16 (2.83%) GitHub
7 15 (2.65%) SaaS
8 13 (2.30%) Google Ads
9 8 (1.41%) Amazon EKS
9 8 (1.41%) Power Platform
10 7 (1.24%) Amazon ECS
11 6 (1.06%) Slack
12 5 (0.88%) Prefect
12 5 (0.88%) Virtual Private Cloud
13 4 (0.71%) Snowflake
13 4 (0.71%) Vertex AI
14 3 (0.53%) Amazon SageMaker
14 3 (0.53%) AWS Lambda
14 3 (0.53%) Azure Data Factory
14 3 (0.53%) Serverless
Communications & Networking
1 20 (3.53%) Broadband
2 15 (2.65%) Multicast
3 7 (1.24%) 3GPP
3 7 (1.24%) GSM
3 7 (1.24%) LTE
3 7 (1.24%) Radio Access Network
3 7 (1.24%) RANAP
3 7 (1.24%) SS7
3 7 (1.24%) UMTS
3 7 (1.24%) Wireshark
4 6 (1.06%) 5G
5 5 (0.88%) Software-Defined Radio
6 4 (0.71%) Internet
7 3 (0.53%) Wi-Fi
7 3 (0.53%) Wireless
8 2 (0.35%) Ethernet
8 2 (0.35%) Firewall
9 1 (0.18%) IPsec
9 1 (0.18%) MQTT
9 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.77%) Metadata
2 21 (3.71%) PostgreSQL
3 16 (2.83%) BigQuery
4 15 (2.65%) Elasticsearch
5 11 (1.94%) Big Data
5 11 (1.94%) MongoDB
6 7 (1.24%) Amazon RDS
7 6 (1.06%) GIS
7 6 (1.06%) Power BI
8 5 (0.88%) Amazon Athena
8 5 (0.88%) NoSQL
9 4 (0.71%) DynamoDB
9 4 (0.71%) MySQL
9 4 (0.71%) Redis
9 4 (0.71%) Tableau
10 2 (0.35%) Data Lake
10 2 (0.35%) Data Warehouse
10 2 (0.35%) Hadoop
10 2 (0.35%) Pinecone
10 2 (0.35%) SQL Server
Development Applications
1 71 (12.54%) Git
2 64 (11.31%) Visual Studio Code
3 19 (3.36%) JIRA
4 18 (3.18%) Rational DOORS
5 15 (2.65%) GitLab
6 10 (1.77%) Jenkins
7 7 (1.24%) GCC
7 7 (1.24%) GDB
8 3 (0.53%) CMake
8 3 (0.53%) MLflow
8 3 (0.53%) PetaLinux
8 3 (0.53%) Visual Studio
9 2 (0.35%) Plastic SCM
9 2 (0.35%) TeamCity
10 1 (0.18%) Bitbucket
10 1 (0.18%) Rational Rhapsody
10 1 (0.18%) Valgrind
General
1 145 (25.62%) Finance
2 73 (12.90%) Analytical Skills
3 72 (12.72%) Social Skills
4 70 (12.37%) Retail
5 49 (8.66%) Manufacturing
6 42 (7.42%) Marketing
7 29 (5.12%) Inclusion and Diversity
8 25 (4.42%) Banking
9 24 (4.24%) Electronics
10 20 (3.53%) Games
11 19 (3.36%) Front Office
12 17 (3.00%) Aerospace
13 16 (2.83%) Automotive
14 15 (2.65%) Legal
15 14 (2.47%) Advertising
16 11 (1.94%) Telecoms
17 10 (1.77%) Law
18 9 (1.59%) Financial Institution
19 7 (1.24%) Presentation Skills
20 5 (0.88%) Investment Banking
Job Titles
1 152 (26.86%) Software Engineer
2 134 (23.67%) Senior
3 108 (19.08%) Developer
4 49 (8.66%) Senior Software Engineer
5 47 (8.30%) Python Developer
6 43 (7.60%) Senior Developer
7 42 (7.42%) C++ Software Engineer
7 42 (7.42%) Lead
8 41 (7.24%) Artificial Intelligence Programmer
8 41 (7.24%) Programmer
9 40 (7.07%) Trainee
9 40 (7.07%) Trainee Programmer
10 38 (6.71%) Embedded Engineer
11 30 (5.30%) Data Scientist
12 28 (4.95%) Python Engineer
13 22 (3.89%) Python Software Engineer
14 21 (3.71%) FPGA Engineer
15 19 (3.36%) Embedded Software Engineer
15 19 (3.36%) Quantitative Developer
15 19 (3.36%) SEO Specialist
Libraries, Frameworks & Software Standards
1 66 (11.66%) NumPy
1 66 (11.66%) Pandas
2 49 (8.66%) Streamlit
3 47 (8.30%) scikit-learn
4 45 (7.95%) Hugging Face
5 44 (7.77%) Matplotlib
6 37 (6.54%) Boost C++ Libraries
7 26 (4.59%) PyTorch
8 23 (4.06%) HTML
8 23 (4.06%) React
9 22 (3.89%) TensorFlow
10 19 (3.36%) CSS
11 18 (3.18%) Django
12 17 (3.00%) FIX Protocol
13 16 (2.83%) .NET
14 15 (2.65%) pytest
14 15 (2.65%) REST
15 9 (1.59%) Flask
15 9 (1.59%) Node.js
15 9 (1.59%) STL
Miscellaneous
1 89 (15.72%) Data Structures
2 49 (8.66%) Distributed Systems
3 37 (6.54%) Embedded Systems
3 37 (6.54%) Equities
4 29 (5.12%) FPGA
5 22 (3.89%) Management Information System
6 21 (3.71%) Hedge funds
6 21 (3.71%) Product Ownership
6 21 (3.71%) VHDL
7 18 (3.18%) PCIe
8 17 (3.00%) Robotics
9 16 (2.83%) Derivative
9 16 (2.83%) Fixed Income
9 16 (2.83%) Greenfield Project
10 14 (2.47%) Video\Live Streaming
11 12 (2.12%) Driving Licence
12 11 (1.94%) NVMe
13 10 (1.77%) Public Cloud
13 10 (1.77%) Renewable Energy
14 8 (1.41%) Verilog
Operating Systems
1 69 (12.19%) Linux
2 12 (2.12%) Windows
3 9 (1.59%) Embedded Linux
4 5 (0.88%) Windows Server 2008
4 5 (0.88%) Windows Server 2012
4 5 (0.88%) Windows Server 2016
4 5 (0.88%) Windows Server 2019
5 4 (0.71%) Robot Operating System
5 4 (0.71%) Unix
5 4 (0.71%) Windows Server
6 1 (0.18%) Android
6 1 (0.18%) Apple iOS
Processes & Methodologies
1 247 (43.64%) Software Engineering
2 171 (30.21%) AI
3 152 (26.86%) Computer Science
4 147 (25.97%) Machine Learning
5 98 (17.31%) Agile
6 94 (16.61%) Problem-Solving
7 90 (15.90%) OOP
8 89 (15.72%) Data Science
9 85 (15.02%) OO
10 76 (13.43%) Analytics
11 75 (13.25%) Visualisation
12 62 (10.95%) CI/CD
12 62 (10.95%) Continuous Improvement
12 62 (10.95%) Workflow
13 60 (10.60%) Mathematics
14 58 (10.25%) Signal Processing
15 57 (10.07%) Test Automation
16 53 (9.36%) LLM
17 52 (9.19%) Mentoring
17 52 (9.19%) SDLC
Programming Languages
1 328 (57.95%) Python
2 155 (27.39%) C++
3 58 (10.25%) C
4 48 (8.48%) C#
5 38 (6.71%) SQL
6 27 (4.77%) Java
7 25 (4.42%) Rust
8 24 (4.24%) TypeScript
9 21 (3.71%) MATLAB
10 18 (3.18%) JavaScript
11 15 (2.65%) Embedded C++
12 13 (2.30%) Assembly Language
12 13 (2.30%) Embedded C
12 13 (2.30%) Go
13 8 (1.41%) R
14 4 (0.71%) Bash
14 4 (0.71%) Julia
14 4 (0.71%) VBA
15 3 (0.53%) Fortran
15 3 (0.53%) Shell Script
Qualifications
1 139 (24.56%) Degree
2 56 (9.89%) Security Cleared
3 52 (9.19%) AWS Certification
4 50 (8.83%) Computer Science Degree
5 43 (7.60%) AWS Certified Cloud Practitioner
6 34 (6.01%) Master's Degree
7 29 (5.12%) SC Cleared
8 21 (3.71%) DV Cleared
9 20 (3.53%) PhD
10 12 (2.12%) BPSS Clearance
11 7 (1.24%) Numerate Degree
12 2 (0.35%) DBS Check
12 2 (0.35%) Microsoft Certification
13 1 (0.18%) HND
13 1 (0.18%) ITIL Certification
13 1 (0.18%) Microsoft Certified Professional
Quality Assurance & Compliance
1 32 (5.65%) QA
2 12 (2.12%) GDPR
3 8 (1.41%) Accessibility
3 8 (1.41%) ISO/IEC 15288
4 6 (1.06%) Automotive SPICE
4 6 (1.06%) Data Quality
4 6 (1.06%) ISO 26262
4 6 (1.06%) MISRA
4 6 (1.06%) MISRA C
5 4 (0.71%) ISO/IEC 12207
6 2 (0.35%) Actionable Recommendations
7 1 (0.18%) AUTOSAR
7 1 (0.18%) EMIR
7 1 (0.18%) ISO 9001
7 1 (0.18%) MiFID
System Software
1 47 (8.30%) Docker
2 43 (7.60%) Firmware
3 23 (4.06%) Embedded Firmware
4 5 (0.88%) Active Directory
4 5 (0.88%) Hyper-V
4 5 (0.88%) VMware ESXi
4 5 (0.88%) VMware Infrastructure
5 2 (0.35%) Slurm Workload Manager
6 1 (0.18%) IAG
Systems Management
1 28 (4.95%) Kubernetes
2 13 (2.30%) Terraform
3 6 (1.06%) Kubeflow
4 5 (0.88%) SCCM
4 5 (0.88%) SCOM
4 5 (0.88%) Tivoli Identity Manager
5 1 (0.18%) Ansible
5 1 (0.18%) Functional Safety
Vendors
1 55 (9.72%) Google
1 55 (9.72%) Microsoft
2 12 (2.12%) Altera
2 12 (2.12%) Xilinx
3 10 (1.77%) IBM
3 10 (1.77%) Screaming Frog
4 9 (1.59%) Databricks
5 6 (1.06%) Botify
5 6 (1.06%) OpenAI
6 5 (0.88%) Dell
6 5 (0.88%) HP
6 5 (0.88%) McAfee
6 5 (0.88%) VMware
7 4 (0.71%) Ahrefs
7 4 (0.71%) TikTok
8 3 (0.53%) Foundry
8 3 (0.53%) Rockwell
9 2 (0.35%) MicroStrategy
10 1 (0.18%) Adobe
10 1 (0.18%) Intel