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

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 349 225 147
Rank change year-on-year -124 -78 +145
Permanent jobs citing Algorithms 581 690 1,401
As % of all permanent jobs in the UK 0.53% 1.38% 1.72%
As % of the Miscellaneous category 2.04% 3.37% 5.31%
Number of salaries quoted 374 274 447
10th Percentile £33,750 £37,424 £39,500
25th Percentile £50,000 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £69,000 £63,000
Median % change year-on-year -5.80% +9.52% -13.10%
75th Percentile £80,000 £105,000 £80,625
90th Percentile £97,500 £127,500 £100,000
UK excluding London median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -

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 28,520 20,471 26,369
As % of all permanent jobs advertised in the UK 25.92% 41.07% 32.41%
Number of salaries quoted 17,904 10,379 14,733
10th Percentile £31,250 £28,750 £31,250
25th Percentile £41,250 £36,925 £42,500
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -8.00%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £102,500 £105,000
UK excluding London median annual salary £52,500 £47,500 £51,500
% change year-on-year +10.53% -7.77% -6.36%

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 2 September 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 2 September 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 -69 544 £65,000 -7.14% 1,325
UK excluding London -89 376 £60,000 +9.09% 575
London -101 192 £85,000 -22.73% 869
Work from Home -26 158 £58,000 -17.85% 479
South East -41 131 £67,500 +8.87% 160
East of England +18 103 £63,750 +15.91% 114
North of England -29 49 £56,000 +17.89% 75
South West -55 45 £58,000 +17.77% 90
Midlands -36 26 £67,500 +17.39% 58
West Midlands -17 21 £67,500 +17.39% 31
Yorkshire -30 21 £32,500 -7.14% 20
Scotland -59 18 £39,500 -31.30% 71
North West -18 15 £60,000 +20.00% 44
North East -46 13 £60,000 -47.83% 14
East Midlands -32 4 £62,500 +131.48% 27
Wales -77 2 £39,500 -41.91% 10
Northern Ireland - 2 £39,500 - 8

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 12 (2.07%) Apache Spark
2 9 (1.55%) Apache Airflow
3 7 (1.20%) Jupyter
4 6 (1.03%) SAS
5 5 (0.86%) CMS
6 3 (0.52%) Apache
7 2 (0.34%) Apache Pulsar
7 2 (0.34%) Confluence
8 1 (0.17%) Kinematics
8 1 (0.17%) R Markdown
8 1 (0.17%) SharePoint
8 1 (0.17%) WordPress
Applications
1 13 (2.24%) Simulink
2 7 (1.20%) Chatbot
3 3 (0.52%) Blender
3 3 (0.52%) CATIA
3 3 (0.52%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) OrCAD
Business Applications
1 9 (1.55%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 87 (14.97%) AWS
2 57 (9.81%) Azure
3 30 (5.16%) GCP
4 16 (2.75%) GitHub
5 15 (2.58%) Google Analytics
6 14 (2.41%) SaaS
7 13 (2.24%) Google Ads
8 10 (1.72%) Amazon ECS
8 10 (1.72%) Cloud Computing
9 8 (1.38%) Power Platform
9 8 (1.38%) Snowflake
10 6 (1.03%) Amazon EKS
10 6 (1.03%) Slack
11 5 (0.86%) Prefect
11 5 (0.86%) Vertex AI
11 5 (0.86%) Virtual Private Cloud
12 4 (0.69%) AWS Lambda
12 4 (0.69%) Azure Data Factory
12 4 (0.69%) Serverless
13 3 (0.52%) Amazon SageMaker
Communications & Networking
1 20 (3.44%) Broadband
2 12 (2.07%) Multicast
3 8 (1.38%) LTE
4 7 (1.20%) 3GPP
4 7 (1.20%) 5G
4 7 (1.20%) GSM
4 7 (1.20%) Radio Access Network
4 7 (1.20%) RANAP
4 7 (1.20%) SS7
4 7 (1.20%) UMTS
4 7 (1.20%) Wireshark
5 4 (0.69%) Internet
5 4 (0.69%) Software-Defined Radio
5 4 (0.69%) Wireless
6 3 (0.52%) Wi-Fi
7 2 (0.34%) Ethernet
7 2 (0.34%) Firewall
8 1 (0.17%) IPsec
8 1 (0.17%) RS-422
8 1 (0.17%) X.509
Database & Business Intelligence
1 20 (3.44%) Metadata
1 20 (3.44%) PostgreSQL
2 16 (2.75%) Big Data
3 11 (1.89%) MongoDB
4 10 (1.72%) BigQuery
5 9 (1.55%) Elasticsearch
6 8 (1.38%) Amazon RDS
6 8 (1.38%) Power BI
7 6 (1.03%) GIS
8 5 (0.86%) NoSQL
9 4 (0.69%) Hadoop
9 4 (0.69%) MySQL
9 4 (0.69%) Redis
9 4 (0.69%) Relational Database
9 4 (0.69%) Tableau
10 3 (0.52%) Data Lake
10 3 (0.52%) Data Mining
10 3 (0.52%) Data Warehouse
10 3 (0.52%) DynamoDB
10 3 (0.52%) KDB
Development Applications
1 72 (12.39%) Git
2 24 (4.13%) Visual Studio Code
3 19 (3.27%) Rational DOORS
4 17 (2.93%) GitLab
5 16 (2.75%) JIRA
6 13 (2.24%) Jenkins
7 7 (1.20%) GCC
7 7 (1.20%) GDB
8 4 (0.69%) CMake
9 3 (0.52%) PetaLinux
9 3 (0.52%) Visual Studio
10 2 (0.34%) MLflow
10 2 (0.34%) Plastic SCM
10 2 (0.34%) TeamCity
11 1 (0.17%) Bitbucket
11 1 (0.17%) Rational Rhapsody
11 1 (0.17%) Valgrind
General
1 123 (21.17%) Finance
2 77 (13.25%) Social Skills
3 67 (11.53%) Analytical Skills
4 57 (9.81%) Inclusion and Diversity
5 46 (7.92%) Marketing
6 34 (5.85%) Banking
7 27 (4.65%) Electronics
8 25 (4.30%) Aerospace
9 24 (4.13%) Law
9 24 (4.13%) Retail
10 20 (3.44%) Advertising
11 18 (3.10%) Games
12 16 (2.75%) Front Office
13 13 (2.24%) Financial Institution
14 11 (1.89%) Telecoms
15 10 (1.72%) Legal
15 10 (1.72%) Manufacturing
16 9 (1.55%) Automotive
17 7 (1.20%) Investment Banking
18 6 (1.03%) Presentation Skills
Job Titles
1 162 (27.88%) Software Engineer
2 127 (21.86%) Senior
3 102 (17.56%) Developer
4 58 (9.98%) Lead
5 47 (8.09%) Senior Software Engineer
6 44 (7.57%) Python Developer
7 37 (6.37%) Embedded Engineer
8 36 (6.20%) Data Scientist
9 35 (6.02%) Senior Developer
10 34 (5.85%) C++ Software Engineer
11 27 (4.65%) Python Engineer
12 21 (3.61%) Systems Engineer
13 19 (3.27%) Embedded Software Engineer
13 19 (3.27%) FPGA Engineer
13 19 (3.27%) Python Software Engineer
13 19 (3.27%) Senior Embedded Engineer
14 17 (2.93%) Quantitative Developer
15 16 (2.75%) SEO Specialist
16 15 (2.58%) Senior Python Developer
17 14 (2.41%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 34 (5.85%) PyTorch
2 30 (5.16%) Boost C++ Libraries
3 28 (4.82%) NumPy
3 28 (4.82%) Pandas
4 26 (4.48%) React
5 24 (4.13%) TensorFlow
6 23 (3.96%) .NET
6 23 (3.96%) HTML
7 19 (3.27%) CSS
8 16 (2.75%) FIX Protocol
8 16 (2.75%) Terraform
9 15 (2.58%) REST
10 14 (2.41%) Kafka
11 12 (2.07%) Django
11 12 (2.07%) pytest
11 12 (2.07%) STL
12 10 (1.72%) Google JAX
12 10 (1.72%) Hugging Face
12 10 (1.72%) Streamlit
12 10 (1.72%) Yocto
Miscellaneous
1 85 (14.63%) Data Structures
2 37 (6.37%) Embedded Systems
3 36 (6.20%) Distributed Systems
4 32 (5.51%) Equities
5 27 (4.65%) FPGA
6 26 (4.48%) Robotics
7 20 (3.44%) Product Ownership
7 20 (3.44%) VHDL
8 18 (3.10%) Hedge funds
9 16 (2.75%) PCIe
10 15 (2.58%) Management Information System
11 14 (2.41%) Video\Live Streaming
12 13 (2.24%) Derivative
12 13 (2.24%) Fixed Income
13 11 (1.89%) Driving Licence
14 10 (1.72%) Greenfield Project
14 10 (1.72%) Renewable Energy
14 10 (1.72%) Verilog
15 9 (1.55%) Cloud Native
15 9 (1.55%) NVMe
Operating Systems
1 64 (11.02%) Linux
2 15 (2.58%) Windows
3 10 (1.72%) Embedded Linux
4 5 (0.86%) Windows Server 2008
4 5 (0.86%) Windows Server 2012
4 5 (0.86%) Windows Server 2016
4 5 (0.86%) Windows Server 2019
5 4 (0.69%) Robot Operating System
5 4 (0.69%) Windows Server
6 3 (0.52%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 256 (44.06%) Software Engineering
2 170 (29.26%) AI
3 149 (25.65%) Machine Learning
4 147 (25.30%) Computer Science
5 105 (18.07%) Agile
6 100 (17.21%) Data Science
7 97 (16.70%) Problem-Solving
8 80 (13.77%) Analytics
9 74 (12.74%) Mathematics
10 72 (12.39%) CI/CD
11 63 (10.84%) Continuous Improvement
12 61 (10.50%) Test Automation
13 59 (10.15%) Mentoring
14 58 (9.98%) Decision-Making
14 58 (9.98%) Signal Processing
15 55 (9.47%) Validation
16 52 (8.95%) Deep Learning
17 49 (8.43%) SDLC
18 47 (8.09%) Low Latency
19 46 (7.92%) OOP
Programming Languages
1 311 (53.53%) Python
2 153 (26.33%) C++
3 57 (9.81%) C
4 54 (9.29%) C#
5 45 (7.75%) SQL
6 41 (7.06%) Java
7 26 (4.48%) MATLAB
7 26 (4.48%) TypeScript
8 24 (4.13%) JavaScript
9 20 (3.44%) Rust
10 18 (3.10%) Go
11 16 (2.75%) Embedded C++
12 13 (2.24%) Embedded C
13 11 (1.89%) Assembly Language
14 9 (1.55%) R
15 3 (0.52%) Fortran
15 3 (0.52%) Julia
15 3 (0.52%) VBA
16 2 (0.34%) Bash
16 2 (0.34%) Shell Script
Qualifications
1 159 (27.37%) Degree
2 73 (12.56%) Security Cleared
3 46 (7.92%) Computer Science Degree
4 39 (6.71%) SC Cleared
5 34 (5.85%) Master's Degree
6 29 (4.99%) DV Cleared
6 29 (4.99%) PhD
7 20 (3.44%) BPSS Clearance
8 15 (2.58%) AWS Certification
9 8 (1.38%) Numerate Degree
10 4 (0.69%) AWS Certified Cloud Practitioner
11 3 (0.52%) AWS Certified Solutions Architect
12 2 (0.34%) DBS Check
12 2 (0.34%) Microsoft Certification
13 1 (0.17%) HND
13 1 (0.17%) ITIL Certification
13 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 35 (6.02%) QA
2 15 (2.58%) Accessibility
3 11 (1.89%) GDPR
4 9 (1.55%) Data Quality
4 9 (1.55%) ISO/IEC 15288
5 6 (1.03%) Automotive SPICE
5 6 (1.03%) ISO 26262
5 6 (1.03%) MISRA
5 6 (1.03%) MISRA C
6 5 (0.86%) Actionable Recommendations
7 4 (0.69%) ISO/IEC 12207
8 1 (0.17%) AUTOSAR
8 1 (0.17%) ISO 9001
8 1 (0.17%) MiFID
System Software
1 54 (9.29%) Docker
2 42 (7.23%) Firmware
3 21 (3.61%) Embedded Firmware
4 5 (0.86%) Active Directory
4 5 (0.86%) Hyper-V
4 5 (0.86%) VMware ESXi
4 5 (0.86%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.68%) Kubernetes
2 6 (1.03%) Kubeflow
3 5 (0.86%) Ansible
3 5 (0.86%) SCCM
3 5 (0.86%) SCOM
3 5 (0.86%) Tivoli Identity Manager
4 3 (0.52%) Argo
4 3 (0.52%) Grafana
4 3 (0.52%) Prometheus
5 1 (0.17%) Functional Safety
Vendors
1 39 (6.71%) Google
2 18 (3.10%) Microsoft
3 12 (2.07%) Screaming Frog
4 11 (1.89%) IBM
5 10 (1.72%) Xilinx
6 9 (1.55%) Altera
6 9 (1.55%) Databricks
7 7 (1.20%) Ahrefs
8 6 (1.03%) OpenAI
8 6 (1.03%) TikTok
9 5 (0.86%) Dell
9 5 (0.86%) HP
9 5 (0.86%) McAfee
9 5 (0.86%) VMware
10 4 (0.69%) Foundry
10 4 (0.69%) Sitebulb
11 3 (0.52%) Dynatrace
11 3 (0.52%) Rockwell
11 3 (0.52%) Splunk
12 2 (0.34%) MicroStrategy