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

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 356 234 212
Rank change year-on-year -122 -22 +87
Permanent jobs citing Algorithms 574 624 882
As % of all permanent jobs in the UK 0.48% 1.27% 1.24%
As % of the Miscellaneous category 1.78% 3.13% 3.85%
Number of salaries quoted 347 249 384
10th Percentile £35,150 £36,400 £45,000
25th Percentile £52,500 £47,500 £52,500
Median annual salary (50th Percentile) £67,500 £70,600 £65,000
Median % change year-on-year -4.39% +8.62% -7.52%
75th Percentile £83,750 £106,250 £84,438
90th Percentile £100,000 £145,000 £105,000
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -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 32,271 19,951 22,882
As % of all permanent jobs advertised in the UK 27.17% 40.55% 32.24%
Number of salaries quoted 19,765 10,181 11,357
10th Percentile £30,750 £28,000 £32,500
25th Percentile £40,500 £36,250 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -4.00%
75th Percentile £78,750 £77,500 £83,750
90th Percentile £100,000 £102,500 £110,000
UK excluding London median annual salary £51,500 £45,000 £53,400
% change year-on-year +14.44% -15.73% -2.91%

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 15 October 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 15 October 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 -90 541 £67,500 -4.39% 1,198
UK excluding London -95 396 £65,000 +18.18% 485
London -144 161 £80,000 -27.27% 752
South East -14 146 £73,750 +16.79% 117
Work from Home -50 144 £58,000 -18.31% 567
East of England +9 121 £65,000 +18.18% 113
North of England -48 42 £50,000 +42.86% 73
South West -73 36 £56,000 +37.28% 58
Midlands -27 34 £67,500 - 48
Yorkshire -23 19 £41,982 +19.95% 15
East Midlands -15 17 £76,250 +0.46% 19
West Midlands -39 17 £67,500 +17.39% 29
Scotland -53 15 £39,500 -46.98% 58
North West -30 12 £55,000 +22.22% 51
North East - 11 £59,750 - 7
Northern Ireland - 2 £39,500 - 15
Wales -72 1 £39,500 -44.05% 7

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 13 (2.26%) Apache Spark
2 6 (1.05%) SAS
3 5 (0.87%) CMS
4 4 (0.70%) Apache Airflow
4 4 (0.70%) Jupyter
5 2 (0.35%) Apache
5 2 (0.35%) Apache Pulsar
5 2 (0.35%) Confluence
5 2 (0.35%) SharePoint
6 1 (0.17%) Kinematics
6 1 (0.17%) R Markdown
6 1 (0.17%) WordPress
Applications
1 29 (5.05%) Simulink
2 6 (1.05%) Chatbot
3 5 (0.87%) Mathematica
4 3 (0.52%) Blender
4 3 (0.52%) Maya
5 2 (0.35%) Microsoft Excel
6 1 (0.17%) Adobe Premiere
6 1 (0.17%) Lightworks
6 1 (0.17%) Microsoft Office
Business Applications
1 9 (1.57%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 73 (12.72%) AWS
2 51 (8.89%) Azure
3 25 (4.36%) GCP
4 21 (3.66%) GitHub
5 14 (2.44%) Google Ads
5 14 (2.44%) Google Analytics
6 13 (2.26%) Amazon ECS
7 12 (2.09%) SaaS
8 11 (1.92%) Cloud Computing
9 8 (1.39%) Power Platform
9 8 (1.39%) Snowflake
10 5 (0.87%) Azure Data Factory
10 5 (0.87%) Vertex AI
10 5 (0.87%) Virtual Private Cloud
11 4 (0.70%) Amazon EKS
11 4 (0.70%) Azure DevOps
11 4 (0.70%) Slack
12 3 (0.52%) Amazon SageMaker
12 3 (0.52%) AWS Lambda
12 3 (0.52%) Serverless
Communications & Networking
1 16 (2.79%) Multicast
2 15 (2.61%) Wireless
3 12 (2.09%) LTE
4 11 (1.92%) 5G
4 11 (1.92%) Broadband
5 8 (1.39%) Radio Access Network
6 7 (1.22%) 3GPP
6 7 (1.22%) GSM
6 7 (1.22%) RANAP
6 7 (1.22%) Software-Defined Radio
6 7 (1.22%) SS7
6 7 (1.22%) UMTS
6 7 (1.22%) Wireshark
7 4 (0.70%) Ethernet
8 3 (0.52%) Internet
9 2 (0.35%) Firewall
9 2 (0.35%) MQTT
9 2 (0.35%) X.509
10 1 (0.17%) Remote Desktop
10 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.48%) Big Data
2 17 (2.96%) Metadata
3 16 (2.79%) PostgreSQL
4 8 (1.39%) Amazon RDS
4 8 (1.39%) GIS
4 8 (1.39%) Power BI
5 5 (0.87%) MySQL
5 5 (0.87%) NoSQL
5 5 (0.87%) Relational Database
6 4 (0.70%) BigQuery
6 4 (0.70%) Hadoop
6 4 (0.70%) KDB
6 4 (0.70%) MongoDB
6 4 (0.70%) Redis
6 4 (0.70%) Tableau
7 3 (0.52%) Amazon Redshift
7 3 (0.52%) Data Lake
7 3 (0.52%) Data Warehouse
7 3 (0.52%) Elasticsearch
8 2 (0.35%) Data Mining
Development Applications
1 63 (10.98%) Git
2 19 (3.31%) JIRA
3 17 (2.96%) Rational DOORS
4 14 (2.44%) Visual Studio Code
5 13 (2.26%) Jenkins
6 10 (1.74%) GitLab
7 9 (1.57%) GDB
8 7 (1.22%) GCC
9 6 (1.05%) MLflow
9 6 (1.05%) PetaLinux
10 4 (0.70%) CMake
11 3 (0.52%) Rational Rhapsody
11 3 (0.52%) Visual Studio
12 2 (0.35%) Plastic SCM
12 2 (0.35%) TeamCity
13 1 (0.17%) MSTest
13 1 (0.17%) QUnit
13 1 (0.17%) Subversion
13 1 (0.17%) Valgrind
General
1 116 (20.21%) Finance
2 97 (16.90%) Social Skills
3 63 (10.98%) Analytical Skills
4 57 (9.93%) Inclusion and Diversity
5 43 (7.49%) Marketing
6 41 (7.14%) Banking
7 33 (5.75%) Aerospace
8 31 (5.40%) Electronics
9 28 (4.88%) Retail
10 23 (4.01%) Law
11 21 (3.66%) Advertising
12 13 (2.26%) Financial Institution
12 13 (2.26%) Telecoms
13 12 (2.09%) Front Office
14 11 (1.92%) Games
15 10 (1.74%) Legal
15 10 (1.74%) Military
16 8 (1.39%) Automotive
16 8 (1.39%) Manufacturing
17 7 (1.22%) Investment Banking
Job Titles
1 143 (24.91%) Software Engineer
2 121 (21.08%) Senior
3 70 (12.20%) Developer
4 64 (11.15%) Lead
5 39 (6.79%) Data Scientist
5 39 (6.79%) Senior Software Engineer
6 38 (6.62%) Embedded Engineer
7 32 (5.57%) C++ Software Engineer
8 30 (5.23%) Python Engineer
9 29 (5.05%) FPGA Engineer
10 25 (4.36%) Senior Developer
11 24 (4.18%) Python Software Engineer
12 21 (3.66%) Principal Engineer
12 21 (3.66%) Systems Engineer
13 19 (3.31%) Python Developer
14 18 (3.14%) Architect
14 18 (3.14%) Embedded Software Engineer
14 18 (3.14%) Senior Embedded Engineer
15 16 (2.79%) Design Engineer
15 16 (2.79%) SEO Specialist
Libraries, Frameworks & Software Standards
1 31 (5.40%) PyTorch
2 30 (5.23%) .NET
3 29 (5.05%) React
4 25 (4.36%) Boost C++ Libraries
4 25 (4.36%) CSS
4 25 (4.36%) HTML
5 22 (3.83%) TensorFlow
6 20 (3.48%) FIX Protocol
7 16 (2.79%) STL
8 15 (2.61%) Yocto
9 14 (2.44%) Kafka
9 14 (2.44%) pytest
10 13 (2.26%) Terraform
11 10 (1.74%) ASP.NET
11 10 (1.74%) Hugging Face
11 10 (1.74%) NumPy
11 10 (1.74%) Pandas
12 9 (1.57%) Node.js
13 8 (1.39%) REST
13 8 (1.39%) scikit-learn
Miscellaneous
1 73 (12.72%) Data Structures
2 50 (8.71%) FPGA
3 49 (8.54%) Embedded Systems
4 37 (6.45%) Robotics
5 29 (5.05%) Equities
6 27 (4.70%) VHDL
7 26 (4.53%) Distributed Systems
8 23 (4.01%) PCIe
9 17 (2.96%) Verilog
10 16 (2.79%) Fixed Income
11 15 (2.61%) Derivative
12 14 (2.44%) Product Ownership
13 12 (2.09%) ASIC
13 12 (2.09%) Cloud Native
13 12 (2.09%) Management Information System
14 10 (1.74%) Device Driver
14 10 (1.74%) Hedge funds
14 10 (1.74%) IoT
14 10 (1.74%) Renewable Energy
15 9 (1.57%) NVMe
Operating Systems
1 67 (11.67%) Linux
2 21 (3.66%) Embedded Linux
3 13 (2.26%) Windows
4 6 (1.05%) Robot Operating System
5 3 (0.52%) Unix
6 1 (0.17%) Android
6 1 (0.17%) Apple iOS
6 1 (0.17%) CentOS
6 1 (0.17%) Debian
6 1 (0.17%) macOS
6 1 (0.17%) Windows 10
6 1 (0.17%) Windows Server
6 1 (0.17%) Windows Server 2008
6 1 (0.17%) Windows Server 2012
6 1 (0.17%) Windows Server 2016
6 1 (0.17%) Windows Server 2019
Processes & Methodologies
1 229 (39.90%) Software Engineering
2 194 (33.80%) AI
3 166 (28.92%) Machine Learning
4 146 (25.44%) Computer Science
5 106 (18.47%) Agile
6 105 (18.29%) Problem-Solving
7 103 (17.94%) Data Science
8 91 (15.85%) Mathematics
9 77 (13.41%) Analytics
10 71 (12.37%) CI/CD
11 59 (10.28%) Signal Processing
12 55 (9.58%) Decision-Making
13 54 (9.41%) Validation
14 53 (9.23%) Continuous Improvement
15 52 (9.06%) Mentoring
15 52 (9.06%) Test Automation
16 47 (8.19%) Physics
17 45 (7.84%) Roadmaps
17 45 (7.84%) Technical Leadership
18 43 (7.49%) Low Latency
Programming Languages
1 293 (51.05%) Python
2 164 (28.57%) C++
3 71 (12.37%) C
4 58 (10.10%) MATLAB
5 57 (9.93%) C#
6 50 (8.71%) SQL
7 45 (7.84%) Java
8 29 (5.05%) JavaScript
9 27 (4.70%) TypeScript
10 24 (4.18%) Embedded C++
11 21 (3.66%) Embedded C
12 17 (2.96%) Rust
13 14 (2.44%) Go
14 11 (1.92%) R
15 9 (1.57%) Assembly Language
15 9 (1.57%) SystemVerilog
16 5 (0.87%) Bash
16 5 (0.87%) Shell Script
17 4 (0.70%) Fortran
18 3 (0.52%) VBA
Qualifications
1 172 (29.97%) Degree
2 88 (15.33%) Security Cleared
3 48 (8.36%) SC Cleared
4 47 (8.19%) Computer Science Degree
5 45 (7.84%) Master's Degree
6 41 (7.14%) PhD
7 25 (4.36%) DV Cleared
8 16 (2.79%) BPSS Clearance
9 13 (2.26%) AWS Certification
10 12 (2.09%) DBS Check
11 8 (1.39%) Numerate Degree
12 3 (0.52%) AWS Certified Solutions Architect
12 3 (0.52%) CISSP
13 2 (0.35%) Microsoft Certification
14 1 (0.17%) AWS Certified Cloud Practitioner
14 1 (0.17%) HND
14 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 39 (6.79%) QA
2 15 (2.61%) Accessibility
3 12 (2.09%) GDPR
4 11 (1.92%) Data Quality
5 6 (1.05%) Automotive SPICE
5 6 (1.05%) ISO 26262
5 6 (1.05%) ISO/IEC 15288
5 6 (1.05%) MISRA
5 6 (1.05%) MISRA C
6 5 (0.87%) Actionable Recommendations
7 4 (0.70%) ISO/IEC 12207
8 3 (0.52%) ISO/IEC 27001
8 3 (0.52%) NIST
8 3 (0.52%) PCI DSS
9 1 (0.17%) ECSS
9 1 (0.17%) IEC 61508
9 1 (0.17%) ISO 9001
9 1 (0.17%) MiFID
System Software
1 46 (8.01%) Docker
2 43 (7.49%) Firmware
3 23 (4.01%) Embedded Firmware
4 3 (0.52%) Slurm Workload Manager
5 2 (0.35%) Active Directory
6 1 (0.17%) Ceph
6 1 (0.17%) Hyper-V
6 1 (0.17%) Lustre
6 1 (0.17%) NFS
6 1 (0.17%) Samba
6 1 (0.17%) VMware ESXi
6 1 (0.17%) VMware Infrastructure
Systems Management
1 36 (6.27%) Kubernetes
2 5 (0.87%) Ansible
3 4 (0.70%) Kubeflow
4 3 (0.52%) Argo
4 3 (0.52%) Grafana
4 3 (0.52%) Prometheus
5 2 (0.35%) Functional Safety
6 1 (0.17%) Oracle ZFS
6 1 (0.17%) SCCM
6 1 (0.17%) SCOM
6 1 (0.17%) Tivoli Identity Manager
Vendors
1 29 (5.05%) Google
2 16 (2.79%) Xilinx
3 15 (2.61%) Microsoft
4 11 (1.92%) Altera
5 8 (1.39%) OpenAI
6 7 (1.22%) Screaming Frog
6 7 (1.22%) Thales
7 6 (1.05%) Ahrefs
7 6 (1.05%) Databricks
7 6 (1.05%) Intel
7 6 (1.05%) TikTok
8 5 (0.87%) Foundry
8 5 (0.87%) IBM
9 4 (0.70%) Sitebulb
10 3 (0.52%) Dynatrace
10 3 (0.52%) Splunk
11 2 (0.35%) Adobe
11 2 (0.35%) MathWorks
11 2 (0.35%) MicroStrategy
11 2 (0.35%) YouTube