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

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 354 242 161
Rank change year-on-year -112 -81 +143
Permanent jobs citing Algorithms 581 652 1,261
As % of all permanent jobs in the UK 0.50% 1.32% 1.61%
As % of the Miscellaneous category 1.91% 3.20% 5.01%
Number of salaries quoted 363 255 426
10th Percentile £34,250 £37,424 £39,500
25th Percentile £52,250 £47,500 £50,030
Median annual salary (50th Percentile) £65,000 £70,000 £65,000
Median % change year-on-year -7.14% +7.69% -10.34%
75th Percentile £80,000 £105,625 £82,500
90th Percentile £99,500 £132,000 £100,000
UK excluding London median annual salary £65,000 £57,500 £60,000
% change year-on-year +13.04% -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 30,395 20,348 25,189
As % of all permanent jobs advertised in the UK 26.37% 41.17% 32.24%
Number of salaries quoted 18,904 10,220 13,115
10th Percentile £31,000 £28,750 £31,250
25th Percentile £41,000 £36,925 £43,116
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% -4.00%
75th Percentile £80,000 £77,500 £82,500
90th Percentile £100,000 £105,000 £109,500
UK excluding London median annual salary £52,500 £47,500 £52,500
% change year-on-year +10.53% -9.52% -4.55%

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 18 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 18 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 -81 545 £67,500 -4.39% 1,489
UK excluding London -90 390 £65,000 +13.04% 698
London -115 177 £82,500 -24.14% 876
Work from Home -30 148 £58,000 -17.85% 481
South East -12 146 £70,000 +12.90% 199
East of England +13 109 £65,000 +18.18% 145
North of England -42 47 £52,000 +15.56% 98
South West -77 42 £60,000 -4.12% 93
Midlands -36 25 £67,500 +12.50% 70
Yorkshire -31 22 £32,500 -7.14% 24
West Midlands -35 18 £67,500 +22.73% 41
Scotland -55 17 £39,500 -31.30% 73
North East -58 13 £60,000 -47.83% 19
North West -15 12 £60,000 +33.33% 57
East Midlands -41 7 £81,250 +78.57% 29
Wales -74 2 £39,500 -43.00% 13
Northern Ireland - 2 £39,500 - 15

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 14 (2.41%) Apache Spark
2 6 (1.03%) SAS
3 5 (0.86%) Apache Airflow
3 5 (0.86%) CMS
4 4 (0.69%) Jupyter
5 3 (0.52%) Apache
6 2 (0.34%) Apache Pulsar
7 1 (0.17%) Kinematics
7 1 (0.17%) R Markdown
7 1 (0.17%) WordPress
Applications
1 17 (2.93%) Simulink
2 4 (0.69%) Chatbot
3 3 (0.52%) Blender
3 3 (0.52%) CATIA
3 3 (0.52%) Mathematica
3 3 (0.52%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Adobe Premiere
5 1 (0.17%) Microsoft Office
Business Applications
1 10 (1.72%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
2 1 (0.17%) Shopify
Cloud Services
1 74 (12.74%) AWS
2 55 (9.47%) Azure
3 28 (4.82%) GCP
4 17 (2.93%) GitHub
5 16 (2.75%) Google Analytics
6 14 (2.41%) Google Ads
7 12 (2.07%) Amazon ECS
7 12 (2.07%) SaaS
8 9 (1.55%) Cloud Computing
9 8 (1.38%) Power Platform
9 8 (1.38%) Snowflake
10 5 (0.86%) Slack
10 5 (0.86%) Vertex AI
10 5 (0.86%) Virtual Private Cloud
11 4 (0.69%) Amazon EKS
11 4 (0.69%) AWS Lambda
11 4 (0.69%) Azure Data Factory
11 4 (0.69%) Serverless
12 3 (0.52%) Amazon SageMaker
12 3 (0.52%) Azure DevOps
Communications & Networking
1 13 (2.24%) Broadband
2 11 (1.89%) Multicast
2 11 (1.89%) Wireless
3 9 (1.55%) 5G
3 9 (1.55%) LTE
4 7 (1.20%) 3GPP
4 7 (1.20%) GSM
4 7 (1.20%) Radio Access Network
4 7 (1.20%) RANAP
4 7 (1.20%) Software-Defined Radio
4 7 (1.20%) SS7
4 7 (1.20%) UMTS
4 7 (1.20%) Wireshark
5 3 (0.52%) Internet
5 3 (0.52%) Wi-Fi
6 2 (0.34%) Firewall
7 1 (0.17%) Ethernet
7 1 (0.17%) FIX Connectivity
7 1 (0.17%) MQTT
7 1 (0.17%) RS-422
Database & Business Intelligence
1 20 (3.44%) Metadata
2 18 (3.10%) Big Data
3 15 (2.58%) PostgreSQL
4 8 (1.38%) Amazon RDS
4 8 (1.38%) Power BI
5 6 (1.03%) BigQuery
5 6 (1.03%) GIS
6 5 (0.86%) Elasticsearch
6 5 (0.86%) MongoDB
6 5 (0.86%) MySQL
6 5 (0.86%) NoSQL
6 5 (0.86%) Relational Database
7 4 (0.69%) Hadoop
7 4 (0.69%) KDB
7 4 (0.69%) Redis
7 4 (0.69%) Tableau
8 3 (0.52%) Data Lake
8 3 (0.52%) Data Warehouse
8 3 (0.52%) DynamoDB
9 2 (0.34%) Pinecone
Development Applications
1 68 (11.70%) Git
2 21 (3.61%) Visual Studio Code
3 20 (3.44%) Rational DOORS
4 17 (2.93%) GitLab
5 13 (2.24%) Jenkins
5 13 (2.24%) JIRA
6 7 (1.20%) GCC
6 7 (1.20%) GDB
7 4 (0.69%) CMake
7 4 (0.69%) MLflow
7 4 (0.69%) PetaLinux
8 3 (0.52%) Visual Studio
9 2 (0.34%) Plastic SCM
9 2 (0.34%) TeamCity
10 1 (0.17%) QUnit
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 117 (20.14%) Finance
2 92 (15.83%) Social Skills
3 65 (11.19%) Analytical Skills
4 59 (10.15%) Inclusion and Diversity
5 48 (8.26%) Marketing
6 36 (6.20%) Banking
7 30 (5.16%) Aerospace
8 27 (4.65%) Electronics
9 26 (4.48%) Retail
10 24 (4.13%) Law
11 23 (3.96%) Advertising
12 15 (2.58%) Front Office
13 13 (2.24%) Financial Institution
13 13 (2.24%) Telecoms
14 12 (2.07%) Games
15 11 (1.89%) Legal
16 8 (1.38%) Automotive
16 8 (1.38%) Manufacturing
17 7 (1.20%) Investment Banking
18 6 (1.03%) Military
Job Titles
1 155 (26.68%) Software Engineer
2 124 (21.34%) Senior
3 87 (14.97%) Developer
4 62 (10.67%) Lead
5 47 (8.09%) Senior Software Engineer
6 39 (6.71%) Embedded Engineer
7 38 (6.54%) Data Scientist
8 33 (5.68%) Python Developer
9 32 (5.51%) C++ Software Engineer
10 31 (5.34%) Senior Developer
11 25 (4.30%) Python Engineer
12 23 (3.96%) FPGA Engineer
13 20 (3.44%) Embedded Software Engineer
13 20 (3.44%) Senior Embedded Engineer
13 20 (3.44%) Systems Engineer
14 18 (3.10%) Python Software Engineer
15 17 (2.93%) SEO Specialist
16 15 (2.58%) Principal Engineer
17 14 (2.41%) Quantitative Developer
17 14 (2.41%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (5.51%) PyTorch
2 28 (4.82%) .NET
3 26 (4.48%) Boost C++ Libraries
3 26 (4.48%) HTML
3 26 (4.48%) React
4 23 (3.96%) CSS
5 22 (3.79%) TensorFlow
6 20 (3.44%) NumPy
6 20 (3.44%) Pandas
7 15 (2.58%) FIX Protocol
8 14 (2.41%) Kafka
8 14 (2.41%) STL
8 14 (2.41%) Terraform
9 12 (2.07%) Yocto
10 11 (1.89%) pytest
11 9 (1.55%) Hugging Face
11 9 (1.55%) Node.js
11 9 (1.55%) REST
12 8 (1.38%) Django
12 8 (1.38%) FastAPI
Miscellaneous
1 81 (13.94%) Data Structures
2 43 (7.40%) Embedded Systems
3 38 (6.54%) FPGA
4 32 (5.51%) Distributed Systems
5 30 (5.16%) Robotics
6 29 (4.99%) Equities
7 22 (3.79%) VHDL
8 20 (3.44%) PCIe
9 17 (2.93%) Product Ownership
10 15 (2.58%) Hedge funds
11 14 (2.41%) Management Information System
12 13 (2.24%) Fixed Income
13 12 (2.07%) Derivative
13 12 (2.07%) Verilog
14 11 (1.89%) Cloud Native
15 10 (1.72%) NVMe
15 10 (1.72%) Renewable Energy
16 9 (1.55%) Driving Licence
17 8 (1.38%) SCADA
18 7 (1.20%) Greenfield Project
Operating Systems
1 61 (10.50%) Linux
2 15 (2.58%) Windows
3 14 (2.41%) 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 2 (0.34%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 246 (42.34%) Software Engineering
2 177 (30.46%) AI
3 153 (26.33%) Machine Learning
4 143 (24.61%) Computer Science
5 105 (18.07%) Agile
6 102 (17.56%) Problem-Solving
7 101 (17.38%) Data Science
8 83 (14.29%) Mathematics
9 80 (13.77%) Analytics
10 73 (12.56%) CI/CD
11 63 (10.84%) Decision-Making
12 61 (10.50%) Signal Processing
13 58 (9.98%) Mentoring
14 57 (9.81%) Continuous Improvement
15 54 (9.29%) Test Automation
15 54 (9.29%) Validation
16 47 (8.09%) Deep Learning
17 44 (7.57%) Low Latency
18 43 (7.40%) Physics
18 43 (7.40%) Roadmaps
Programming Languages
1 300 (51.64%) Python
2 162 (27.88%) C++
3 62 (10.67%) C
4 61 (10.50%) C#
5 50 (8.61%) SQL
6 44 (7.57%) Java
7 38 (6.54%) MATLAB
8 27 (4.65%) JavaScript
9 24 (4.13%) TypeScript
10 19 (3.27%) Embedded C++
10 19 (3.27%) Rust
11 16 (2.75%) Embedded C
12 13 (2.24%) Go
13 12 (2.07%) Assembly Language
14 9 (1.55%) R
15 3 (0.52%) Fortran
15 3 (0.52%) Julia
15 3 (0.52%) SystemVerilog
15 3 (0.52%) VBA
16 2 (0.34%) Bash
Qualifications
1 166 (28.57%) Degree
2 85 (14.63%) Security Cleared
3 45 (7.75%) SC Cleared
4 44 (7.57%) Computer Science Degree
5 43 (7.40%) Master's Degree
6 36 (6.20%) PhD
7 30 (5.16%) DV Cleared
8 20 (3.44%) BPSS Clearance
9 12 (2.07%) AWS Certification
10 8 (1.38%) Numerate Degree
11 6 (1.03%) DBS Check
12 3 (0.52%) AWS Certified Solutions Architect
13 2 (0.34%) CISSP
13 2 (0.34%) 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 33 (5.68%) QA
2 15 (2.58%) Accessibility
3 12 (2.07%) GDPR
4 11 (1.89%) Data Quality
5 9 (1.55%) ISO/IEC 15288
6 6 (1.03%) Automotive SPICE
6 6 (1.03%) ISO 26262
6 6 (1.03%) MISRA
6 6 (1.03%) MISRA C
7 5 (0.86%) Actionable Recommendations
8 4 (0.69%) ISO/IEC 12207
9 2 (0.34%) ISO/IEC 27001
9 2 (0.34%) NIST
9 2 (0.34%) PCI DSS
10 1 (0.17%) ISO 9001
10 1 (0.17%) MiFID
System Software
1 49 (8.43%) Docker
2 41 (7.06%) Firmware
3 22 (3.79%) 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 34 (5.85%) Kubernetes
2 5 (0.86%) Ansible
2 5 (0.86%) Kubeflow
2 5 (0.86%) SCCM
2 5 (0.86%) SCOM
2 5 (0.86%) Tivoli Identity Manager
3 3 (0.52%) Argo
3 3 (0.52%) Grafana
3 3 (0.52%) Prometheus
4 1 (0.17%) Functional Safety
Vendors
1 35 (6.02%) Google
2 16 (2.75%) Microsoft
3 11 (1.89%) IBM
3 11 (1.89%) Screaming Frog
3 11 (1.89%) Xilinx
4 10 (1.72%) Altera
5 7 (1.20%) Ahrefs
5 7 (1.20%) OpenAI
6 6 (1.03%) TikTok
7 5 (0.86%) Databricks
7 5 (0.86%) Dell
7 5 (0.86%) HP
7 5 (0.86%) McAfee
7 5 (0.86%) Thales
7 5 (0.86%) VMware
8 4 (0.69%) Foundry
8 4 (0.69%) Sitebulb
9 3 (0.52%) Dynatrace
9 3 (0.52%) Rockwell
9 3 (0.52%) Splunk