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

6 months to
21 Aug 2026
Same period 2025 Same period 2024
Rank 343 220 137
Rank change year-on-year -123 -83 +149
Permanent jobs citing Algorithms 588 709 1,518
As % of all permanent jobs in the UK 0.55% 1.42% 1.83%
As % of the Miscellaneous category 2.10% 3.45% 5.58%
Number of salaries quoted 371 284 454
10th Percentile £33,750 £37,424 £39,325
25th Percentile £49,805 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £70,000 £64,000
Median % change year-on-year -7.14% +9.38% -10.80%
75th Percentile £81,250 £105,000 £80,000
90th Percentile £100,000 £126,750 £99,925
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 28,002 20,577 27,187
As % of all permanent jobs advertised in the UK 26.02% 41.26% 32.69%
Number of salaries quoted 17,577 10,358 15,777
10th Percentile £31,125 £28,750 £30,500
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -10.16%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £102,500 £103,750
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 21 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 21 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 -77 543 £67,500 -3.98% 244
UK excluding London -107 362 £60,000 +4.35% 204
London -93 205 £90,000 -18.18% 66
Work from Home -41 161 £58,000 -17.85% 76
South East -43 124 £67,500 +8.87% 67
East of England +5 95 £65,000 +18.18% 43
North of England -27 51 £56,000 +12.00% 39
South West -55 44 £58,000 +26.43% 25
Midlands -36 26 £40,250 -32.92% 28
Yorkshire -24 22 £37,500 +7.14% 14
West Midlands -25 20 £40,250 -32.92% 11
Scotland -50 18 £39,500 -46.98% 8
North West -29 16 £60,625 +21.25% 13
North East -44 13 £60,000 -47.83% 14
East Midlands -25 5 £47,500 +75.93% 17
Wales -67 2 £39,500 -39.23% 1
Northern Ireland - 2 £39,500 - 1

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 (2.04%) Apache Spark
1 12 (2.04%) Jupyter
2 10 (1.70%) CMS
3 9 (1.53%) Apache Airflow
4 6 (1.02%) SAS
5 5 (0.85%) ArcGIS
6 3 (0.51%) 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
Applications
1 12 (2.04%) Chatbot
1 12 (2.04%) Simulink
2 3 (0.51%) Blender
2 3 (0.51%) CATIA
2 3 (0.51%) Maya
3 2 (0.34%) Microsoft Excel
4 1 (0.17%) Microsoft Office
4 1 (0.17%) OrCAD
Business Applications
1 10 (1.70%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
Cloud Services
1 99 (16.84%) AWS
2 65 (11.05%) Azure
3 32 (5.44%) GCP
4 17 (2.89%) GitHub
5 15 (2.55%) SaaS
6 14 (2.38%) Google Analytics
7 13 (2.21%) Cloud Computing
7 13 (2.21%) Google Ads
8 10 (1.70%) Amazon ECS
8 10 (1.70%) Power Platform
9 8 (1.36%) Snowflake
10 7 (1.19%) Amazon EKS
11 6 (1.02%) Slack
12 5 (0.85%) Prefect
12 5 (0.85%) Vertex AI
12 5 (0.85%) Virtual Private Cloud
13 4 (0.68%) Azure Data Factory
14 3 (0.51%) Amazon SageMaker
14 3 (0.51%) AWS Lambda
14 3 (0.51%) Serverless
Communications & Networking
1 20 (3.40%) Broadband
2 13 (2.21%) Multicast
3 8 (1.36%) LTE
4 7 (1.19%) 3GPP
4 7 (1.19%) 5G
4 7 (1.19%) GSM
4 7 (1.19%) Radio Access Network
4 7 (1.19%) RANAP
4 7 (1.19%) SS7
4 7 (1.19%) UMTS
4 7 (1.19%) Wireshark
5 4 (0.68%) Internet
5 4 (0.68%) Software-Defined Radio
5 4 (0.68%) Wireless
6 3 (0.51%) 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 21 (3.57%) Metadata
2 20 (3.40%) PostgreSQL
3 14 (2.38%) Big Data
4 12 (2.04%) BigQuery
5 11 (1.87%) Elasticsearch
5 11 (1.87%) GIS
5 11 (1.87%) MongoDB
6 8 (1.36%) Power BI
7 7 (1.19%) Amazon RDS
8 5 (0.85%) NoSQL
8 5 (0.85%) QGIS
8 5 (0.85%) Spatial Data
9 4 (0.68%) Amazon Athena
9 4 (0.68%) Hadoop
9 4 (0.68%) MySQL
9 4 (0.68%) Redis
9 4 (0.68%) Relational Database
9 4 (0.68%) Tableau
10 3 (0.51%) Data Warehouse
10 3 (0.51%) KDB
Development Applications
1 70 (11.90%) Git
2 29 (4.93%) Visual Studio Code
3 20 (3.40%) Rational DOORS
4 17 (2.89%) GitLab
4 17 (2.89%) JIRA
5 13 (2.21%) Jenkins
6 7 (1.19%) GCC
6 7 (1.19%) GDB
7 4 (0.68%) CMake
8 3 (0.51%) PetaLinux
8 3 (0.51%) Visual Studio
9 2 (0.34%) MLflow
9 2 (0.34%) Plastic SCM
9 2 (0.34%) TeamCity
10 1 (0.17%) Bitbucket
10 1 (0.17%) Rational Rhapsody
10 1 (0.17%) Valgrind
General
1 139 (23.64%) Finance
2 80 (13.61%) Social Skills
3 76 (12.93%) Analytical Skills
4 56 (9.52%) Inclusion and Diversity
5 51 (8.67%) Marketing
6 34 (5.78%) Banking
6 34 (5.78%) Retail
7 27 (4.59%) Electronics
8 24 (4.08%) Aerospace
8 24 (4.08%) Games
9 23 (3.91%) Law
10 19 (3.23%) Advertising
11 18 (3.06%) Front Office
12 16 (2.72%) Legal
13 15 (2.55%) Manufacturing
14 14 (2.38%) Financial Institution
15 11 (1.87%) Telecoms
16 9 (1.53%) Automotive
17 7 (1.19%) Investment Banking
18 6 (1.02%) Presentation Skills
Job Titles
1 159 (27.04%) Software Engineer
2 131 (22.28%) Senior
3 107 (18.20%) Developer
4 53 (9.01%) Lead
5 48 (8.16%) Senior Software Engineer
6 46 (7.82%) Python Developer
7 38 (6.46%) Senior Developer
8 37 (6.29%) C++ Software Engineer
8 37 (6.29%) Embedded Engineer
9 35 (5.95%) Data Scientist
10 26 (4.42%) Python Engineer
11 20 (3.40%) FPGA Engineer
11 20 (3.40%) Systems Engineer
12 19 (3.23%) Embedded Software Engineer
12 19 (3.23%) Python Software Engineer
12 19 (3.23%) Senior Embedded Engineer
13 18 (3.06%) Quantitative Developer
14 16 (2.72%) Senior Python Developer
14 16 (2.72%) SEO Specialist
15 15 (2.55%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 38 (6.46%) PyTorch
2 33 (5.61%) NumPy
2 33 (5.61%) Pandas
3 32 (5.44%) Boost C++ Libraries
4 25 (4.25%) React
5 24 (4.08%) TensorFlow
6 23 (3.91%) HTML
7 21 (3.57%) .NET
8 19 (3.23%) CSS
9 17 (2.89%) FIX Protocol
10 16 (2.72%) Terraform
11 15 (2.55%) Hugging Face
11 15 (2.55%) REST
11 15 (2.55%) Streamlit
12 14 (2.38%) Django
12 14 (2.38%) Kafka
12 14 (2.38%) scikit-learn
13 13 (2.21%) pytest
14 10 (1.70%) Matplotlib
14 10 (1.70%) Yocto
Miscellaneous
1 89 (15.14%) Data Structures
2 42 (7.14%) Distributed Systems
3 37 (6.29%) Embedded Systems
4 34 (5.78%) Equities
5 28 (4.76%) FPGA
6 21 (3.57%) Robotics
6 21 (3.57%) VHDL
7 20 (3.40%) Product Ownership
8 19 (3.23%) Hedge funds
9 18 (3.06%) Management Information System
10 17 (2.89%) PCIe
11 14 (2.38%) Derivative
11 14 (2.38%) Fixed Income
11 14 (2.38%) Video\Live Streaming
12 12 (2.04%) Driving Licence
12 12 (2.04%) Greenfield Project
13 10 (1.70%) NVMe
13 10 (1.70%) Renewable Energy
13 10 (1.70%) Verilog
14 9 (1.53%) Public Cloud
Operating Systems
1 66 (11.22%) Linux
2 14 (2.38%) Windows
3 10 (1.70%) Embedded Linux
4 5 (0.85%) Windows Server 2008
4 5 (0.85%) Windows Server 2012
4 5 (0.85%) Windows Server 2016
4 5 (0.85%) Windows Server 2019
5 4 (0.68%) Robot Operating System
5 4 (0.68%) Windows Server
6 3 (0.51%) Unix
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
Processes & Methodologies
1 251 (42.69%) Software Engineering
2 172 (29.25%) AI
3 152 (25.85%) Computer Science
4 148 (25.17%) Machine Learning
5 107 (18.20%) Data Science
6 105 (17.86%) Problem-Solving
7 104 (17.69%) Agile
8 86 (14.63%) Analytics
9 71 (12.07%) Mathematics
10 70 (11.90%) CI/CD
11 60 (10.20%) Test Automation
12 58 (9.86%) Continuous Improvement
12 58 (9.86%) Signal Processing
13 57 (9.69%) Validation
14 56 (9.52%) Decision-Making
14 56 (9.52%) Mentoring
15 52 (8.84%) OOP
16 51 (8.67%) SDLC
17 49 (8.33%) Deep Learning
17 49 (8.33%) Low Latency
Programming Languages
1 321 (54.59%) Python
2 150 (25.51%) C++
3 57 (9.69%) C
4 51 (8.67%) C#
5 44 (7.48%) SQL
6 38 (6.46%) Java
7 25 (4.25%) TypeScript
8 24 (4.08%) MATLAB
9 23 (3.91%) JavaScript
10 22 (3.74%) Rust
11 17 (2.89%) Go
12 16 (2.72%) Embedded C++
13 13 (2.21%) Embedded C
14 12 (2.04%) Assembly Language
15 10 (1.70%) R
16 4 (0.68%) Bash
16 4 (0.68%) VBA
17 3 (0.51%) Fortran
17 3 (0.51%) Julia
18 2 (0.34%) Shell Script
Qualifications
1 156 (26.53%) Degree
2 70 (11.90%) Security Cleared
3 48 (8.16%) Computer Science Degree
4 38 (6.46%) SC Cleared
5 33 (5.61%) Master's Degree
6 29 (4.93%) DV Cleared
7 28 (4.76%) PhD
8 20 (3.40%) AWS Certification
8 20 (3.40%) BPSS Clearance
9 9 (1.53%) AWS Certified Cloud Practitioner
10 8 (1.36%) Numerate Degree
11 3 (0.51%) 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 36 (6.12%) QA
2 20 (3.40%) Accessibility
3 11 (1.87%) GDPR
4 9 (1.53%) Data Quality
4 9 (1.53%) ISO/IEC 15288
5 6 (1.02%) Automotive SPICE
5 6 (1.02%) ISO 26262
5 6 (1.02%) MISRA
5 6 (1.02%) MISRA C
6 5 (0.85%) Actionable Recommendations
7 4 (0.68%) ISO/IEC 12207
8 1 (0.17%) AUTOSAR
8 1 (0.17%) EMIR
8 1 (0.17%) ISO 9001
8 1 (0.17%) MiFID
System Software
1 53 (9.01%) Docker
2 43 (7.31%) Firmware
3 22 (3.74%) Embedded Firmware
4 5 (0.85%) Active Directory
4 5 (0.85%) Hyper-V
4 5 (0.85%) VMware ESXi
4 5 (0.85%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.61%) Kubernetes
2 6 (1.02%) Kubeflow
3 5 (0.85%) Ansible
3 5 (0.85%) SCCM
3 5 (0.85%) SCOM
3 5 (0.85%) Tivoli Identity Manager
4 3 (0.51%) Argo
4 3 (0.51%) Grafana
4 3 (0.51%) Prometheus
5 1 (0.17%) Functional Safety
Vendors
1 47 (7.99%) Google
2 24 (4.08%) Microsoft
3 12 (2.04%) Screaming Frog
4 11 (1.87%) IBM
4 11 (1.87%) Xilinx
5 10 (1.70%) Altera
6 9 (1.53%) Databricks
7 6 (1.02%) Ahrefs
7 6 (1.02%) Botify
8 5 (0.85%) Dell
8 5 (0.85%) HP
8 5 (0.85%) McAfee
8 5 (0.85%) OpenAI
8 5 (0.85%) TikTok
8 5 (0.85%) VMware
9 4 (0.68%) Foundry
9 4 (0.68%) Sitebulb
10 3 (0.51%) Dynatrace
10 3 (0.51%) Rockwell
10 3 (0.51%) Splunk