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

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 332 224 133
Rank change year-on-year -108 -91 +143
Permanent jobs citing Algorithms 612 719 1,578
As % of all permanent jobs in the UK 0.57% 1.43% 1.91%
As % of the Miscellaneous category 2.19% 3.48% 5.81%
Number of salaries quoted 387 286 458
10th Percentile £33,750 £37,424 £39,175
25th Percentile £46,250 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £64,000
Median % change year-on-year - +1.56% -11.72%
75th Percentile £80,000 £103,750 £80,000
90th Percentile £100,000 £125,000 £99,825
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 27,933 20,678 27,183
As % of all permanent jobs advertised in the UK 26.08% 41.21% 32.83%
Number of salaries quoted 17,515 10,431 15,927
10th Percentile £31,083 £28,750 £30,250
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 £104,500 £102,500
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 17 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 17 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 -68 560 £65,000 -5.45% 807
UK excluding London -96 376 £60,000 +4.35% 408
London -83 210 £90,000 -18.18% 473
Work from Home -55 162 £58,000 -17.85% 296
South East -56 124 £68,750 +10.89% 103
East of England +3 94 £65,000 +18.18% 96
North of England -28 61 £41,982 -16.04% 76
South West -59 46 £56,000 +22.07% 49
Midlands -22 27 £37,500 -37.50% 35
Yorkshire -11 26 £37,500 +7.14% 24
West Midlands -8 21 £37,500 -37.50% 18
North West -22 20 £60,000 +20.00% 39
Scotland -54 20 £39,500 -40.15% 45
North East -50 15 £52,000 -54.78% 15
East Midlands -25 5 £47,500 +75.93% 17
Wales -75 2 £39,500 -39.23% 8
Northern Ireland - 2 £39,500 - 6

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 29 (4.74%) Jupyter
2 12 (1.96%) Apache Spark
3 11 (1.80%) CMS
4 9 (1.47%) Apache Airflow
4 9 (1.47%) ArcGIS
5 6 (0.98%) SAS
6 3 (0.49%) Apache
7 2 (0.33%) Apache Pulsar
7 2 (0.33%) Confluence
8 1 (0.16%) Kinematics
8 1 (0.16%) R Markdown
8 1 (0.16%) SharePoint
Applications
1 29 (4.74%) Chatbot
2 12 (1.96%) Simulink
3 3 (0.49%) Blender
3 3 (0.49%) CATIA
3 3 (0.49%) Maya
3 3 (0.49%) Microsoft Excel
4 2 (0.33%) Microsoft Office
5 1 (0.16%) Microsoft PowerPoint
5 1 (0.16%) OrCAD
Business Applications
1 10 (1.63%) Towers Watson Igloo
2 1 (0.16%) Dynamics GP
Cloud Services
1 123 (20.10%) AWS
2 71 (11.60%) Azure
3 34 (5.56%) GCP
4 30 (4.90%) Cloud Computing
5 18 (2.94%) GitHub
6 15 (2.45%) Google Analytics
6 15 (2.45%) SaaS
7 13 (2.12%) Google Ads
8 10 (1.63%) Amazon ECS
8 10 (1.63%) Power Platform
9 8 (1.31%) Amazon EKS
9 8 (1.31%) Snowflake
10 6 (0.98%) Slack
11 5 (0.82%) Prefect
11 5 (0.82%) Virtual Private Cloud
12 4 (0.65%) Azure Data Factory
12 4 (0.65%) Vertex AI
13 3 (0.49%) Amazon SageMaker
13 3 (0.49%) Collibra
13 3 (0.49%) Serverless
Communications & Networking
1 20 (3.27%) Broadband
2 13 (2.12%) Multicast
3 8 (1.31%) LTE
4 7 (1.14%) 3GPP
4 7 (1.14%) 5G
4 7 (1.14%) GSM
4 7 (1.14%) Radio Access Network
4 7 (1.14%) RANAP
4 7 (1.14%) SS7
4 7 (1.14%) UMTS
4 7 (1.14%) Wireshark
5 6 (0.98%) Software-Defined Radio
6 4 (0.65%) Internet
6 4 (0.65%) Wireless
7 3 (0.49%) Wi-Fi
8 2 (0.33%) Ethernet
8 2 (0.33%) Firewall
9 1 (0.16%) IPsec
9 1 (0.16%) RS-422
9 1 (0.16%) X.509
Database & Business Intelligence
1 23 (3.76%) Metadata
2 20 (3.27%) PostgreSQL
3 16 (2.61%) GIS
4 14 (2.29%) BigQuery
5 13 (2.12%) Big Data
5 13 (2.12%) Elasticsearch
6 11 (1.80%) MongoDB
7 10 (1.63%) QGIS
7 10 (1.63%) Spatial Data
8 8 (1.31%) Power BI
9 7 (1.14%) Amazon RDS
10 5 (0.82%) Amazon Athena
10 5 (0.82%) NoSQL
10 5 (0.82%) Relational Database
11 4 (0.65%) Hadoop
11 4 (0.65%) MySQL
11 4 (0.65%) Redis
11 4 (0.65%) Tableau
12 3 (0.49%) Data Mining
12 3 (0.49%) Data Warehouse
Development Applications
1 71 (11.60%) Git
2 46 (7.52%) Visual Studio Code
3 20 (3.27%) Rational DOORS
4 17 (2.78%) GitLab
4 17 (2.78%) JIRA
5 13 (2.12%) Jenkins
6 7 (1.14%) GCC
6 7 (1.14%) GDB
7 4 (0.65%) CMake
8 3 (0.49%) PetaLinux
8 3 (0.49%) Visual Studio
9 2 (0.33%) MLflow
9 2 (0.33%) Plastic SCM
9 2 (0.33%) TeamCity
10 1 (0.16%) Bitbucket
10 1 (0.16%) Rational Rhapsody
10 1 (0.16%) Valgrind
General
1 156 (25.49%) Finance
2 83 (13.56%) Social Skills
3 77 (12.58%) Analytical Skills
4 57 (9.31%) Inclusion and Diversity
5 53 (8.66%) Marketing
6 52 (8.50%) Retail
7 33 (5.39%) Banking
8 32 (5.23%) Manufacturing
9 27 (4.41%) Electronics
10 24 (3.92%) Aerospace
10 24 (3.92%) Games
11 23 (3.76%) Law
12 21 (3.43%) Advertising
13 19 (3.10%) Front Office
14 16 (2.61%) Legal
15 13 (2.12%) Financial Institution
16 11 (1.80%) Telecoms
17 10 (1.63%) Automotive
18 7 (1.14%) Investment Banking
19 6 (0.98%) Presentation Skills
Job Titles
1 160 (26.14%) Software Engineer
2 134 (21.90%) Senior
3 110 (17.97%) Developer
4 53 (8.66%) Lead
5 48 (7.84%) Senior Software Engineer
6 47 (7.68%) Python Developer
7 40 (6.54%) Senior Developer
8 39 (6.37%) Embedded Engineer
9 37 (6.05%) C++ Software Engineer
10 35 (5.72%) Data Scientist
11 26 (4.25%) Python Engineer
12 24 (3.92%) Artificial Intelligence Programmer
12 24 (3.92%) Programmer
13 23 (3.76%) Trainee
13 23 (3.76%) Trainee Programmer
14 21 (3.43%) FPGA Engineer
15 20 (3.27%) Embedded Software Engineer
15 20 (3.27%) Systems Engineer
16 19 (3.10%) Python Software Engineer
16 19 (3.10%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 50 (8.17%) NumPy
1 50 (8.17%) Pandas
2 43 (7.03%) PyTorch
3 33 (5.39%) Boost C++ Libraries
4 32 (5.23%) Hugging Face
4 32 (5.23%) Streamlit
5 31 (5.07%) scikit-learn
6 27 (4.41%) Matplotlib
7 26 (4.25%) React
8 24 (3.92%) TensorFlow
9 23 (3.76%) HTML
10 21 (3.43%) .NET
11 19 (3.10%) CSS
12 17 (2.78%) FIX Protocol
13 16 (2.61%) Django
14 15 (2.45%) REST
15 14 (2.29%) Kafka
16 13 (2.12%) pytest
17 10 (1.63%) Yocto
18 9 (1.47%) Node.js
Miscellaneous
1 91 (14.87%) Data Structures
2 44 (7.19%) Distributed Systems
3 37 (6.05%) Embedded Systems
4 35 (5.72%) Equities
5 29 (4.74%) FPGA
6 21 (3.43%) Product Ownership
6 21 (3.43%) Robotics
6 21 (3.43%) VHDL
7 20 (3.27%) Hedge funds
8 19 (3.10%) Management Information System
9 17 (2.78%) PCIe
10 14 (2.29%) Derivative
10 14 (2.29%) Fixed Income
10 14 (2.29%) Greenfield Project
10 14 (2.29%) Video\Live Streaming
11 12 (1.96%) Driving Licence
12 10 (1.63%) NVMe
12 10 (1.63%) Public Cloud
12 10 (1.63%) Renewable Energy
12 10 (1.63%) Verilog
Operating Systems
1 66 (10.78%) Linux
2 14 (2.29%) Windows
3 10 (1.63%) Embedded Linux
4 5 (0.82%) Windows Server 2008
4 5 (0.82%) Windows Server 2012
4 5 (0.82%) Windows Server 2016
4 5 (0.82%) Windows Server 2019
5 4 (0.65%) Robot Operating System
5 4 (0.65%) Windows Server
6 3 (0.49%) Unix
7 1 (0.16%) Android
7 1 (0.16%) Apple iOS
Processes & Methodologies
1 256 (41.83%) Software Engineering
2 189 (30.88%) AI
3 164 (26.80%) Machine Learning
4 155 (25.33%) Computer Science
5 112 (18.30%) Data Science
6 106 (17.32%) Problem-Solving
7 105 (17.16%) Agile
8 93 (15.20%) Analytics
9 71 (11.60%) CI/CD
9 71 (11.60%) Mathematics
10 70 (11.44%) OOP
11 67 (10.95%) OO
12 63 (10.29%) Visualisation
13 61 (9.97%) Continuous Improvement
13 61 (9.97%) Test Automation
13 61 (9.97%) Validation
14 60 (9.80%) Signal Processing
15 57 (9.31%) Mentoring
16 56 (9.15%) Decision-Making
17 53 (8.66%) SDLC
Programming Languages
1 347 (56.70%) Python
2 153 (25.00%) C++
3 59 (9.64%) C
4 51 (8.33%) C#
5 44 (7.19%) SQL
6 37 (6.05%) Java
7 26 (4.25%) TypeScript
8 25 (4.08%) MATLAB
9 22 (3.59%) JavaScript
9 22 (3.59%) Rust
10 17 (2.78%) Go
11 16 (2.61%) Embedded C++
12 13 (2.12%) Embedded C
13 12 (1.96%) Assembly Language
14 11 (1.80%) R
15 4 (0.65%) Bash
15 4 (0.65%) VBA
16 3 (0.49%) Fortran
16 3 (0.49%) Julia
17 2 (0.33%) Shell Script
Qualifications
1 159 (25.98%) Degree
2 70 (11.44%) Security Cleared
3 50 (8.17%) Computer Science Degree
4 38 (6.21%) AWS Certification
5 37 (6.05%) SC Cleared
6 34 (5.56%) Master's Degree
7 30 (4.90%) DV Cleared
8 28 (4.58%) PhD
9 26 (4.25%) AWS Certified Cloud Practitioner
10 20 (3.27%) BPSS Clearance
11 7 (1.14%) Numerate Degree
12 3 (0.49%) AWS Certified Solutions Architect
13 2 (0.33%) DBS Check
13 2 (0.33%) Microsoft Certification
14 1 (0.16%) HND
14 1 (0.16%) ITIL Certification
14 1 (0.16%) Microsoft Certified Professional
Quality Assurance & Compliance
1 40 (6.54%) QA
2 24 (3.92%) Accessibility
3 12 (1.96%) GDPR
4 10 (1.63%) Data Quality
5 9 (1.47%) ISO/IEC 15288
6 6 (0.98%) Automotive SPICE
6 6 (0.98%) ISO 26262
6 6 (0.98%) MISRA
6 6 (0.98%) MISRA C
7 4 (0.65%) Actionable Recommendations
7 4 (0.65%) ISO/IEC 12207
8 1 (0.16%) AUTOSAR
8 1 (0.16%) EMIR
8 1 (0.16%) ISO 9001
8 1 (0.16%) MiFID
System Software
1 53 (8.66%) Docker
2 43 (7.03%) Firmware
3 22 (3.59%) Embedded Firmware
4 5 (0.82%) Active Directory
4 5 (0.82%) Hyper-V
4 5 (0.82%) VMware ESXi
4 5 (0.82%) VMware Infrastructure
5 2 (0.33%) Slurm Workload Manager
6 1 (0.16%) IAG
Systems Management
1 33 (5.39%) Kubernetes
2 17 (2.78%) Terraform
3 6 (0.98%) Kubeflow
4 5 (0.82%) Ansible
4 5 (0.82%) SCCM
4 5 (0.82%) SCOM
4 5 (0.82%) Tivoli Identity Manager
5 3 (0.49%) Argo
5 3 (0.49%) Grafana
5 3 (0.49%) Prometheus
6 1 (0.16%) Functional Safety
Vendors
1 51 (8.33%) Google
2 41 (6.70%) Microsoft
3 12 (1.96%) Screaming Frog
4 11 (1.80%) IBM
4 11 (1.80%) Xilinx
5 10 (1.63%) Altera
6 9 (1.47%) Databricks
7 6 (0.98%) Ahrefs
7 6 (0.98%) Botify
8 5 (0.82%) Dell
8 5 (0.82%) HP
8 5 (0.82%) McAfee
8 5 (0.82%) OpenAI
8 5 (0.82%) TikTok
8 5 (0.82%) VMware
9 4 (0.65%) Foundry
10 3 (0.49%) Dynatrace
10 3 (0.49%) Rockwell
10 3 (0.49%) Sitebulb
10 3 (0.49%) Splunk