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

6 months to
23 Aug 2026
Same period 2025 Same period 2024
Rank 343 223 139
Rank change year-on-year -120 -84 +153
Permanent jobs citing Algorithms 592 701 1,497
As % of all permanent jobs in the UK 0.55% 1.40% 1.80%
As % of the Miscellaneous category 2.10% 3.41% 5.54%
Number of salaries quoted 375 281 451
10th Percentile £33,750 £37,424 £39,500
25th Percentile £50,000 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £67,500 £63,000
Median % change year-on-year -3.70% +7.14% -13.10%
75th Percentile £80,625 £105,000 £80,000
90th Percentile £100,000 £125,000 £99,750
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 28,154 20,580 27,046
As % of all permanent jobs advertised in the UK 25.99% 41.20% 32.57%
Number of salaries quoted 17,672 10,397 15,660
10th Percentile £31,250 £28,750 £30,738
25th Percentile £41,250 £37,000 £41,500
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -8.73%
75th Percentile £80,000 £77,500 £80,000
90th Percentile £100,000 £103,000 £103,875
UK excluding London median annual salary £52,500 £47,500 £50,001
% 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 23 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 23 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 -78 549 £67,500 -3.57% 250
UK excluding London -106 369 £60,000 +4.35% 223
London -74 204 £90,000 -18.18% 61
Work from Home -41 162 £58,000 -17.85% 86
South East -37 127 £67,500 +8.87% 77
East of England +11 99 £65,000 +18.18% 44
North of England -29 51 £56,000 +12.00% 40
South West -58 44 £58,000 +26.43% 28
Midlands -29 26 £46,500 -22.50% 31
Yorkshire -28 22 £37,500 +7.14% 14
West Midlands -21 20 £46,500 -22.50% 11
Scotland -52 18 £39,500 -40.15% 10
North West -19 16 £60,625 +21.25% 13
North East -46 13 £60,000 -47.83% 15
East Midlands -33 5 £47,500 +75.93% 20
Wales -69 2 £39,500 -36.29% 2
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 (2.03%) Apache Spark
2 11 (1.86%) Jupyter
3 10 (1.69%) CMS
4 9 (1.52%) Apache Airflow
5 6 (1.01%) SAS
6 3 (0.51%) Apache
6 3 (0.51%) ArcGIS
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 (2.03%) Simulink
2 11 (1.86%) Chatbot
3 3 (0.51%) Blender
3 3 (0.51%) CATIA
3 3 (0.51%) Maya
4 2 (0.34%) Microsoft Excel
5 1 (0.17%) Microsoft Office
5 1 (0.17%) OrCAD
Business Applications
1 10 (1.69%) Towers Watson Igloo
2 1 (0.17%) Dynamics GP
Cloud Services
1 97 (16.39%) AWS
2 64 (10.81%) Azure
3 32 (5.41%) GCP
4 17 (2.87%) GitHub
5 15 (2.53%) SaaS
6 14 (2.36%) Google Analytics
7 13 (2.20%) Google Ads
8 12 (2.03%) Cloud Computing
9 10 (1.69%) Amazon ECS
9 10 (1.69%) Power Platform
10 8 (1.35%) Snowflake
11 7 (1.18%) Amazon EKS
12 6 (1.01%) Slack
13 5 (0.84%) Prefect
13 5 (0.84%) Vertex AI
13 5 (0.84%) Virtual Private Cloud
14 4 (0.68%) Azure Data Factory
15 3 (0.51%) Amazon SageMaker
15 3 (0.51%) AWS Lambda
15 3 (0.51%) Serverless
Communications & Networking
1 20 (3.38%) Broadband
2 13 (2.20%) Multicast
3 8 (1.35%) LTE
4 7 (1.18%) 3GPP
4 7 (1.18%) 5G
4 7 (1.18%) GSM
4 7 (1.18%) Radio Access Network
4 7 (1.18%) RANAP
4 7 (1.18%) SS7
4 7 (1.18%) UMTS
4 7 (1.18%) 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%) MQTT
8 1 (0.17%) X.509
Database & Business Intelligence
1 21 (3.55%) Metadata
2 20 (3.38%) PostgreSQL
3 14 (2.36%) Big Data
4 12 (2.03%) BigQuery
5 11 (1.86%) Elasticsearch
5 11 (1.86%) MongoDB
6 9 (1.52%) GIS
7 8 (1.35%) Power BI
8 7 (1.18%) Amazon RDS
9 5 (0.84%) NoSQL
10 4 (0.68%) Amazon Athena
10 4 (0.68%) Hadoop
10 4 (0.68%) MySQL
10 4 (0.68%) Redis
10 4 (0.68%) Relational Database
10 4 (0.68%) Tableau
11 3 (0.51%) Data Lake
11 3 (0.51%) Data Warehouse
11 3 (0.51%) QGIS
11 3 (0.51%) Spatial Data
Development Applications
1 71 (11.99%) Git
2 28 (4.73%) Visual Studio Code
3 20 (3.38%) Rational DOORS
4 17 (2.87%) GitLab
4 17 (2.87%) JIRA
5 13 (2.20%) Jenkins
6 7 (1.18%) GCC
6 7 (1.18%) 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
1 137 (23.14%) Finance
2 82 (13.85%) Social Skills
3 76 (12.84%) Analytical Skills
4 56 (9.46%) Inclusion and Diversity
5 51 (8.61%) Marketing
6 34 (5.74%) Banking
7 33 (5.57%) Retail
8 27 (4.56%) Electronics
9 24 (4.05%) Aerospace
9 24 (4.05%) Games
10 23 (3.89%) Law
11 19 (3.21%) Advertising
12 18 (3.04%) Front Office
13 16 (2.70%) Legal
14 14 (2.36%) Financial Institution
14 14 (2.36%) Manufacturing
15 11 (1.86%) Telecoms
16 9 (1.52%) Automotive
17 7 (1.18%) Investment Banking
18 6 (1.01%) Presentation Skills
Job Titles
1 161 (27.20%) Software Engineer
2 131 (22.13%) Senior
3 107 (18.07%) Developer
4 54 (9.12%) Lead
5 48 (8.11%) Senior Software Engineer
6 46 (7.77%) Python Developer
7 38 (6.42%) Senior Developer
8 37 (6.25%) Embedded Engineer
9 36 (6.08%) C++ Software Engineer
10 35 (5.91%) Data Scientist
11 26 (4.39%) Python Engineer
12 21 (3.55%) Systems Engineer
13 20 (3.38%) FPGA Engineer
14 19 (3.21%) Embedded Software Engineer
14 19 (3.21%) Python Software Engineer
14 19 (3.21%) Senior Embedded Engineer
15 18 (3.04%) Quantitative Developer
16 16 (2.70%) Senior Python Developer
16 16 (2.70%) SEO Specialist
17 15 (2.53%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 37 (6.25%) PyTorch
2 32 (5.41%) Boost C++ Libraries
2 32 (5.41%) NumPy
2 32 (5.41%) Pandas
3 26 (4.39%) React
4 25 (4.22%) TensorFlow
5 23 (3.89%) HTML
6 21 (3.55%) .NET
7 19 (3.21%) CSS
8 17 (2.87%) FIX Protocol
9 16 (2.70%) Terraform
10 15 (2.53%) REST
11 14 (2.36%) Django
11 14 (2.36%) Hugging Face
11 14 (2.36%) Kafka
11 14 (2.36%) Streamlit
12 13 (2.20%) pytest
12 13 (2.20%) scikit-learn
13 10 (1.69%) Google JAX
13 10 (1.69%) STL
Miscellaneous
1 89 (15.03%) Data Structures
2 41 (6.93%) Distributed Systems
3 37 (6.25%) Embedded Systems
4 34 (5.74%) Equities
5 28 (4.73%) FPGA
6 23 (3.89%) Robotics
7 21 (3.55%) VHDL
8 20 (3.38%) Product Ownership
9 19 (3.21%) Hedge funds
10 18 (3.04%) Management Information System
11 17 (2.87%) PCIe
12 14 (2.36%) Derivative
12 14 (2.36%) Fixed Income
12 14 (2.36%) Video\Live Streaming
13 12 (2.03%) Driving Licence
13 12 (2.03%) Greenfield Project
14 10 (1.69%) NVMe
14 10 (1.69%) Renewable Energy
14 10 (1.69%) Verilog
15 9 (1.52%) Public Cloud
Operating Systems
1 66 (11.15%) Linux
2 14 (2.36%) Windows
3 10 (1.69%) Embedded Linux
4 5 (0.84%) Windows Server 2008
4 5 (0.84%) Windows Server 2012
4 5 (0.84%) Windows Server 2016
4 5 (0.84%) 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
1 256 (43.24%) Software Engineering
2 173 (29.22%) AI
3 152 (25.68%) Computer Science
4 148 (25.00%) Machine Learning
5 105 (17.74%) Agile
5 105 (17.74%) Data Science
5 105 (17.74%) Problem-Solving
6 84 (14.19%) Analytics
7 72 (12.16%) Mathematics
8 71 (11.99%) CI/CD
9 61 (10.30%) Test Automation
10 60 (10.14%) Continuous Improvement
11 58 (9.80%) Signal Processing
12 57 (9.63%) Decision-Making
12 57 (9.63%) Mentoring
13 55 (9.29%) Validation
14 52 (8.78%) SDLC
15 51 (8.61%) Deep Learning
15 51 (8.61%) OOP
16 49 (8.28%) Low Latency
Programming Languages
1 322 (54.39%) Python
2 152 (25.68%) C++
3 57 (9.63%) C
4 52 (8.78%) C#
5 44 (7.43%) SQL
6 39 (6.59%) Java
7 26 (4.39%) TypeScript
8 25 (4.22%) MATLAB
9 24 (4.05%) JavaScript
10 22 (3.72%) Rust
11 18 (3.04%) Go
12 16 (2.70%) Embedded C++
13 13 (2.20%) Embedded C
14 12 (2.03%) Assembly Language
15 10 (1.69%) 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
1 158 (26.69%) Degree
2 73 (12.33%) Security Cleared
3 48 (8.11%) Computer Science Degree
4 39 (6.59%) SC Cleared
5 33 (5.57%) Master's Degree
6 29 (4.90%) DV Cleared
6 29 (4.90%) PhD
7 20 (3.38%) BPSS Clearance
8 19 (3.21%) AWS Certification
9 8 (1.35%) AWS Certified Cloud Practitioner
9 8 (1.35%) Numerate Degree
10 3 (0.51%) AWS Certified Solutions Architect
11 2 (0.34%) DBS Check
11 2 (0.34%) Microsoft Certification
12 1 (0.17%) HND
12 1 (0.17%) ITIL Certification
12 1 (0.17%) Microsoft Certified Professional
Quality Assurance & Compliance
1 35 (5.91%) QA
2 18 (3.04%) Accessibility
3 11 (1.86%) GDPR
4 9 (1.52%) Data Quality
4 9 (1.52%) ISO/IEC 15288
5 6 (1.01%) Automotive SPICE
5 6 (1.01%) ISO 26262
5 6 (1.01%) MISRA
5 6 (1.01%) MISRA C
6 5 (0.84%) 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 54 (9.12%) Docker
2 43 (7.26%) Firmware
3 22 (3.72%) Embedded Firmware
4 5 (0.84%) Active Directory
4 5 (0.84%) Hyper-V
4 5 (0.84%) VMware ESXi
4 5 (0.84%) VMware Infrastructure
5 2 (0.34%) Slurm Workload Manager
6 1 (0.17%) IAG
Systems Management
1 33 (5.57%) Kubernetes
2 6 (1.01%) Kubeflow
3 5 (0.84%) Ansible
3 5 (0.84%) SCCM
3 5 (0.84%) SCOM
3 5 (0.84%) 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 (7.94%) Google
2 23 (3.89%) Microsoft
3 12 (2.03%) Screaming Frog
4 11 (1.86%) IBM
4 11 (1.86%) Xilinx
5 10 (1.69%) Altera
6 9 (1.52%) Databricks
7 6 (1.01%) Ahrefs
7 6 (1.01%) Botify
8 5 (0.84%) Dell
8 5 (0.84%) HP
8 5 (0.84%) McAfee
8 5 (0.84%) OpenAI
8 5 (0.84%) TikTok
8 5 (0.84%) 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