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

6 months to
15 Jun 2026
Same period 2025 Same period 2024
Rank 305 199 123
Rank change year-on-year -106 -76 +76
Permanent jobs citing Algorithms 562 780 2,276
As % of all permanent jobs in the UK 0.60% 1.75% 2.11%
As % of the Miscellaneous category 2.38% 4.08% 6.24%
Number of salaries quoted 369 290 753
10th Percentile £33,750 £38,725 £38,750
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -13.79%
75th Percentile £90,000 £96,875 £82,500
90th Percentile £106,250 £122,500 £100,000
UK excluding London median annual salary £60,000 £60,000 £60,000

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 23,565 19,131 36,489
As % of all permanent jobs advertised in the UK 25.29% 42.95% 33.81%
Number of salaries quoted 14,989 9,043 23,519
10th Percentile £30,000 £29,800 £28,202
25th Percentile £41,250 £40,000 £38,527
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,250 £50,000 £50,000
% change year-on-year +2.50% - -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 15 June 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 June 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 -91 514 £67,250 +3.46% 250
UK excluding London -102 324 £60,000 - 206
London -56 209 £95,000 -13.64% 76
Work from Home -96 128 £60,000 - 102
South East -45 112 £67,500 +8.87% 62
North of England -14 67 £37,500 -56.01% 41
East of England -23 55 £65,000 +19.27% 41
South West -92 42 £60,000 +20.00% 39
Midlands -18 32 £40,250 -32.92% 20
North West -10 31 £37,500 -56.88% 19
West Midlands -8 24 £37,500 -37.50% 11
Yorkshire -17 21 £37,500 -47.91% 10
North East -35 15 £52,000 -54.78% 12
Scotland -58 12 £39,500 -31.30% 7
East Midlands -24 7 £57,500 -4.17% 9
Wales -61 2 £39,500 -39.23% 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 56 (9.96%) Jupyter
2 20 (3.56%) ArcGIS
3 9 (1.60%) Apache Spark
3 9 (1.60%) CMS
4 8 (1.42%) Apache Airflow
5 6 (1.07%) SAS
6 3 (0.53%) IIS
7 2 (0.36%) Apache Pulsar
7 2 (0.36%) Confluence
8 1 (0.18%) Apache
8 1 (0.18%) Drupal
8 1 (0.18%) Kinematics
8 1 (0.18%) SharePoint
Applications
1 55 (9.79%) Chatbot
2 12 (2.14%) Simulink
3 3 (0.53%) Blender
3 3 (0.53%) CATIA
3 3 (0.53%) Maya
3 3 (0.53%) Microsoft Excel
4 2 (0.36%) Microsoft Office
4 2 (0.36%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.14%) Towers Watson Igloo
2 1 (0.18%) Distributed Ledger
2 1 (0.18%) Salesforce CRM
Cloud Services
1 147 (26.16%) AWS
2 76 (13.52%) Azure
3 61 (10.85%) Cloud Computing
4 34 (6.05%) GCP
5 19 (3.38%) GitHub
6 17 (3.02%) Google Analytics
7 15 (2.67%) SaaS
8 8 (1.42%) Power Platform
8 8 (1.42%) Slack
9 7 (1.25%) Amazon EKS
10 6 (1.07%) Amazon ECS
10 6 (1.07%) Azure Machine Learning
11 5 (0.89%) Google Ads
11 5 (0.89%) Prefect
11 5 (0.89%) Virtual Private Cloud
12 3 (0.53%) AWS Lambda
12 3 (0.53%) Azure Data Factory
12 3 (0.53%) Serverless
12 3 (0.53%) Snowflake
12 3 (0.53%) Vertex AI
Communications & Networking
1 23 (4.09%) Broadband
2 18 (3.20%) Multicast
3 6 (1.07%) 5G
3 6 (1.07%) Ethernet
3 6 (1.07%) Software-Defined Radio
4 4 (0.71%) Internet
5 3 (0.53%) Wi-Fi
6 2 (0.36%) Firewall
7 1 (0.18%) FIX Connectivity
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) Network Security
7 1 (0.18%) RS-422
7 1 (0.18%) TCP/IP
7 1 (0.18%) Wireless
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.80%) GIS
2 22 (3.91%) BigQuery
3 21 (3.74%) Elasticsearch
3 21 (3.74%) QGIS
3 21 (3.74%) Spatial Data
4 20 (3.56%) Metadata
4 20 (3.56%) PostgreSQL
5 17 (3.02%) Big Data
6 12 (2.14%) MongoDB
7 9 (1.60%) NoSQL
8 7 (1.25%) Tableau
9 6 (1.07%) Amazon RDS
9 6 (1.07%) Hadoop
9 6 (1.07%) Power BI
10 5 (0.89%) Amazon Athena
11 4 (0.71%) Data Mining
12 3 (0.53%) DynamoDB
12 3 (0.53%) MySQL
12 3 (0.53%) Redis
12 3 (0.53%) Relational Database
Development Applications
1 75 (13.35%) Visual Studio Code
2 69 (12.28%) Git
3 23 (4.09%) Rational DOORS
4 21 (3.74%) JIRA
5 16 (2.85%) GitLab
6 3 (0.53%) PetaLinux
7 1 (0.18%) Bitbucket
7 1 (0.18%) CMake
7 1 (0.18%) Jenkins
7 1 (0.18%) MLflow
7 1 (0.18%) Plastic SCM
7 1 (0.18%) TeamCity
7 1 (0.18%) Valgrind
General
1 153 (27.22%) Finance
2 80 (14.23%) Analytical Skills
3 79 (14.06%) Social Skills
4 72 (12.81%) Retail
5 62 (11.03%) Manufacturing
6 38 (6.76%) Marketing
7 28 (4.98%) Electronics
8 26 (4.63%) Inclusion and Diversity
9 23 (4.09%) Front Office
10 21 (3.74%) Banking
11 18 (3.20%) Automotive
12 17 (3.02%) Aerospace
13 14 (2.49%) Games
14 13 (2.31%) Advertising
15 7 (1.25%) Legal
16 6 (1.07%) Financial Institution
16 6 (1.07%) Presentation Skills
17 4 (0.71%) Documentation Skills
17 4 (0.71%) French Language
17 4 (0.71%) Telecoms
Job Titles
1 143 (25.44%) Software Engineer
2 127 (22.60%) Senior
3 105 (18.68%) Developer
4 55 (9.79%) Senior Software Engineer
5 52 (9.25%) Artificial Intelligence Programmer
5 52 (9.25%) Programmer
5 52 (9.25%) Python Developer
6 51 (9.07%) Trainee
6 51 (9.07%) Trainee Programmer
7 43 (7.65%) Senior Developer
8 41 (7.30%) C++ Software Engineer
9 30 (5.34%) Python Engineer
10 29 (5.16%) Lead
11 25 (4.45%) Embedded Engineer
11 25 (4.45%) Python Software Engineer
12 24 (4.27%) Consultant
12 24 (4.27%) Data Scientist
12 24 (4.27%) FPGA Engineer
13 23 (4.09%) Senior Python Developer
14 21 (3.74%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 80 (14.23%) NumPy
1 80 (14.23%) Pandas
2 61 (10.85%) scikit-learn
3 60 (10.68%) Streamlit
4 58 (10.32%) Matplotlib
5 55 (9.79%) Hugging Face
6 48 (8.54%) Boost C++ Libraries
7 47 (8.36%) PyTorch
8 25 (4.45%) Django
9 24 (4.27%) TensorFlow
10 21 (3.74%) FIX Protocol
11 18 (3.20%) HTML
11 18 (3.20%) pytest
12 16 (2.85%) .NET
12 16 (2.85%) React
13 14 (2.49%) CSS
14 13 (2.31%) REST
15 10 (1.78%) Flask
15 10 (1.78%) RESTful
16 8 (1.42%) TFX
Miscellaneous
1 88 (15.66%) Data Structures
2 50 (8.90%) Distributed Systems
3 41 (7.30%) Equities
4 31 (5.52%) FPGA
5 29 (5.16%) Embedded Systems
6 26 (4.63%) Management Information System
7 24 (4.27%) Hedge funds
8 22 (3.91%) Greenfield Project
8 22 (3.91%) Product Ownership
9 21 (3.74%) PCIe
9 21 (3.74%) VHDL
10 19 (3.38%) Derivative
10 19 (3.38%) Fixed Income
11 16 (2.85%) Video\Live Streaming
12 15 (2.67%) Robotics
13 12 (2.14%) NVMe
14 10 (1.78%) Onboarding
14 10 (1.78%) Public Cloud
15 9 (1.60%) Over-the-Top Content
16 8 (1.42%) Cloud Native
Operating Systems
1 65 (11.57%) Linux
2 8 (1.42%) Windows
3 7 (1.25%) Robot Operating System
4 5 (0.89%) Embedded Linux
4 5 (0.89%) Windows Server 2008
4 5 (0.89%) Windows Server 2012
4 5 (0.89%) Windows Server 2016
4 5 (0.89%) Windows Server 2019
5 4 (0.71%) Windows Server
6 3 (0.53%) Android
6 3 (0.53%) Apple iOS
7 2 (0.36%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 228 (40.57%) Software Engineering
2 178 (31.67%) Machine Learning
3 176 (31.32%) AI
4 152 (27.05%) Computer Science
5 109 (19.40%) Data Science
6 103 (18.33%) OOP
7 102 (18.15%) Analytics
8 94 (16.73%) Agile
8 94 (16.73%) Visualisation
9 93 (16.55%) OO
10 78 (13.88%) Workflow
11 76 (13.52%) Problem-Solving
12 68 (12.10%) LLM
13 62 (11.03%) Continuous Improvement
14 60 (10.68%) Signal Processing
15 58 (10.32%) Decision-Making
16 57 (10.14%) CI/CD
17 56 (9.96%) Retrieval-Augmented Generation
18 55 (9.79%) Conversational UI
18 55 (9.79%) Customer Service
Programming Languages
1 354 (62.99%) Python
2 154 (27.40%) C++
3 52 (9.25%) C
4 47 (8.36%) SQL
5 46 (8.19%) C#
6 23 (4.09%) MATLAB
7 22 (3.91%) Rust
8 20 (3.56%) Java
9 19 (3.38%) TypeScript
10 15 (2.67%) Go
10 15 (2.67%) JavaScript
11 14 (2.49%) Assembly Language
12 12 (2.14%) R
13 10 (1.78%) Embedded C
13 10 (1.78%) Embedded C++
14 4 (0.71%) Julia
15 3 (0.53%) Scala
15 3 (0.53%) VBA
16 2 (0.36%) Bash
17 1 (0.18%) Shell Script
Qualifications
1 122 (21.71%) Degree
2 63 (11.21%) AWS Certification
3 54 (9.61%) AWS Certified Cloud Practitioner
4 47 (8.36%) Security Cleared
5 44 (7.83%) Computer Science Degree
6 36 (6.41%) Master's Degree
7 22 (3.91%) SC Cleared
8 19 (3.38%) DV Cleared
9 18 (3.20%) PhD
10 15 (2.67%) BPSS Clearance
11 5 (0.89%) Numerate Degree
12 3 (0.53%) DBS Check
12 3 (0.53%) MBA
13 1 (0.18%) HND
13 1 (0.18%) ITIL Certification
13 1 (0.18%) Postgraduate
Quality Assurance & Compliance
1 47 (8.36%) QA
2 25 (4.45%) Accessibility
3 15 (2.67%) ISO/IEC 15288
4 14 (2.49%) Data Quality
5 6 (1.07%) GDPR
6 4 (0.71%) Actionable Recommendations
6 4 (0.71%) ISO/IEC 12207
7 2 (0.36%) Automotive SPICE
7 2 (0.36%) ISO 26262
7 2 (0.36%) MISRA
7 2 (0.36%) MISRA C
8 1 (0.18%) AUTOSAR
8 1 (0.18%) EMIR
8 1 (0.18%) MiFID
System Software
1 36 (6.41%) Docker
1 36 (6.41%) Firmware
2 14 (2.49%) Embedded Firmware
3 5 (0.89%) Active Directory
3 5 (0.89%) Hyper-V
3 5 (0.89%) VMware ESXi
3 5 (0.89%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 18 (3.20%) Kubernetes
2 11 (1.96%) Terraform
3 8 (1.42%) Kubeflow
4 5 (0.89%) SCCM
4 5 (0.89%) SCOM
4 5 (0.89%) Tivoli Identity Manager
Vendors
1 63 (11.21%) Microsoft
2 53 (9.43%) Google
3 16 (2.85%) Altera
3 16 (2.85%) IBM
4 13 (2.31%) Xilinx
5 12 (2.14%) Databricks
6 9 (1.60%) Screaming Frog
7 6 (1.07%) Botify
8 5 (0.89%) Dell
8 5 (0.89%) HP
8 5 (0.89%) McAfee
8 5 (0.89%) VMware
9 4 (0.71%) OpenAI
9 4 (0.71%) TikTok
10 3 (0.53%) Ahrefs
10 3 (0.53%) BT
10 3 (0.53%) Rockwell
11 2 (0.36%) Foundry
11 2 (0.36%) YouTube
12 1 (0.18%) Facebook