Algorithms Job Trends

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

6 months to
12 Mar 2026
Same period 2025 Same period 2024
Rank 313 161 150
Rank change year-on-year -152 -11 +16
Permanent jobs citing Algorithms 431 835 1,677
As % of all permanent jobs in the UK 0.59% 1.91% 2.00%
As % of the Miscellaneous category 1.90% 4.90% 5.54%
Number of salaries quoted 228 415 683
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £54,000 £51,250
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - -13.33%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £111,250 £115,000
UK excluding London median annual salary £40,792 £62,500 £60,000
% change year-on-year -34.73% +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 22,719 17,028 30,270
As % of all permanent jobs advertised in the UK 30.89% 38.97% 36.16%
Number of salaries quoted 11,516 8,795 21,608
10th Percentile £28,750 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £56,500 £60,000 £55,000
Median % change year-on-year -5.83% +9.09% -15.38%
75th Percentile £78,790 £83,000 £76,950
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £49,500 £55,000 £50,000
% change year-on-year -10.00% +10.00% -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 12 March 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 12 March 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 -171 375 £64,750 -0.38% 388
UK excluding London -192 211 £40,792 -34.73% 324
London -19 177 £100,000 -2.44% 125
Work from Home -141 103 £73,450 +22.42% 104
South East -123 54 £67,000 +7.20% 87
North of England -52 46 £37,500 -47.18% 58
East of England -69 32 £48,750 -35.86% 47
South West -91 31 £40,792 -37.24% 49
North West -20 28 £37,500 -56.01% 30
Midlands -34 28 £55,000 -8.33% 51
West Midlands 0 16 £37,500 -37.50% 24
Scotland -25 13 £37,500 -16.67% 19
Yorkshire -55 13 £37,500 -28.57% 18
East Midlands -48 11 £75,000 +25.00% 27
Wales -22 7 £57,500 -4.17% 11
North East -16 5 £37,500 -37.50% 11

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 54 (12.53%) Jupyter
2 20 (4.64%) ArcGIS
3 11 (2.55%) Apache Spark
4 10 (2.32%) CMS
5 7 (1.62%) Kinematics
6 6 (1.39%) Apache Airflow
7 5 (1.16%) IIS
8 2 (0.46%) Microsoft Exchange
9 1 (0.23%) Apache
9 1 (0.23%) Confluence
9 1 (0.23%) Drupal
9 1 (0.23%) nginx
9 1 (0.23%) SharePoint
9 1 (0.23%) WordPress
Applications
1 54 (12.53%) Chatbot
2 8 (1.86%) Microsoft Office
3 6 (1.39%) Simulink
4 4 (0.93%) Microsoft Excel
5 3 (0.70%) Adobe Creative Suite
5 3 (0.70%) Adobe Premiere
5 3 (0.70%) Final Cut Pro
6 2 (0.46%) Microsoft PowerPoint
6 2 (0.46%) OrCAD
7 1 (0.23%) Spreadsheet
Business Applications
1 6 (1.39%) Towers Watson Igloo
2 4 (0.93%) Distributed Ledger
3 2 (0.46%) Shopify
4 1 (0.23%) Bloomberg AIM
4 1 (0.23%) Fidessa
4 1 (0.23%) Salesforce CRM
Cloud Services
1 127 (29.47%) AWS
2 68 (15.78%) Azure
3 58 (13.46%) Cloud Computing
4 38 (8.82%) GCP
5 17 (3.94%) GitHub
6 16 (3.71%) Power Platform
7 14 (3.25%) Google Analytics
8 11 (2.55%) Azure Machine Learning
9 7 (1.62%) Snowflake
10 5 (1.16%) Amazon EKS
10 5 (1.16%) Google Tag Manager
11 4 (0.93%) Google Workspace
11 4 (0.93%) Slack
12 3 (0.70%) Amazon SageMaker
12 3 (0.70%) Canva
12 3 (0.70%) Firebase
13 2 (0.46%) Azure DevOps
13 2 (0.46%) Google App Engine
13 2 (0.46%) SaaS
13 2 (0.46%) Serverless
Communications & Networking
1 12 (2.78%) Multicast
2 8 (1.86%) Broadband
2 8 (1.86%) Software-Defined Radio
3 6 (1.39%) Ethernet
4 5 (1.16%) TCP/IP
5 4 (0.93%) Network Security
6 2 (0.46%) Internet
7 1 (0.23%) IPsec
7 1 (0.23%) S/MIME
7 1 (0.23%) VPN
7 1 (0.23%) X.509
Database & Business Intelligence
1 23 (5.34%) BigQuery
2 22 (5.10%) GIS
3 21 (4.87%) Elasticsearch
3 21 (4.87%) QGIS
3 21 (4.87%) Spatial Data
4 19 (4.41%) Metadata
5 17 (3.94%) Big Data
6 14 (3.25%) Power BI
7 12 (2.78%) NoSQL
7 12 (2.78%) Tableau
8 11 (2.55%) Hadoop
9 9 (2.09%) PostgreSQL
10 7 (1.62%) MongoDB
11 6 (1.39%) Data Lake
12 5 (1.16%) Data Mining
12 5 (1.16%) Relational Database
12 5 (1.16%) SQL Server
13 3 (0.70%) Amazon Athena
13 3 (0.70%) Looker
14 2 (0.46%) MySQL
Development Applications
1 57 (13.23%) Visual Studio Code
2 28 (6.50%) Git
3 24 (5.57%) Rational DOORS
4 14 (3.25%) JIRA
5 4 (0.93%) MLflow
6 3 (0.70%) GitLab
7 2 (0.46%) Jenkins
8 1 (0.23%) JConsole
8 1 (0.23%) TestRail
8 1 (0.23%) VisualVM
General
1 155 (35.96%) Finance
2 91 (21.11%) Social Skills
3 76 (17.63%) Analytical Skills
4 69 (16.01%) Retail
5 61 (14.15%) Manufacturing
6 44 (10.21%) Marketing
7 40 (9.28%) Electronics
8 36 (8.35%) Front Office
9 23 (5.34%) Games
10 19 (4.41%) Banking
11 16 (3.71%) Legal
12 15 (3.48%) Presentation Skills
13 14 (3.25%) Inclusion and Diversity
14 13 (3.02%) Automotive
14 13 (3.02%) Law
15 10 (2.32%) Financial Institution
15 10 (2.32%) Public Sector
16 7 (1.62%) Aerospace
16 7 (1.62%) Aviation
17 6 (1.39%) Telecoms
Job Titles
1 79 (18.33%) Senior
2 68 (15.78%) Software Engineer
3 63 (14.62%) Developer
4 51 (11.83%) Artificial Intelligence Programmer
4 51 (11.83%) Programmer
4 51 (11.83%) Trainee
4 51 (11.83%) Trainee Programmer
5 32 (7.42%) Senior Developer
6 30 (6.96%) Lead
7 27 (6.26%) C++ Software Engineer
8 26 (6.03%) Principal Engineer
9 25 (5.80%) Python Developer
10 24 (5.57%) Quantitative Developer
10 24 (5.57%) Senior Software Engineer
11 22 (5.10%) Systems Engineer
12 21 (4.87%) Consultant
13 20 (4.64%) Machine Learning Consultant
13 20 (4.64%) Senior Python Developer
13 20 (4.64%) Senior Quantitative Developer
13 20 (4.64%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 65 (15.08%) Pandas
2 64 (14.85%) NumPy
2 64 (14.85%) scikit-learn
3 58 (13.46%) Matplotlib
4 56 (12.99%) Streamlit
5 55 (12.76%) Hugging Face
6 43 (9.98%) PyTorch
7 36 (8.35%) Boost C++ Libraries
8 28 (6.50%) TensorFlow
9 27 (6.26%) Django
10 22 (5.10%) FIX Protocol
11 14 (3.25%) .NET
12 12 (2.78%) pytest
12 12 (2.78%) React
13 11 (2.55%) RESTful
14 9 (2.09%) Kafka
15 8 (1.86%) HTML
16 7 (1.62%) Flask
16 7 (1.62%) Middleware
16 7 (1.62%) REST
Miscellaneous
1 71 (16.47%) Data Structures
2 45 (10.44%) Distributed Systems
3 39 (9.05%) Equities
4 30 (6.96%) Management Information System
5 23 (5.34%) Greenfield Project
6 21 (4.87%) Hedge funds
7 19 (4.41%) FPGA
8 18 (4.18%) Derivative
9 17 (3.94%) Cloud Native
10 13 (3.02%) Fixed Income
10 13 (3.02%) Self-Motivation
10 13 (3.02%) Social Media
11 11 (2.55%) Product Ownership
12 10 (2.32%) Analytical Mindset
12 10 (2.32%) PCIe
12 10 (2.32%) Robotics
13 9 (2.09%) Embedded Systems
13 9 (2.09%) VHDL
14 8 (1.86%) 3D Graphics
14 8 (1.86%) Life Science
Operating Systems
1 46 (10.67%) Linux
2 4 (0.93%) Android
2 4 (0.93%) Apple iOS
2 4 (0.93%) Unix
3 3 (0.70%) Robot Operating System
4 1 (0.23%) FreeRTOS
4 1 (0.23%) Windows
Processes & Methodologies
1 188 (43.62%) AI
2 177 (41.07%) Machine Learning
3 132 (30.63%) Software Engineering
4 120 (27.84%) Computer Science
5 118 (27.38%) Analytics
6 98 (22.74%) Data Science
7 89 (20.65%) OO
8 88 (20.42%) OOP
9 87 (20.19%) Visualisation
10 77 (17.87%) Workflow
11 75 (17.40%) LLM
12 63 (14.62%) Data Privacy
13 62 (14.39%) Problem-Solving
13 62 (14.39%) Technical Leadership
14 60 (13.92%) Agile
14 60 (13.92%) Neural Network
15 58 (13.46%) Mathematics
16 57 (13.23%) Customer Service
16 57 (13.23%) Retrieval-Augmented Generation
17 56 (12.99%) Artificial Intelligence Engineering
Programming Languages
1 271 (62.88%) Python
2 107 (24.83%) C++
3 53 (12.30%) SQL
4 47 (10.90%) C
5 31 (7.19%) C#
6 28 (6.50%) Java
7 19 (4.41%) R
8 14 (3.25%) Rust
9 12 (2.78%) JavaScript
9 12 (2.78%) MATLAB
10 8 (1.86%) Assembly Language
10 8 (1.86%) Go
11 6 (1.39%) Bash
12 5 (1.16%) Scala
12 5 (1.16%) TypeScript
13 4 (0.93%) T-SQL
14 3 (0.70%) VBA
14 3 (0.70%) VC++
15 2 (0.46%) Embedded C
15 2 (0.46%) Tcl
Qualifications
1 124 (28.77%) Degree
2 57 (13.23%) AWS Certification
3 54 (12.53%) AWS Certified Cloud Practitioner
4 46 (10.67%) Master's Degree
5 45 (10.44%) PhD
6 36 (8.35%) Computer Science Degree
7 27 (6.26%) BPSS Clearance
8 24 (5.57%) Security Cleared
9 19 (4.41%) SC Cleared
10 8 (1.86%) CISM
10 8 (1.86%) CISSP
10 8 (1.86%) DV Cleared
11 7 (1.62%) CISA
11 7 (1.62%) CRISC
12 5 (1.16%) MBA
13 4 (0.93%) Postgraduate
14 3 (0.70%) DBS Check
15 1 (0.23%) ITIL Certification
15 1 (0.23%) Microsoft Certification
15 1 (0.23%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (7.66%) QA
2 30 (6.96%) Accessibility
3 29 (6.73%) Data Quality
4 18 (4.18%) ISO/IEC 15288
5 7 (1.62%) Cyber Essentials
5 7 (1.62%) ISO/IEC 27001
6 6 (1.39%) CDISC
6 6 (1.39%) GxP
6 6 (1.39%) HL7
7 5 (1.16%) Actionable Recommendations
8 4 (0.93%) IEC 61508
8 4 (0.93%) ISO 26262
9 3 (0.70%) EMIR
10 2 (0.46%) GDPR
10 2 (0.46%) NIST
11 1 (0.23%) AUTOSAR
11 1 (0.23%) EU AI Act
11 1 (0.23%) HIPAA
11 1 (0.23%) NIST 800
11 1 (0.23%) Sarbanes-Oxley
System Software
1 23 (5.34%) Firmware
2 14 (3.25%) Docker
3 10 (2.32%) Embedded Firmware
Systems Management
1 12 (2.78%) Kubernetes
2 5 (1.16%) Terraform
3 4 (0.93%) Kubeflow
4 1 (0.23%) Grafana
4 1 (0.23%) logstash
4 1 (0.23%) Prometheus
Vendors
1 62 (14.39%) Microsoft
2 53 (12.30%) Google
3 18 (4.18%) IBM
4 10 (2.32%) Altera
4 10 (2.32%) Databricks
4 10 (2.32%) Screaming Frog
5 9 (2.09%) YouTube
6 7 (1.62%) Xilinx
7 6 (1.39%) Botify
7 6 (1.39%) Oracle
8 5 (1.16%) Ahrefs
8 5 (1.16%) BT
9 4 (0.93%) Remedy
10 3 (0.70%) Adobe
10 3 (0.70%) Facebook
10 3 (0.70%) Instagram
10 3 (0.70%) TikTok
11 2 (0.46%) Hotjar
11 2 (0.46%) SAP
11 2 (0.46%) Thales