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

6 months to
19 Feb 2026
Same period 2025 Same period 2024
Rank 319 177 157
Rank change year-on-year -142 -20 +7
Permanent jobs citing Algorithms 420 839 1,438
As % of all permanent jobs in the UK 0.61% 1.72% 1.93%
As % of the Miscellaneous category 1.91% 4.51% 5.33%
Number of salaries quoted 221 401 665
10th Percentile £33,750 £45,000 £41,250
25th Percentile £42,500 £55,000 £51,250
Median annual salary (50th Percentile) £70,000 £65,000 £67,500
Median % change year-on-year +7.69% -3.70% -6.90%
75th Percentile £101,500 £82,500 £85,000
90th Percentile £122,500 £110,000 £118,000
UK excluding London median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +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 22,013 18,591 26,972
As % of all permanent jobs advertised in the UK 32.23% 38.02% 36.24%
Number of salaries quoted 11,176 8,736 19,668
10th Percentile £28,000 £34,000 £29,000
25th Percentile £37,500 £46,250 £39,788
Median annual salary (50th Percentile) £55,000 £62,500 £55,173
Median % change year-on-year -12.00% +13.28% -15.12%
75th Percentile £77,500 £83,750 £77,500
90th Percentile £100,000 £113,979 £100,000
UK excluding London median annual salary £48,000 £55,000 £50,000
% change year-on-year -12.73% +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 19 February 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 19 February 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 -142 377 £70,000 +5.26% 308
UK excluding London -172 203 £55,000 -12.00% 256
London -14 186 £100,000 +5.26% 116
Work from Home -97 113 £75,900 +26.50% 105
South East -119 55 £67,500 +8.00% 78
North of England -45 38 £37,500 -45.05% 43
East of England -45 36 £55,000 -27.63% 31
South West -79 33 £40,792 -37.24% 43
North West -13 23 £37,500 -56.01% 24
Midlands -26 22 £70,000 +16.67% 33
West Midlands +3 13 £45,000 -25.00% 16
Scotland -28 12 £56,700 +26.00% 20
Yorkshire -41 11 £37,500 -16.67% 10
East Midlands -34 8 £75,000 +25.00% 17
Wales -11 7 £57,500 -7.26% 13
North East -6 4 £37,500 -37.50% 9

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 37 (8.81%) Jupyter
2 13 (3.10%) ArcGIS
3 12 (2.86%) Apache Spark
4 10 (2.38%) Kinematics
5 7 (1.67%) Apache Airflow
6 5 (1.19%) IIS
7 3 (0.71%) CMS
7 3 (0.71%) Microsoft Exchange
8 2 (0.48%) WordPress
9 1 (0.24%) Apache
9 1 (0.24%) Drupal
9 1 (0.24%) nginx
Applications
1 37 (8.81%) Chatbot
2 7 (1.67%) Microsoft Office
2 7 (1.67%) Simulink
3 3 (0.71%) Adobe Creative Suite
3 3 (0.71%) Adobe Premiere
3 3 (0.71%) Final Cut Pro
3 3 (0.71%) Microsoft Excel
4 1 (0.24%) Microsoft PowerPoint
4 1 (0.24%) OrCAD
4 1 (0.24%) Spreadsheet
Business Applications
1 5 (1.19%) Towers Watson Igloo
2 4 (0.95%) Distributed Ledger
3 3 (0.71%) Shopify
4 1 (0.24%) Bloomberg AIM
4 1 (0.24%) Dynamics CRM
4 1 (0.24%) Fidessa
4 1 (0.24%) Salesforce CRM
Cloud Services
1 100 (23.81%) AWS
2 61 (14.52%) Azure
3 41 (9.76%) Cloud Computing
4 40 (9.52%) GCP
5 17 (4.05%) GitHub
6 16 (3.81%) Google Analytics
7 14 (3.33%) Power Platform
8 13 (3.10%) Azure Machine Learning
9 9 (2.14%) Snowflake
10 5 (1.19%) Google Tag Manager
10 5 (1.19%) Google Workspace
11 4 (0.95%) Amazon EKS
11 4 (0.95%) Azure DevOps
11 4 (0.95%) dbt
11 4 (0.95%) LangSmith
12 3 (0.71%) Amazon SageMaker
12 3 (0.71%) Canva
12 3 (0.71%) Firebase
12 3 (0.71%) Slack
13 2 (0.48%) Google App Engine
Communications & Networking
1 13 (3.10%) Multicast
2 6 (1.43%) Broadband
2 6 (1.43%) Software-Defined Radio
3 5 (1.19%) Ethernet
3 5 (1.19%) TCP/IP
4 4 (0.95%) Network Security
5 1 (0.24%) Internet
5 1 (0.24%) S/MIME
5 1 (0.24%) VPN
5 1 (0.24%) Wireless
Database & Business Intelligence
1 19 (4.52%) Big Data
1 19 (4.52%) BigQuery
1 19 (4.52%) Metadata
2 18 (4.29%) Elasticsearch
3 14 (3.33%) GIS
3 14 (3.33%) Power BI
4 13 (3.10%) QGIS
4 13 (3.10%) Spatial Data
4 13 (3.10%) Tableau
5 12 (2.86%) Hadoop
5 12 (2.86%) NoSQL
6 9 (2.14%) PostgreSQL
7 8 (1.90%) Data Lake
8 7 (1.67%) MongoDB
9 5 (1.19%) Data Mining
9 5 (1.19%) Relational Database
9 5 (1.19%) SQL Server
10 3 (0.71%) Looker
10 3 (0.71%) Redis
11 2 (0.48%) MySQL
Development Applications
1 40 (9.52%) Visual Studio Code
2 31 (7.38%) Rational DOORS
3 25 (5.95%) Git
4 14 (3.33%) JIRA
5 6 (1.43%) MLflow
6 3 (0.71%) GitLab
6 3 (0.71%) Jenkins
7 2 (0.48%) JConsole
7 2 (0.48%) VisualVM
8 1 (0.24%) TestRail
General
1 142 (33.81%) Finance
2 94 (22.38%) Social Skills
3 69 (16.43%) Analytical Skills
4 51 (12.14%) Electronics
5 47 (11.19%) Retail
6 44 (10.48%) Manufacturing
7 41 (9.76%) Front Office
7 41 (9.76%) Marketing
8 23 (5.48%) Banking
8 23 (5.48%) Games
9 20 (4.76%) Law
10 18 (4.29%) Presentation Skills
11 12 (2.86%) Automotive
11 12 (2.86%) Inclusion and Diversity
12 10 (2.38%) Financial Institution
12 10 (2.38%) Legal
12 10 (2.38%) Public Sector
13 8 (1.90%) Aviation
14 7 (1.67%) Aerospace
14 7 (1.67%) Telecoms
Job Titles
1 76 (18.10%) Senior
2 68 (16.19%) Software Engineer
3 62 (14.76%) Developer
4 37 (8.81%) Artificial Intelligence Programmer
4 37 (8.81%) Lead
4 37 (8.81%) Programmer
4 37 (8.81%) Trainee
4 37 (8.81%) Trainee Programmer
5 33 (7.86%) Principal Engineer
6 29 (6.90%) Systems Engineer
7 28 (6.67%) Senior Developer
8 27 (6.43%) Quantitative Developer
9 26 (6.19%) Principal Systems Engineer
10 25 (5.95%) C++ Software Engineer
10 25 (5.95%) Senior Software Engineer
11 22 (5.24%) Python Developer
12 21 (5.00%) Artificial Intelligence Engineer
13 19 (4.52%) Low Latency C++ Developer
13 19 (4.52%) Senior C++ Quantitative Developer
13 19 (4.52%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 47 (11.19%) scikit-learn
2 46 (10.95%) Pandas
3 45 (10.71%) NumPy
4 41 (9.76%) Matplotlib
5 39 (9.29%) Streamlit
6 38 (9.05%) Hugging Face
7 37 (8.81%) Boost C++ Libraries
8 33 (7.86%) PyTorch
9 26 (6.19%) TensorFlow
10 24 (5.71%) Django
10 24 (5.71%) FIX Protocol
11 14 (3.33%) .NET
12 13 (3.10%) Kafka
12 13 (3.10%) pytest
13 10 (2.38%) HTML
13 10 (2.38%) Middleware
13 10 (2.38%) React
14 9 (2.14%) RESTful
15 8 (1.90%) CSS
15 8 (1.90%) Java Concurrency
Miscellaneous
1 64 (15.24%) Data Structures
2 44 (10.48%) Equities
3 41 (9.76%) Distributed Systems
4 27 (6.43%) Management Information System
5 23 (5.48%) Hedge funds
6 21 (5.00%) Derivative
7 20 (4.76%) Cloud Native
7 20 (4.76%) Greenfield Project
8 15 (3.57%) FPGA
9 14 (3.33%) Fixed Income
10 13 (3.10%) Robotics
11 12 (2.86%) Social Media
12 11 (2.62%) Product Ownership
12 11 (2.62%) Self-Motivation
13 10 (2.38%) Analytical Mindset
13 10 (2.38%) Embedded Systems
13 10 (2.38%) Life Science
14 9 (2.14%) PCIe
15 8 (1.90%) 3D Graphics
15 8 (1.90%) Omics
Operating Systems
1 47 (11.19%) Linux
2 4 (0.95%) Android
2 4 (0.95%) Apple iOS
2 4 (0.95%) Unix
3 3 (0.71%) Robot Operating System
4 1 (0.24%) FreeRTOS
Processes & Methodologies
1 174 (41.43%) AI
2 157 (37.38%) Machine Learning
3 130 (30.95%) Software Engineering
4 128 (30.48%) Computer Science
5 122 (29.05%) Analytics
6 94 (22.38%) Data Science
7 73 (17.38%) OO
8 72 (17.14%) OOP
9 70 (16.67%) Visualisation
10 69 (16.43%) Mathematics
11 66 (15.71%) Problem-Solving
12 65 (15.48%) Technical Leadership
13 64 (15.24%) Agile
14 61 (14.52%) Workflow
15 57 (13.57%) LLM
16 55 (13.10%) Data Analysis
17 53 (12.62%) Low Latency
18 46 (10.95%) Data Privacy
19 45 (10.71%) Decision-Making
20 44 (10.48%) Signal Processing
Programming Languages
1 251 (59.76%) Python
2 105 (25.00%) C++
3 53 (12.62%) SQL
4 48 (11.43%) C
5 41 (9.76%) Java
6 33 (7.86%) C#
7 19 (4.52%) R
8 15 (3.57%) JavaScript
9 14 (3.33%) MATLAB
10 11 (2.62%) Rust
11 8 (1.90%) Assembly Language
11 8 (1.90%) Go
12 6 (1.43%) Scala
13 5 (1.19%) Bash
14 4 (0.95%) T-SQL
15 3 (0.71%) Fortran
15 3 (0.71%) Google Apps Script
15 3 (0.71%) Objective-C
15 3 (0.71%) Tcl
15 3 (0.71%) TypeScript
Qualifications
1 143 (34.05%) Degree
2 64 (15.24%) Master's Degree
3 62 (14.76%) PhD
4 39 (9.29%) BPSS Clearance
5 38 (9.05%) AWS Certification
6 37 (8.81%) AWS Certified Cloud Practitioner
6 37 (8.81%) Computer Science Degree
7 28 (6.67%) Security Cleared
8 23 (5.48%) SC Cleared
9 8 (1.90%) CISM
9 8 (1.90%) CISSP
10 7 (1.67%) CISA
10 7 (1.67%) CRISC
10 7 (1.67%) DV Cleared
11 5 (1.19%) MBA
12 4 (0.95%) DBS Check
12 4 (0.95%) Postgraduate
13 1 (0.24%) CEH
13 1 (0.24%) GIAC
13 1 (0.24%) Microsoft Certified Professional
Quality Assurance & Compliance
1 28 (6.67%) Data Quality
2 26 (6.19%) ISO/IEC 15288
2 26 (6.19%) QA
3 25 (5.95%) Accessibility
4 8 (1.90%) CDISC
4 8 (1.90%) GxP
4 8 (1.90%) HL7
5 7 (1.67%) Cyber Essentials
5 7 (1.67%) ISO/IEC 27001
6 6 (1.43%) Actionable Recommendations
7 4 (0.95%) IEC 61508
7 4 (0.95%) ISO 26262
8 2 (0.48%) EMIR
8 2 (0.48%) NIST
9 1 (0.24%) EU AI Act
9 1 (0.24%) GDPR
9 1 (0.24%) HIPAA
9 1 (0.24%) NIST 800
9 1 (0.24%) PCI DSS
9 1 (0.24%) Sarbanes-Oxley
System Software
1 21 (5.00%) Firmware
2 16 (3.81%) Docker
3 9 (2.14%) Embedded Firmware
Systems Management
1 14 (3.33%) Kubernetes
2 5 (1.19%) Terraform
3 3 (0.71%) Kubeflow
4 2 (0.48%) logstash
4 2 (0.48%) Prometheus
5 1 (0.24%) Grafana
Vendors
1 46 (10.95%) Google
2 45 (10.71%) Microsoft
3 26 (6.19%) IBM
4 11 (2.62%) Databricks
5 10 (2.38%) Screaming Frog
6 9 (2.14%) Altera
7 8 (1.90%) YouTube
8 7 (1.67%) Ahrefs
9 6 (1.43%) Oracle
10 5 (1.19%) BT
10 5 (1.19%) Xilinx
11 4 (0.95%) Adobe
12 3 (0.71%) Facebook
12 3 (0.71%) Instagram
12 3 (0.71%) Remedy
12 3 (0.71%) TikTok
13 2 (0.48%) Hotjar
13 2 (0.48%) Salesforce
13 2 (0.48%) SAP
14 1 (0.24%) TIBCO