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

6 months to
26 Feb 2026
Same period 2025 Same period 2024
Rank 310 166 149
Rank change year-on-year -144 -17 +17
Permanent jobs citing Algorithms 431 855 1,517
As % of all permanent jobs in the UK 0.62% 1.80% 2.02%
As % of the Miscellaneous category 1.94% 4.71% 5.53%
Number of salaries quoted 228 407 668
10th Percentile £33,750 £45,000 £41,250
25th Percentile £39,281 £55,000 £51,250
Median annual salary (50th Percentile) £67,250 £65,000 £67,500
Median % change year-on-year +3.46% -3.70% -6.90%
75th Percentile £100,000 £85,000 £86,250
90th Percentile £113,750 £111,750 £120,000
UK excluding London median annual salary £45,000 £62,500 £60,000
% change year-on-year -28.00% +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 22,263 18,152 27,429
As % of all permanent jobs advertised in the UK 31.96% 38.13% 36.57%
Number of salaries quoted 11,304 8,684 19,799
10th Percentile £28,250 £33,750 £29,000
25th Percentile £37,500 £46,250 £39,750
Median annual salary (50th Percentile) £55,000 £62,500 £55,000
Median % change year-on-year -12.00% +13.64% -15.38%
75th Percentile £78,750 £83,750 £77,500
90th Percentile £100,000 £114,175 £100,000
UK excluding London median annual salary £48,445 £55,000 £50,000
% change year-on-year -11.92% +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 26 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 26 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 -149 378 £67,750 +0.37% 265
UK excluding London -184 206 £45,000 -28.00% 214
London -13 184 £100,000 - 85
Work from Home -113 110 £75,000 +25.00% 80
South East -126 53 £67,500 +8.00% 63
North of England -35 43 £37,500 -43.61% 36
East of England -56 36 £55,000 -27.63% 30
South West -78 34 £40,792 -37.24% 29
North West -15 25 £37,500 -56.01% 18
Midlands -18 21 £55,000 -8.33% 33
West Midlands +7 14 £41,250 -31.25% 13
Yorkshire -54 13 £37,500 -16.67% 8
Scotland -27 12 £37,500 -16.67% 16
Wales -11 7 £57,500 -13.27% 10
East Midlands -36 7 £75,000 +25.00% 19
North East -1 5 £37,500 -37.50% 12

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 47 (10.90%) Jupyter
2 20 (4.64%) ArcGIS
3 12 (2.78%) Apache Spark
4 9 (2.09%) Kinematics
5 7 (1.62%) Apache Airflow
6 5 (1.16%) IIS
7 4 (0.93%) CMS
8 3 (0.70%) Microsoft Exchange
9 2 (0.46%) WordPress
10 1 (0.23%) Apache
10 1 (0.23%) Drupal
10 1 (0.23%) nginx
Applications
1 47 (10.90%) Chatbot
2 8 (1.86%) Microsoft Office
3 7 (1.62%) 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
7 1 (0.23%) OrCAD
7 1 (0.23%) Spreadsheet
Business Applications
1 5 (1.16%) 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
1 118 (27.38%) AWS
2 69 (16.01%) Azure
3 51 (11.83%) Cloud Computing
4 41 (9.51%) GCP
5 19 (4.41%) GitHub
6 16 (3.71%) Google Analytics
7 14 (3.25%) Power Platform
8 13 (3.02%) Azure Machine Learning
9 9 (2.09%) Snowflake
10 5 (1.16%) Google Tag Manager
10 5 (1.16%) Google Workspace
11 4 (0.93%) Amazon EKS
11 4 (0.93%) Azure DevOps
11 4 (0.93%) dbt
11 4 (0.93%) LangSmith
12 3 (0.70%) Amazon SageMaker
12 3 (0.70%) Canva
12 3 (0.70%) Firebase
12 3 (0.70%) Slack
13 2 (0.46%) Google App Engine
Communications & Networking
1 13 (3.02%) Multicast
2 8 (1.86%) Software-Defined Radio
3 6 (1.39%) Broadband
4 5 (1.16%) Ethernet
4 5 (1.16%) TCP/IP
5 4 (0.93%) Network Security
6 1 (0.23%) Internet
6 1 (0.23%) S/MIME
6 1 (0.23%) VPN
6 1 (0.23%) Wireless
Database & Business Intelligence
1 22 (5.10%) GIS
2 21 (4.87%) BigQuery
2 21 (4.87%) QGIS
2 21 (4.87%) Spatial Data
3 20 (4.64%) Elasticsearch
4 19 (4.41%) Big Data
4 19 (4.41%) Metadata
5 14 (3.25%) Power BI
6 13 (3.02%) Tableau
7 12 (2.78%) Hadoop
7 12 (2.78%) NoSQL
8 9 (2.09%) PostgreSQL
9 7 (1.62%) Data Lake
9 7 (1.62%) MongoDB
10 6 (1.39%) Relational Database
11 5 (1.16%) Data Mining
11 5 (1.16%) SQL Server
12 3 (0.70%) Looker
12 3 (0.70%) Redis
13 2 (0.46%) MySQL
Development Applications
1 50 (11.60%) Visual Studio Code
2 27 (6.26%) Git
2 27 (6.26%) Rational DOORS
3 14 (3.25%) JIRA
4 6 (1.39%) MLflow
5 3 (0.70%) GitLab
5 3 (0.70%) Jenkins
6 2 (0.46%) JConsole
6 2 (0.46%) VisualVM
7 1 (0.23%) TestRail
General
1 150 (34.80%) Finance
2 90 (20.88%) Social Skills
3 68 (15.78%) Analytical Skills
4 57 (13.23%) Retail
5 54 (12.53%) Manufacturing
6 46 (10.67%) Electronics
7 40 (9.28%) Marketing
8 38 (8.82%) Front Office
9 22 (5.10%) Banking
10 21 (4.87%) Games
11 18 (4.18%) Law
12 16 (3.71%) Presentation Skills
13 14 (3.25%) Inclusion and Diversity
14 12 (2.78%) Automotive
15 10 (2.32%) Legal
15 10 (2.32%) Public Sector
16 9 (2.09%) Financial Institution
17 8 (1.86%) Aviation
18 7 (1.62%) Aerospace
18 7 (1.62%) Telecoms
Job Titles
1 77 (17.87%) Senior
2 69 (16.01%) Software Engineer
3 59 (13.69%) Developer
4 47 (10.90%) Artificial Intelligence Programmer
4 47 (10.90%) Programmer
4 47 (10.90%) Trainee
4 47 (10.90%) Trainee Programmer
5 34 (7.89%) Lead
6 30 (6.96%) Principal Engineer
7 28 (6.50%) Senior Developer
8 27 (6.26%) C++ Software Engineer
9 25 (5.80%) Senior Software Engineer
9 25 (5.80%) Systems Engineer
10 24 (5.57%) Quantitative Developer
11 22 (5.10%) Consultant
11 22 (5.10%) Principal Systems Engineer
12 21 (4.87%) Artificial Intelligence Consultant
12 21 (4.87%) Python Developer
13 20 (4.64%) Machine Learning Consultant
13 20 (4.64%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 58 (13.46%) scikit-learn
2 57 (13.23%) Pandas
3 56 (12.99%) NumPy
4 52 (12.06%) Matplotlib
5 49 (11.37%) Streamlit
6 48 (11.14%) Hugging Face
7 42 (9.74%) PyTorch
8 36 (8.35%) Boost C++ Libraries
9 27 (6.26%) TensorFlow
10 26 (6.03%) Django
11 24 (5.57%) FIX Protocol
12 14 (3.25%) .NET
13 13 (3.02%) pytest
14 12 (2.78%) Kafka
15 10 (2.32%) HTML
15 10 (2.32%) React
15 10 (2.32%) RESTful
16 9 (2.09%) Middleware
17 8 (1.86%) CSS
17 8 (1.86%) Flask
Miscellaneous
1 68 (15.78%) Data Structures
2 43 (9.98%) Distributed Systems
3 40 (9.28%) Equities
4 26 (6.03%) Management Information System
5 22 (5.10%) Hedge funds
6 21 (4.87%) Derivative
6 21 (4.87%) Greenfield Project
7 19 (4.41%) Cloud Native
8 16 (3.71%) FPGA
9 14 (3.25%) Fixed Income
10 13 (3.02%) Social Media
11 12 (2.78%) Robotics
12 11 (2.55%) Product Ownership
12 11 (2.55%) Self-Motivation
13 10 (2.32%) Analytical Mindset
13 10 (2.32%) Embedded Systems
14 9 (2.09%) Life Science
14 9 (2.09%) PCIe
15 8 (1.86%) 3D Graphics
16 7 (1.62%) Foreign Exchange (FX)
Operating Systems
1 45 (10.44%) Linux
2 4 (0.93%) Android
2 4 (0.93%) Apple iOS
3 3 (0.70%) Robot Operating System
3 3 (0.70%) Unix
4 1 (0.23%) FreeRTOS
Processes & Methodologies
1 189 (43.85%) AI
2 173 (40.14%) Machine Learning
3 132 (30.63%) Software Engineering
4 128 (29.70%) Computer Science
5 126 (29.23%) Analytics
6 101 (23.43%) Data Science
7 81 (18.79%) OO
7 81 (18.79%) OOP
7 81 (18.79%) Visualisation
8 72 (16.71%) Workflow
9 68 (15.78%) LLM
9 68 (15.78%) Technical Leadership
10 66 (15.31%) Mathematics
11 65 (15.08%) Problem-Solving
12 63 (14.62%) Agile
13 60 (13.92%) Data Analysis
14 56 (12.99%) Data Privacy
15 53 (12.30%) Neural Network
16 50 (11.60%) Customer Service
16 50 (11.60%) Retrieval-Augmented Generation
Programming Languages
1 267 (61.95%) Python
2 106 (24.59%) C++
3 54 (12.53%) SQL
4 48 (11.14%) C
5 37 (8.58%) Java
6 32 (7.42%) C#
7 20 (4.64%) R
8 15 (3.48%) JavaScript
8 15 (3.48%) MATLAB
9 13 (3.02%) Rust
10 8 (1.86%) Assembly Language
10 8 (1.86%) Go
11 5 (1.16%) Scala
12 4 (0.93%) Bash
12 4 (0.93%) T-SQL
13 3 (0.70%) Google Apps Script
13 3 (0.70%) Objective-C
13 3 (0.70%) Swift
13 3 (0.70%) Tcl
13 3 (0.70%) TypeScript
Qualifications
1 141 (32.71%) Degree
2 60 (13.92%) Master's Degree
3 56 (12.99%) PhD
4 48 (11.14%) AWS Certification
5 47 (10.90%) AWS Certified Cloud Practitioner
6 39 (9.05%) Computer Science Degree
7 35 (8.12%) BPSS Clearance
8 29 (6.73%) Security Cleared
9 23 (5.34%) 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%) DBS Check
13 4 (0.93%) Postgraduate
14 1 (0.23%) CEH
14 1 (0.23%) GIAC
14 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 33 (7.66%) QA
2 31 (7.19%) Accessibility
3 29 (6.73%) Data Quality
4 22 (5.10%) ISO/IEC 15288
5 7 (1.62%) CDISC
5 7 (1.62%) Cyber Essentials
5 7 (1.62%) GxP
5 7 (1.62%) HL7
5 7 (1.62%) ISO/IEC 27001
6 6 (1.39%) Actionable Recommendations
7 4 (0.93%) IEC 61508
7 4 (0.93%) ISO 26262
8 2 (0.46%) EMIR
8 2 (0.46%) GDPR
8 2 (0.46%) NIST
9 1 (0.23%) EU AI Act
9 1 (0.23%) HIPAA
9 1 (0.23%) NIST 800
9 1 (0.23%) PCI DSS
9 1 (0.23%) Sarbanes-Oxley
System Software
1 21 (4.87%) Firmware
2 16 (3.71%) Docker
3 9 (2.09%) Embedded Firmware
Systems Management
1 14 (3.25%) Kubernetes
2 5 (1.16%) Terraform
3 3 (0.70%) Kubeflow
4 2 (0.46%) logstash
4 2 (0.46%) Prometheus
5 1 (0.23%) Grafana
Vendors
1 55 (12.76%) Microsoft
2 50 (11.60%) Google
3 22 (5.10%) IBM
4 11 (2.55%) Databricks
5 10 (2.32%) Screaming Frog
6 9 (2.09%) Altera
6 9 (2.09%) YouTube
7 7 (1.62%) Ahrefs
8 5 (1.16%) BT
8 5 (1.16%) Oracle
8 5 (1.16%) Xilinx
9 3 (0.70%) Adobe
9 3 (0.70%) Facebook
9 3 (0.70%) Instagram
9 3 (0.70%) Remedy
9 3 (0.70%) TikTok
10 2 (0.46%) Hotjar
10 2 (0.46%) SAP
11 1 (0.23%) Charles River
11 1 (0.23%) Salesforce