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

6 months to
12 Feb 2026
Same period 2025 Same period 2024
Rank 324 192 164
Rank change year-on-year -132 -28 +3
Permanent jobs citing Algorithms 396 795 1,363
As % of all permanent jobs in the UK 0.60% 1.59% 1.85%
As % of the Miscellaneous category 1.84% 4.22% 5.13%
Number of salaries quoted 205 404 657
10th Percentile £33,750 £45,000 £41,250
25th Percentile £45,000 £54,375 £51,250
Median annual salary (50th Percentile) £75,000 £65,000 £67,500
Median % change year-on-year +15.38% -3.70% -6.90%
75th Percentile £111,250 £82,500 £85,000
90th Percentile £137,500 £105,000 £120,000
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 21,574 18,836 26,586
As % of all permanent jobs advertised in the UK 32.43% 37.79% 36.02%
Number of salaries quoted 10,908 8,818 19,517
10th Percentile £28,000 £33,750 £29,000
25th Percentile £37,500 £46,250 £40,000
Median annual salary (50th Percentile) £55,000 £62,000 £55,440
Median % change year-on-year -11.29% +11.83% -14.71%
75th Percentile £77,500 £83,750 £77,500
90th Percentile £100,000 £112,500 £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 12 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 12 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 -114 363 £75,000 +14.07% 301
London -2 188 £102,500 +7.89% 122
UK excluding London -156 185 £55,000 -12.00% 244
Work from Home -81 113 £75,900 +26.50% 104
South East -104 52 £67,500 +8.00% 82
East of England -46 37 £55,000 -27.63% 25
South West -55 30 £40,792 -37.24% 40
North of England -34 28 £37,500 -40.00% 39
Midlands -27 21 £73,000 +21.67% 32
North West -1 19 £37,500 -51.46% 22
West Midlands +4 11 £55,000 -8.33% 14
Scotland -30 9 £75,900 +68.67% 17
Wales -7 8 £57,500 -7.26% 11
East Midlands -27 8 £75,000 +25.00% 18
Yorkshire -45 7 £37,500 -16.67% 10
North East -5 2 £37,500 -37.50% 7

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 19 (4.80%) Jupyter
2 14 (3.54%) Apache Spark
3 11 (2.78%) Kinematics
4 9 (2.27%) Apache Airflow
5 5 (1.26%) IIS
6 4 (1.01%) ArcGIS
7 3 (0.76%) Microsoft Exchange
8 2 (0.51%) CMS
8 2 (0.51%) Luigi
8 2 (0.51%) WordPress
9 1 (0.25%) Apache
9 1 (0.25%) Drupal
9 1 (0.25%) nginx
Applications
1 19 (4.80%) Chatbot
2 7 (1.77%) Microsoft Office
2 7 (1.77%) Simulink
3 3 (0.76%) Adobe Creative Suite
3 3 (0.76%) Adobe Premiere
3 3 (0.76%) Final Cut Pro
3 3 (0.76%) Microsoft Excel
4 1 (0.25%) Microsoft PowerPoint
4 1 (0.25%) Spreadsheet
Business Applications
1 5 (1.26%) Towers Watson Igloo
2 4 (1.01%) Distributed Ledger
2 4 (1.01%) Shopify
3 2 (0.51%) Dynamics CRM
4 1 (0.25%) Bloomberg AIM
4 1 (0.25%) Fidessa
4 1 (0.25%) Salesforce CRM
Cloud Services
1 73 (18.43%) AWS
2 52 (13.13%) Azure
3 41 (10.35%) GCP
4 23 (5.81%) Cloud Computing
5 17 (4.29%) GitHub
6 14 (3.54%) Google Analytics
6 14 (3.54%) Power Platform
7 13 (3.28%) Azure Machine Learning
8 9 (2.27%) Snowflake
9 5 (1.26%) Google Tag Manager
9 5 (1.26%) Google Workspace
10 4 (1.01%) Azure DevOps
10 4 (1.01%) dbt
10 4 (1.01%) LangSmith
11 3 (0.76%) Amazon EKS
11 3 (0.76%) Canva
11 3 (0.76%) Firebase
11 3 (0.76%) Slack
12 2 (0.51%) Google App Engine
12 2 (0.51%) Serverless
Communications & Networking
1 13 (3.28%) Multicast
2 6 (1.52%) Broadband
2 6 (1.52%) Software-Defined Radio
3 5 (1.26%) Ethernet
3 5 (1.26%) TCP/IP
4 4 (1.01%) Network Security
5 1 (0.25%) Internet
5 1 (0.25%) S/MIME
5 1 (0.25%) VPN
5 1 (0.25%) Wireless
Database & Business Intelligence
1 19 (4.80%) Big Data
2 18 (4.55%) Metadata
3 17 (4.29%) BigQuery
4 16 (4.04%) Elasticsearch
5 14 (3.54%) Hadoop
5 14 (3.54%) NoSQL
5 14 (3.54%) Power BI
6 13 (3.28%) Tableau
7 11 (2.78%) PostgreSQL
8 9 (2.27%) Data Lake
9 8 (2.02%) MongoDB
10 7 (1.77%) Relational Database
11 5 (1.26%) Data Mining
11 5 (1.26%) GIS
11 5 (1.26%) SQL Server
12 4 (1.01%) QGIS
12 4 (1.01%) Spatial Data
13 3 (0.76%) Looker
13 3 (0.76%) MySQL
13 3 (0.76%) Redis
Development Applications
1 31 (7.83%) Rational DOORS
2 24 (6.06%) Git
3 21 (5.30%) Visual Studio Code
4 14 (3.54%) JIRA
5 6 (1.52%) MLflow
6 2 (0.51%) GitLab
6 2 (0.51%) JConsole
6 2 (0.51%) Jenkins
6 2 (0.51%) VisualVM
7 1 (0.25%) TestRail
General
1 126 (31.82%) Finance
2 94 (23.74%) Social Skills
3 66 (16.67%) Analytical Skills
4 52 (13.13%) Electronics
5 41 (10.35%) Front Office
6 40 (10.10%) Marketing
7 28 (7.07%) Retail
8 26 (6.57%) Games
8 26 (6.57%) Manufacturing
9 24 (6.06%) Banking
10 23 (5.81%) Law
11 17 (4.29%) Presentation Skills
12 12 (3.03%) Inclusion and Diversity
13 11 (2.78%) Financial Institution
14 10 (2.53%) Automotive
14 10 (2.53%) Legal
14 10 (2.53%) Public Sector
15 8 (2.02%) Aviation
16 7 (1.77%) Telecoms
17 6 (1.52%) Aerospace
Job Titles
1 73 (18.43%) Senior
2 67 (16.92%) Software Engineer
3 63 (15.91%) Developer
4 41 (10.35%) Lead
5 32 (8.08%) Principal Engineer
6 29 (7.32%) Quantitative Developer
6 29 (7.32%) Systems Engineer
7 26 (6.57%) Principal Systems Engineer
7 26 (6.57%) Senior Developer
8 24 (6.06%) C++ Software Engineer
8 24 (6.06%) Senior Software Engineer
9 23 (5.81%) Artificial Intelligence Engineer
10 21 (5.30%) Python Developer
11 19 (4.80%) Artificial Intelligence Programmer
11 19 (4.80%) C++ Developer
11 19 (4.80%) C++ Quantitative Developer
11 19 (4.80%) Programmer
11 19 (4.80%) Trainee
11 19 (4.80%) Trainee Programmer
12 18 (4.55%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.09%) Boost C++ Libraries
2 29 (7.32%) scikit-learn
3 28 (7.07%) Pandas
4 27 (6.82%) NumPy
5 26 (6.57%) TensorFlow
6 24 (6.06%) FIX Protocol
6 24 (6.06%) PyTorch
7 23 (5.81%) Django
7 23 (5.81%) Matplotlib
8 21 (5.30%) Streamlit
9 20 (5.05%) Hugging Face
10 16 (4.04%) Kafka
11 14 (3.54%) .NET
12 13 (3.28%) pytest
13 11 (2.78%) Middleware
14 10 (2.53%) HTML
15 9 (2.27%) FHIR
16 8 (2.02%) FastAPI
16 8 (2.02%) Flask
16 8 (2.02%) React
Miscellaneous
1 62 (15.66%) Data Structures
2 45 (11.36%) Equities
3 42 (10.61%) Distributed Systems
4 25 (6.31%) Management Information System
5 23 (5.81%) Hedge funds
6 22 (5.56%) Derivative
7 21 (5.30%) Cloud Native
8 19 (4.80%) Greenfield Project
9 14 (3.54%) Fixed Income
9 14 (3.54%) FPGA
9 14 (3.54%) Robotics
10 12 (3.03%) Product Ownership
10 12 (3.03%) Social Media
11 11 (2.78%) Life Science
11 11 (2.78%) Self-Motivation
12 10 (2.53%) Analytical Mindset
12 10 (2.53%) Embedded Systems
12 10 (2.53%) Omics
13 9 (2.27%) PCIe
14 8 (2.02%) 3D Graphics
Operating Systems
1 46 (11.62%) Linux
2 4 (1.01%) Android
2 4 (1.01%) Apple iOS
2 4 (1.01%) Unix
3 3 (0.76%) Robot Operating System
4 1 (0.25%) FreeRTOS
4 1 (0.25%) Windows
Processes & Methodologies
1 150 (37.88%) AI
2 134 (33.84%) Machine Learning
3 131 (33.08%) Software Engineering
4 128 (32.32%) Computer Science
5 115 (29.04%) Analytics
6 87 (21.97%) Data Science
7 72 (18.18%) Mathematics
8 69 (17.42%) Problem-Solving
9 65 (16.41%) Agile
10 56 (14.14%) Low Latency
10 56 (14.14%) Technical Leadership
11 54 (13.64%) OO
11 54 (13.64%) OOP
12 52 (13.13%) Visualisation
13 48 (12.12%) Data Analysis
14 47 (11.87%) Decision-Making
15 44 (11.11%) DevOps
15 44 (11.11%) Statistics
15 44 (11.11%) Workflow
16 43 (10.86%) Signal Processing
Programming Languages
1 226 (57.07%) Python
2 105 (26.52%) C++
3 56 (14.14%) SQL
4 50 (12.63%) C
5 45 (11.36%) Java
6 34 (8.59%) C#
7 20 (5.05%) R
8 16 (4.04%) JavaScript
9 14 (3.54%) MATLAB
10 10 (2.53%) Rust
11 8 (2.02%) Assembly Language
11 8 (2.02%) Go
11 8 (2.02%) Scala
12 6 (1.52%) Bash
13 4 (1.01%) Fortran
13 4 (1.01%) T-SQL
14 3 (0.76%) Google Apps Script
14 3 (0.76%) Objective-C
14 3 (0.76%) Swift
14 3 (0.76%) Tcl
Qualifications
1 148 (37.37%) Degree
2 69 (17.42%) Master's Degree
2 69 (17.42%) PhD
3 39 (9.85%) BPSS Clearance
4 36 (9.09%) Computer Science Degree
5 28 (7.07%) Security Cleared
6 23 (5.81%) SC Cleared
7 19 (4.80%) AWS Certification
7 19 (4.80%) AWS Certified Cloud Practitioner
8 8 (2.02%) CISM
8 8 (2.02%) CISSP
9 7 (1.77%) CISA
9 7 (1.77%) CRISC
9 7 (1.77%) DV Cleared
10 5 (1.26%) MBA
11 4 (1.01%) DBS Check
11 4 (1.01%) Postgraduate
12 1 (0.25%) CEH
12 1 (0.25%) GIAC
12 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 28 (7.07%) Data Quality
2 26 (6.57%) ISO/IEC 15288
3 17 (4.29%) Accessibility
3 17 (4.29%) QA
4 9 (2.27%) CDISC
4 9 (2.27%) GxP
4 9 (2.27%) HL7
5 7 (1.77%) Cyber Essentials
5 7 (1.77%) ISO/IEC 27001
6 6 (1.52%) Actionable Recommendations
7 4 (1.01%) IEC 61508
7 4 (1.01%) ISO 26262
8 2 (0.51%) EMIR
8 2 (0.51%) NIST
9 1 (0.25%) EU AI Act
9 1 (0.25%) GDPR
9 1 (0.25%) HIPAA
9 1 (0.25%) NIST 800
9 1 (0.25%) PCI DSS
9 1 (0.25%) Sarbanes-Oxley
System Software
1 20 (5.05%) Firmware
2 16 (4.04%) Docker
3 9 (2.27%) Embedded Firmware
Systems Management
1 14 (3.54%) Kubernetes
2 4 (1.01%) Terraform
3 3 (0.76%) Kubeflow
4 2 (0.51%) Ansible
4 2 (0.51%) logstash
4 2 (0.51%) Progress Chef
4 2 (0.51%) Prometheus
4 2 (0.51%) Puppet
5 1 (0.25%) Grafana
Vendors
1 42 (10.61%) Google
2 28 (7.07%) Microsoft
3 26 (6.57%) IBM
4 11 (2.78%) Databricks
5 9 (2.27%) Altera
5 9 (2.27%) Screaming Frog
6 8 (2.02%) YouTube
7 6 (1.52%) Ahrefs
7 6 (1.52%) Oracle
8 5 (1.26%) Adobe
8 5 (1.26%) BT
8 5 (1.26%) Xilinx
9 3 (0.76%) Facebook
9 3 (0.76%) Instagram
9 3 (0.76%) Remedy
9 3 (0.76%) Salesforce
9 3 (0.76%) TikTok
10 2 (0.51%) Hotjar
10 2 (0.51%) SAP
11 1 (0.25%) Thales