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

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 311 161 151
Rank change year-on-year -150 -10 +18
Permanent jobs citing Algorithms 429 831 1,669
As % of all permanent jobs in the UK 0.59% 1.90% 1.99%
As % of the Miscellaneous category 1.90% 4.86% 5.52%
Number of salaries quoted 225 411 687
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £54,000 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -13.33%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £112,500 £115,000
UK excluding London median annual salary £42,500 £62,500 £60,000
% change year-on-year -32.00% +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 22,564 17,106 30,258
As % of all permanent jobs advertised in the UK 30.91% 39.01% 36.15%
Number of salaries quoted 11,413 8,826 21,600
10th Percentile £28,750 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £57,000 £60,000 £55,000
Median % change year-on-year -5.00% +9.09% -15.38%
75th Percentile £78,790 £83,750 £76,250
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +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 11 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 11 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 -166 373 £65,000 - 465
UK excluding London -198 208 £42,500 -32.00% 391
London -34 178 £100,000 -1.23% 145
Work from Home -130 104 £75,900 +26.50% 162
South East -115 51 £67,500 +8.00% 115
North of England -45 48 £37,500 -47.18% 63
East of England -72 32 £48,750 -35.86% 63
South West -86 31 £40,792 -37.24% 62
North West -17 28 £37,500 -56.01% 32
Midlands -33 26 £55,000 -8.33% 53
West Midlands -10 15 £37,500 -37.50% 23
Yorkshire -46 15 £37,500 -28.57% 21
Scotland -27 13 £37,500 -16.67% 19
East Midlands -47 10 £75,000 +25.00% 30
Wales -17 7 £57,500 -4.17% 15
North East -15 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 51 (11.89%) Jupyter
2 20 (4.66%) ArcGIS
3 11 (2.56%) Apache Spark
4 10 (2.33%) CMS
5 7 (1.63%) Kinematics
6 5 (1.17%) Apache Airflow
6 5 (1.17%) IIS
7 2 (0.47%) Microsoft Exchange
8 1 (0.23%) Apache
8 1 (0.23%) Confluence
8 1 (0.23%) Drupal
8 1 (0.23%) nginx
8 1 (0.23%) SharePoint
8 1 (0.23%) WordPress
Applications
1 51 (11.89%) Chatbot
2 8 (1.86%) Microsoft Office
3 6 (1.40%) 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 (0.47%) Microsoft PowerPoint
6 2 (0.47%) OrCAD
7 1 (0.23%) Spreadsheet
Business Applications
1 6 (1.40%) Towers Watson Igloo
2 4 (0.93%) Distributed Ledger
3 2 (0.47%) Shopify
4 1 (0.23%) Bloomberg AIM
4 1 (0.23%) Fidessa
4 1 (0.23%) Salesforce CRM
Cloud Services
1 124 (28.90%) AWS
2 68 (15.85%) Azure
3 55 (12.82%) Cloud Computing
4 38 (8.86%) GCP
5 17 (3.96%) GitHub
6 16 (3.73%) Power Platform
7 14 (3.26%) Google Analytics
8 11 (2.56%) Azure Machine Learning
9 7 (1.63%) Snowflake
10 6 (1.40%) Amazon EKS
11 5 (1.17%) Google Tag Manager
12 4 (0.93%) Google Workspace
12 4 (0.93%) Slack
13 3 (0.70%) Amazon SageMaker
13 3 (0.70%) Canva
13 3 (0.70%) Firebase
14 2 (0.47%) Azure DevOps
14 2 (0.47%) dbt
14 2 (0.47%) Google App Engine
14 2 (0.47%) SaaS
Communications & Networking
1 12 (2.80%) Multicast
2 8 (1.86%) Broadband
3 7 (1.63%) Software-Defined Radio
4 6 (1.40%) Ethernet
5 5 (1.17%) TCP/IP
6 4 (0.93%) Network Security
7 2 (0.47%) Internet
8 1 (0.23%) IPsec
8 1 (0.23%) S/MIME
8 1 (0.23%) VPN
8 1 (0.23%) X.509
Database & Business Intelligence
1 23 (5.36%) BigQuery
2 22 (5.13%) Elasticsearch
2 22 (5.13%) GIS
3 21 (4.90%) QGIS
3 21 (4.90%) Spatial Data
4 19 (4.43%) Metadata
5 17 (3.96%) Big Data
6 14 (3.26%) Power BI
7 12 (2.80%) NoSQL
7 12 (2.80%) Tableau
8 11 (2.56%) Hadoop
9 9 (2.10%) PostgreSQL
10 7 (1.63%) MongoDB
11 6 (1.40%) Data Lake
12 5 (1.17%) Data Mining
12 5 (1.17%) Relational Database
12 5 (1.17%) SQL Server
13 3 (0.70%) Amazon Athena
13 3 (0.70%) Looker
13 3 (0.70%) Redis
Development Applications
1 54 (12.59%) Visual Studio Code
2 27 (6.29%) Git
3 26 (6.06%) Rational DOORS
4 14 (3.26%) JIRA
5 4 (0.93%) MLflow
6 3 (0.70%) GitLab
7 2 (0.47%) JConsole
7 2 (0.47%) Jenkins
7 2 (0.47%) VisualVM
8 1 (0.23%) TestRail
General
1 153 (35.66%) Finance
2 91 (21.21%) Social Skills
3 76 (17.72%) Analytical Skills
4 66 (15.38%) Retail
5 58 (13.52%) Manufacturing
6 44 (10.26%) Marketing
7 41 (9.56%) Electronics
8 37 (8.62%) Front Office
9 23 (5.36%) Games
10 20 (4.66%) Banking
11 16 (3.73%) Legal
12 15 (3.50%) Presentation Skills
13 14 (3.26%) Inclusion and Diversity
14 13 (3.03%) Automotive
14 13 (3.03%) Law
15 10 (2.33%) Financial Institution
15 10 (2.33%) Public Sector
16 7 (1.63%) Aerospace
16 7 (1.63%) Aviation
17 6 (1.40%) Telecoms
Job Titles
1 79 (18.41%) Senior
2 68 (15.85%) Software Engineer
3 61 (14.22%) Developer
4 50 (11.66%) Artificial Intelligence Programmer
4 50 (11.66%) Programmer
4 50 (11.66%) Trainee
4 50 (11.66%) Trainee Programmer
5 32 (7.46%) Senior Developer
6 30 (6.99%) Lead
7 28 (6.53%) Principal Engineer
8 27 (6.29%) C++ Software Engineer
9 24 (5.59%) Python Developer
9 24 (5.59%) Quantitative Developer
9 24 (5.59%) Senior Software Engineer
9 24 (5.59%) Systems Engineer
10 21 (4.90%) Consultant
11 20 (4.66%) Machine Learning Consultant
11 20 (4.66%) Principal Systems Engineer
11 20 (4.66%) Senior Python Developer
11 20 (4.66%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 61 (14.22%) Pandas
1 61 (14.22%) scikit-learn
2 60 (13.99%) NumPy
3 55 (12.82%) Matplotlib
4 53 (12.35%) Streamlit
5 52 (12.12%) Hugging Face
6 42 (9.79%) PyTorch
7 36 (8.39%) Boost C++ Libraries
8 27 (6.29%) Django
8 27 (6.29%) TensorFlow
9 22 (5.13%) FIX Protocol
10 14 (3.26%) .NET
11 12 (2.80%) pytest
11 12 (2.80%) React
12 11 (2.56%) RESTful
13 10 (2.33%) Kafka
14 8 (1.86%) HTML
15 7 (1.63%) Flask
15 7 (1.63%) Middleware
15 7 (1.63%) REST
Miscellaneous
1 72 (16.78%) Data Structures
2 46 (10.72%) Distributed Systems
3 39 (9.09%) Equities
4 30 (6.99%) Management Information System
5 23 (5.36%) Greenfield Project
6 21 (4.90%) Hedge funds
7 18 (4.20%) Derivative
7 18 (4.20%) FPGA
8 17 (3.96%) Cloud Native
9 13 (3.03%) Fixed Income
9 13 (3.03%) Self-Motivation
9 13 (3.03%) Social Media
10 12 (2.80%) Product Ownership
11 10 (2.33%) Analytical Mindset
11 10 (2.33%) PCIe
11 10 (2.33%) Robotics
12 9 (2.10%) Embedded Systems
13 8 (1.86%) 3D Graphics
13 8 (1.86%) Life Science
13 8 (1.86%) VHDL
Operating Systems
1 45 (10.49%) 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
1 185 (43.12%) AI
2 174 (40.56%) Machine Learning
3 131 (30.54%) Software Engineering
4 121 (28.21%) Computer Science
5 118 (27.51%) Analytics
6 98 (22.84%) Data Science
7 86 (20.05%) OO
8 85 (19.81%) OOP
9 84 (19.58%) Visualisation
10 75 (17.48%) Workflow
11 72 (16.78%) LLM
12 64 (14.92%) Technical Leadership
13 62 (14.45%) Problem-Solving
14 61 (14.22%) Agile
15 60 (13.99%) Data Privacy
16 58 (13.52%) Mathematics
17 57 (13.29%) Neural Network
18 56 (13.05%) Data Analysis
19 54 (12.59%) Customer Service
19 54 (12.59%) Retrieval-Augmented Generation
Programming Languages
1 266 (62.00%) Python
2 106 (24.71%) C++
3 53 (12.35%) SQL
4 46 (10.72%) C
5 31 (7.23%) C#
6 29 (6.76%) Java
7 19 (4.43%) R
8 14 (3.26%) Rust
9 12 (2.80%) JavaScript
9 12 (2.80%) MATLAB
10 8 (1.86%) Assembly Language
10 8 (1.86%) Go
11 6 (1.40%) Bash
12 5 (1.17%) Scala
12 5 (1.17%) TypeScript
13 4 (0.93%) T-SQL
14 3 (0.70%) VBA
14 3 (0.70%) VC++
15 2 (0.47%) Objective-C
15 2 (0.47%) Tcl
Qualifications
1 123 (28.67%) Degree
2 54 (12.59%) AWS Certification
3 51 (11.89%) AWS Certified Cloud Practitioner
4 46 (10.72%) Master's Degree
5 45 (10.49%) PhD
6 36 (8.39%) Computer Science Degree
7 29 (6.76%) BPSS Clearance
8 24 (5.59%) Security Cleared
9 19 (4.43%) SC Cleared
10 8 (1.86%) CISM
10 8 (1.86%) CISSP
10 8 (1.86%) DV Cleared
11 7 (1.63%) CISA
11 7 (1.63%) CRISC
12 5 (1.17%) MBA
13 4 (0.93%) Postgraduate
14 3 (0.70%) DBS Check
15 1 (0.23%) CEH
15 1 (0.23%) GIAC
15 1 (0.23%) Microsoft Certified Professional
Quality Assurance & Compliance
1 33 (7.69%) QA
2 30 (6.99%) Accessibility
3 29 (6.76%) Data Quality
4 20 (4.66%) ISO/IEC 15288
5 7 (1.63%) Cyber Essentials
5 7 (1.63%) ISO/IEC 27001
6 6 (1.40%) CDISC
6 6 (1.40%) GxP
6 6 (1.40%) HL7
7 5 (1.17%) Actionable Recommendations
8 4 (0.93%) IEC 61508
8 4 (0.93%) ISO 26262
9 3 (0.70%) EMIR
10 2 (0.47%) GDPR
10 2 (0.47%) 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%) PCI DSS
System Software
1 23 (5.36%) Firmware
2 14 (3.26%) Docker
3 10 (2.33%) Embedded Firmware
Systems Management
1 12 (2.80%) Kubernetes
2 5 (1.17%) Terraform
3 4 (0.93%) Kubeflow
4 2 (0.47%) logstash
4 2 (0.47%) Prometheus
5 1 (0.23%) Grafana
Vendors
1 59 (13.75%) Microsoft
2 53 (12.35%) Google
3 20 (4.66%) IBM
4 10 (2.33%) Altera
4 10 (2.33%) Screaming Frog
5 9 (2.10%) Databricks
5 9 (2.10%) YouTube
6 6 (1.40%) Botify
6 6 (1.40%) Oracle
6 6 (1.40%) Xilinx
7 5 (1.17%) Ahrefs
7 5 (1.17%) BT
8 4 (0.93%) Remedy
9 3 (0.70%) Adobe
9 3 (0.70%) Facebook
9 3 (0.70%) Instagram
9 3 (0.70%) TikTok
10 2 (0.47%) Hotjar
10 2 (0.47%) SAP
10 2 (0.47%) Thales