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

6 months to
9 Mar 2026
Same period 2025 Same period 2024
Rank 321 160 150
Rank change year-on-year -161 -10 +18
Permanent jobs citing Algorithms 430 833 1,668
As % of all permanent jobs in the UK 0.60% 1.89% 2.00%
As % of the Miscellaneous category 1.92% 4.85% 5.52%
Number of salaries quoted 226 413 687
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £54,000 £51,250
Median annual salary (50th Percentile) £64,750 £65,000 £65,000
Median % change year-on-year -0.38% - -13.33%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £114,500 £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 22,393 17,184 30,193
As % of all permanent jobs advertised in the UK 31.03% 38.99% 36.16%
Number of salaries quoted 11,332 8,849 21,580
10th Percentile £28,500 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £56,000 £60,000 £55,000
Median % change year-on-year -6.67% +9.09% -15.38%
75th Percentile £78,760 £83,750 £76,250
90th Percentile £100,000 £112,500 £97,500
UK excluding London median annual salary £48,720 £55,000 £50,000
% change year-on-year -11.42% +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 9 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 9 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 -154 376 £65,000 -2.99% 543
UK excluding London -181 210 £42,500 -32.00% 470
London -31 178 £100,000 -1.23% 167
Work from Home -127 109 £75,900 +26.50% 234
South East -125 51 £67,500 +8.00% 139
North of England -41 48 £37,500 -47.18% 66
East of England -67 35 £55,000 -27.63% 92
South West -85 33 £40,792 -37.24% 80
North West -20 28 £37,500 -56.01% 32
Midlands -33 24 £55,000 -8.33% 49
Yorkshire -47 15 £37,500 -28.57% 26
West Midlands -1 14 £37,500 -37.50% 24
Scotland -23 12 £37,500 -16.67% 25
East Midlands -38 10 £75,000 +25.00% 23
Wales -15 7 £57,500 -4.17% 20
North East -15 5 £37,500 -37.50% 10

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 50 (11.63%) Jupyter
2 20 (4.65%) ArcGIS
3 11 (2.56%) Apache Spark
4 10 (2.33%) CMS
5 8 (1.86%) Kinematics
6 5 (1.16%) Apache Airflow
6 5 (1.16%) IIS
7 3 (0.70%) 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 50 (11.63%) Chatbot
2 9 (2.09%) Microsoft Office
3 7 (1.63%) 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
1 121 (28.14%) AWS
2 66 (15.35%) Azure
3 54 (12.56%) Cloud Computing
4 36 (8.37%) GCP
5 17 (3.95%) GitHub
6 16 (3.72%) Power Platform
7 15 (3.49%) Google Analytics
8 11 (2.56%) Azure Machine Learning
9 7 (1.63%) Snowflake
10 6 (1.40%) Amazon EKS
11 5 (1.16%) Google Tag Manager
11 5 (1.16%) 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 Docs
14 2 (0.47%) Google Sheets
Communications & Networking
1 12 (2.79%) Multicast
2 8 (1.86%) Broadband
3 7 (1.63%) Software-Defined Radio
4 5 (1.16%) Ethernet
4 5 (1.16%) TCP/IP
5 4 (0.93%) Network Security
6 2 (0.47%) Internet
7 1 (0.23%) S/MIME
7 1 (0.23%) VPN
Database & Business Intelligence
1 22 (5.12%) GIS
2 21 (4.88%) BigQuery
2 21 (4.88%) QGIS
2 21 (4.88%) Spatial Data
3 20 (4.65%) Elasticsearch
4 19 (4.42%) Metadata
5 18 (4.19%) Big Data
6 14 (3.26%) Power BI
7 12 (2.79%) NoSQL
7 12 (2.79%) Tableau
8 11 (2.56%) Hadoop
9 9 (2.09%) PostgreSQL
10 7 (1.63%) MongoDB
11 6 (1.40%) 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
13 3 (0.70%) Redis
Development Applications
1 53 (12.33%) Visual Studio Code
2 27 (6.28%) Git
3 26 (6.05%) 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 (35.58%) Finance
2 93 (21.63%) Social Skills
3 76 (17.67%) Analytical Skills
4 66 (15.35%) Retail
5 57 (13.26%) Manufacturing
6 45 (10.47%) Marketing
7 42 (9.77%) Electronics
8 39 (9.07%) Front Office
9 23 (5.35%) Games
10 20 (4.65%) Banking
11 16 (3.72%) Legal
11 16 (3.72%) Presentation Skills
12 14 (3.26%) Inclusion and Diversity
13 13 (3.02%) Law
14 12 (2.79%) Automotive
15 10 (2.33%) Financial Institution
15 10 (2.33%) Public Sector
16 8 (1.86%) Aerospace
16 8 (1.86%) Aviation
17 7 (1.63%) Telecoms
Job Titles
1 76 (17.67%) Senior
2 67 (15.58%) Software Engineer
3 59 (13.72%) Developer
4 50 (11.63%) Artificial Intelligence Programmer
4 50 (11.63%) Programmer
4 50 (11.63%) Trainee
4 50 (11.63%) Trainee Programmer
5 31 (7.21%) Lead
6 30 (6.98%) Senior Developer
7 28 (6.51%) Principal Engineer
8 27 (6.28%) C++ Software Engineer
9 24 (5.58%) Senior Software Engineer
10 23 (5.35%) Python Developer
10 23 (5.35%) Quantitative Developer
10 23 (5.35%) Systems Engineer
11 21 (4.88%) Consultant
12 20 (4.65%) Machine Learning Consultant
12 20 (4.65%) Principal Systems Engineer
12 20 (4.65%) Senior Python Developer
12 20 (4.65%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 60 (13.95%) Pandas
1 60 (13.95%) scikit-learn
2 59 (13.72%) NumPy
3 54 (12.56%) Matplotlib
4 52 (12.09%) Streamlit
5 51 (11.86%) Hugging Face
6 42 (9.77%) PyTorch
7 36 (8.37%) Boost C++ Libraries
8 27 (6.28%) TensorFlow
9 25 (5.81%) Django
10 23 (5.35%) FIX Protocol
11 14 (3.26%) .NET
12 12 (2.79%) pytest
12 12 (2.79%) React
13 11 (2.56%) Kafka
14 10 (2.33%) RESTful
15 8 (1.86%) HTML
15 8 (1.86%) Middleware
16 7 (1.63%) Flask
16 7 (1.63%) REST
Miscellaneous
1 70 (16.28%) Data Structures
2 44 (10.23%) Distributed Systems
3 40 (9.30%) Equities
4 30 (6.98%) Management Information System
5 21 (4.88%) Greenfield Project
5 21 (4.88%) Hedge funds
6 19 (4.42%) Derivative
7 18 (4.19%) Cloud Native
7 18 (4.19%) FPGA
8 13 (3.02%) Fixed Income
8 13 (3.02%) Self-Motivation
8 13 (3.02%) Social Media
9 12 (2.79%) Product Ownership
10 11 (2.56%) Robotics
11 10 (2.33%) Analytical Mindset
11 10 (2.33%) PCIe
12 9 (2.09%) Embedded Systems
13 8 (1.86%) 3D Graphics
13 8 (1.86%) Life Science
13 8 (1.86%) VHDL
Operating Systems
1 46 (10.70%) 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
1 187 (43.49%) AI
2 174 (40.47%) Machine Learning
3 130 (30.23%) Software Engineering
4 123 (28.60%) Computer Science
5 122 (28.37%) Analytics
6 99 (23.02%) Data Science
7 85 (19.77%) OO
8 84 (19.53%) OOP
9 83 (19.30%) Visualisation
10 74 (17.21%) Workflow
11 70 (16.28%) LLM
12 64 (14.88%) Technical Leadership
13 63 (14.65%) Problem-Solving
14 62 (14.42%) Mathematics
15 61 (14.19%) Agile
16 59 (13.72%) Data Privacy
17 57 (13.26%) Data Analysis
18 56 (13.02%) Neural Network
19 53 (12.33%) Customer Service
19 53 (12.33%) Retrieval-Augmented Generation
Programming Languages
1 266 (61.86%) Python
2 107 (24.88%) C++
3 53 (12.33%) SQL
4 48 (11.16%) C
5 33 (7.67%) Java
6 32 (7.44%) C#
7 19 (4.42%) R
8 14 (3.26%) MATLAB
8 14 (3.26%) Rust
9 13 (3.02%) JavaScript
10 9 (2.09%) Assembly Language
11 8 (1.86%) Go
12 6 (1.40%) Bash
13 5 (1.16%) Scala
13 5 (1.16%) TypeScript
14 4 (0.93%) T-SQL
15 3 (0.70%) Objective-C
15 3 (0.70%) Tcl
15 3 (0.70%) VBA
15 3 (0.70%) VC++
Qualifications
1 126 (29.30%) Degree
2 53 (12.33%) AWS Certification
3 50 (11.63%) AWS Certified Cloud Practitioner
4 47 (10.93%) Master's Degree
5 46 (10.70%) PhD
6 35 (8.14%) Computer Science Degree
7 33 (7.67%) BPSS Clearance
8 28 (6.51%) Security Cleared
9 23 (5.35%) 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 (1.16%) 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 (7.67%) QA
2 30 (6.98%) Accessibility
3 29 (6.74%) Data Quality
4 20 (4.65%) 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 (1.16%) 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%) EU AI Act
11 1 (0.23%) HIPAA
11 1 (0.23%) NIST 800
11 1 (0.23%) PCI DSS
11 1 (0.23%) Sarbanes-Oxley
System Software
1 23 (5.35%) Firmware
2 14 (3.26%) Docker
3 10 (2.33%) Embedded Firmware
Systems Management
1 12 (2.79%) Kubernetes
2 5 (1.16%) Terraform
3 4 (0.93%) Kubeflow
4 2 (0.47%) logstash
4 2 (0.47%) Prometheus
5 1 (0.23%) Grafana
Vendors
1 59 (13.72%) Microsoft
2 54 (12.56%) Google
3 20 (4.65%) IBM
4 10 (2.33%) Altera
4 10 (2.33%) Screaming Frog
5 9 (2.09%) Databricks
5 9 (2.09%) YouTube
6 6 (1.40%) Botify
6 6 (1.40%) Oracle
6 6 (1.40%) Xilinx
7 5 (1.16%) Ahrefs
7 5 (1.16%) 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