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

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 317 159 148
Rank change year-on-year -158 -11 +18
Permanent jobs citing Algorithms 438 838 1,672
As % of all permanent jobs in the UK 0.59% 1.92% 1.99%
As % of the Miscellaneous category 1.92% 4.92% 5.50%
Number of salaries quoted 236 417 678
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £54,000 £51,250
Median annual salary (50th Percentile) £61,875 £65,000 £65,000
Median % change year-on-year -4.81% - -13.33%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £111,250 £115,000
UK excluding London median annual salary £40,792 £62,500 £60,000
% change year-on-year -34.73% +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 22,782 17,043 30,387
As % of all permanent jobs advertised in the UK 30.90% 39.03% 36.20%
Number of salaries quoted 11,575 8,794 21,623
10th Percentile £28,750 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £56,500 £60,000 £55,000
Median % change year-on-year -5.83% +9.09% -15.38%
75th Percentile £78,750 £82,500 £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 13 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 13 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 -161 382 £62,500 -3.85% 378
UK excluding London -191 212 £40,792 -34.73% 324
London -30 183 £100,000 -2.44% 115
Work from Home -132 102 £71,000 +18.33% 101
South East -125 55 £67,000 +7.20% 85
North of England -55 47 £37,500 -47.18% 57
South West -90 31 £40,792 -37.24% 52
East of England -77 30 £48,750 -35.86% 47
Midlands -37 29 £52,500 -12.50% 51
North West -25 28 £37,500 -56.01% 30
West Midlands -9 17 £37,500 -37.50% 24
Scotland -29 13 £37,500 -16.67% 19
Yorkshire -61 13 £37,500 -28.57% 18
East Midlands -45 11 £75,000 +25.00% 26
Wales -21 7 £57,500 -4.17% 11
North East -20 6 £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 54 (12.33%) Jupyter
2 20 (4.57%) ArcGIS
3 11 (2.51%) Apache Spark
4 10 (2.28%) CMS
5 9 (2.05%) Apache Airflow
6 7 (1.60%) Kinematics
7 5 (1.14%) IIS
8 1 (0.23%) Apache
8 1 (0.23%) Confluence
8 1 (0.23%) Drupal
8 1 (0.23%) Microsoft Exchange
8 1 (0.23%) nginx
8 1 (0.23%) SharePoint
8 1 (0.23%) WordPress
Applications
1 54 (12.33%) Chatbot
2 7 (1.60%) Microsoft Office
3 5 (1.14%) Simulink
4 4 (0.91%) Microsoft Excel
5 3 (0.68%) Adobe Creative Suite
5 3 (0.68%) Adobe Premiere
5 3 (0.68%) Final Cut Pro
6 2 (0.46%) Microsoft PowerPoint
6 2 (0.46%) OrCAD
7 1 (0.23%) Spreadsheet
Business Applications
1 7 (1.60%) Towers Watson Igloo
2 4 (0.91%) 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
1 127 (29.00%) AWS
2 68 (15.53%) Azure
3 58 (13.24%) Cloud Computing
4 38 (8.68%) GCP
5 18 (4.11%) GitHub
6 16 (3.65%) Power Platform
7 14 (3.20%) Google Analytics
8 11 (2.51%) Azure Machine Learning
9 7 (1.60%) Snowflake
10 5 (1.14%) Amazon EKS
10 5 (1.14%) Google Tag Manager
11 4 (0.91%) Prefect
11 4 (0.91%) Slack
12 3 (0.68%) Amazon SageMaker
12 3 (0.68%) Canva
12 3 (0.68%) Firebase
12 3 (0.68%) Google Workspace
12 3 (0.68%) SaaS
13 2 (0.46%) Google App Engine
13 2 (0.46%) Serverless
Communications & Networking
1 14 (3.20%) Multicast
2 8 (1.83%) Broadband
2 8 (1.83%) Software-Defined Radio
3 6 (1.37%) Ethernet
4 5 (1.14%) TCP/IP
5 4 (0.91%) Network Security
6 2 (0.46%) Internet
7 1 (0.23%) IPsec
7 1 (0.23%) S/MIME
7 1 (0.23%) VPN
7 1 (0.23%) X.509
Database & Business Intelligence
1 23 (5.25%) BigQuery
2 22 (5.02%) GIS
3 21 (4.79%) Elasticsearch
3 21 (4.79%) QGIS
3 21 (4.79%) Spatial Data
4 19 (4.34%) Metadata
5 16 (3.65%) Big Data
6 14 (3.20%) Power BI
7 12 (2.74%) NoSQL
7 12 (2.74%) Tableau
8 11 (2.51%) Hadoop
9 9 (2.05%) PostgreSQL
10 7 (1.60%) MongoDB
11 6 (1.37%) Data Lake
12 5 (1.14%) Data Mining
12 5 (1.14%) Relational Database
12 5 (1.14%) SQL Server
13 3 (0.68%) Amazon Athena
13 3 (0.68%) Looker
14 2 (0.46%) MySQL
Development Applications
1 57 (13.01%) Visual Studio Code
2 33 (7.53%) Git
3 25 (5.71%) Rational DOORS
4 16 (3.65%) JIRA
5 4 (0.91%) MLflow
6 3 (0.68%) GitLab
7 2 (0.46%) Jenkins
8 1 (0.23%) JConsole
8 1 (0.23%) TestRail
8 1 (0.23%) VisualVM
General
1 159 (36.30%) Finance
2 89 (20.32%) Social Skills
3 76 (17.35%) Analytical Skills
4 69 (15.75%) Retail
5 61 (13.93%) Manufacturing
6 44 (10.05%) Marketing
7 40 (9.13%) Electronics
8 37 (8.45%) Front Office
9 23 (5.25%) Games
10 21 (4.79%) Banking
11 16 (3.65%) Legal
12 14 (3.20%) Inclusion and Diversity
12 14 (3.20%) Presentation Skills
13 13 (2.97%) Automotive
13 13 (2.97%) Law
14 10 (2.28%) Financial Institution
14 10 (2.28%) Public Sector
15 6 (1.37%) Aerospace
15 6 (1.37%) Aviation
16 5 (1.14%) Telecoms
Job Titles
1 81 (18.49%) Senior
2 72 (16.44%) Software Engineer
3 67 (15.30%) Developer
4 51 (11.64%) Artificial Intelligence Programmer
4 51 (11.64%) Programmer
4 51 (11.64%) Trainee
4 51 (11.64%) Trainee Programmer
5 33 (7.53%) Senior Developer
6 30 (6.85%) Lead
7 29 (6.62%) C++ Software Engineer
7 29 (6.62%) Python Developer
8 27 (6.16%) Principal Engineer
9 25 (5.71%) Quantitative Developer
9 25 (5.71%) Senior Software Engineer
10 22 (5.02%) Systems Engineer
11 21 (4.79%) Consultant
11 21 (4.79%) Senior Python Developer
11 21 (4.79%) Senior Quantitative Developer
12 20 (4.57%) C++ Quantitative Developer
12 20 (4.57%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 68 (15.53%) Pandas
2 67 (15.30%) NumPy
3 64 (14.61%) scikit-learn
4 58 (13.24%) Matplotlib
5 56 (12.79%) Streamlit
6 55 (12.56%) Hugging Face
7 46 (10.50%) PyTorch
8 39 (8.90%) Boost C++ Libraries
9 31 (7.08%) TensorFlow
10 27 (6.16%) Django
11 24 (5.48%) FIX Protocol
12 15 (3.42%) .NET
13 14 (3.20%) pytest
14 12 (2.74%) React
15 11 (2.51%) RESTful
16 9 (2.05%) HTML
16 9 (2.05%) Kafka
17 7 (1.60%) Middleware
17 7 (1.60%) OpenCV
17 7 (1.60%) REST
Miscellaneous
1 73 (16.67%) Data Structures
2 45 (10.27%) Distributed Systems
3 42 (9.59%) Equities
4 31 (7.08%) Management Information System
5 23 (5.25%) Greenfield Project
5 23 (5.25%) Hedge funds
6 20 (4.57%) Derivative
6 20 (4.57%) FPGA
7 17 (3.88%) Cloud Native
8 15 (3.42%) Fixed Income
9 13 (2.97%) Self-Motivation
9 13 (2.97%) Social Media
10 11 (2.51%) PCIe
10 11 (2.51%) Product Ownership
11 10 (2.28%) Analytical Mindset
11 10 (2.28%) Robotics
11 10 (2.28%) VHDL
12 9 (2.05%) Embedded Systems
13 8 (1.83%) 3D Graphics
13 8 (1.83%) Life Science
Operating Systems
1 51 (11.64%) Linux
2 4 (0.91%) Android
2 4 (0.91%) Apple iOS
2 4 (0.91%) Unix
3 3 (0.68%) Robot Operating System
4 1 (0.23%) FreeRTOS
4 1 (0.23%) Windows
Processes & Methodologies
1 184 (42.01%) AI
2 176 (40.18%) Machine Learning
3 138 (31.51%) Software Engineering
4 122 (27.85%) Computer Science
5 116 (26.48%) Analytics
6 97 (22.15%) Data Science
7 93 (21.23%) OOP
8 91 (20.78%) OO
9 87 (19.86%) Visualisation
10 79 (18.04%) Workflow
11 75 (17.12%) LLM
12 64 (14.61%) Technical Leadership
13 63 (14.38%) Data Privacy
14 61 (13.93%) Agile
14 61 (13.93%) Problem-Solving
15 60 (13.70%) Mathematics
15 60 (13.70%) Neural Network
16 57 (13.01%) Customer Service
16 57 (13.01%) Retrieval-Augmented Generation
17 56 (12.79%) Artificial Intelligence Engineering
Programming Languages
1 274 (62.56%) Python
2 111 (25.34%) C++
3 53 (12.10%) SQL
4 45 (10.27%) C
5 32 (7.31%) C#
6 27 (6.16%) Java
7 19 (4.34%) R
8 14 (3.20%) Rust
9 11 (2.51%) JavaScript
10 10 (2.28%) MATLAB
11 8 (1.83%) Assembly Language
11 8 (1.83%) Go
12 6 (1.37%) Bash
13 5 (1.14%) Scala
13 5 (1.14%) TypeScript
14 4 (0.91%) T-SQL
15 3 (0.68%) VBA
15 3 (0.68%) VC++
16 2 (0.46%) Embedded C
16 2 (0.46%) Embedded C++
Qualifications
1 124 (28.31%) Degree
2 57 (13.01%) AWS Certification
3 54 (12.33%) AWS Certified Cloud Practitioner
4 46 (10.50%) Master's Degree
5 45 (10.27%) PhD
6 36 (8.22%) Computer Science Degree
7 23 (5.25%) BPSS Clearance
8 20 (4.57%) Security Cleared
9 15 (3.42%) SC Cleared
10 8 (1.83%) CISM
10 8 (1.83%) CISSP
10 8 (1.83%) DV Cleared
11 7 (1.60%) CISA
11 7 (1.60%) CRISC
12 5 (1.14%) MBA
13 4 (0.91%) Postgraduate
14 3 (0.68%) DBS Check
15 1 (0.23%) ITIL Certification
15 1 (0.23%) Microsoft Certification
15 1 (0.23%) Microsoft Certified Professional
Quality Assurance & Compliance
1 35 (7.99%) QA
2 30 (6.85%) Accessibility
3 29 (6.62%) Data Quality
4 18 (4.11%) ISO/IEC 15288
5 7 (1.60%) Cyber Essentials
5 7 (1.60%) ISO/IEC 27001
6 6 (1.37%) CDISC
6 6 (1.37%) GxP
6 6 (1.37%) HL7
7 5 (1.14%) Actionable Recommendations
8 4 (0.91%) IEC 61508
8 4 (0.91%) ISO 26262
9 3 (0.68%) EMIR
10 2 (0.46%) GDPR
10 2 (0.46%) 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 (5.25%) Firmware
2 17 (3.88%) Docker
3 11 (2.51%) Embedded Firmware
Systems Management
1 12 (2.74%) Kubernetes
2 5 (1.14%) Terraform
3 4 (0.91%) Kubeflow
4 1 (0.23%) Grafana
4 1 (0.23%) logstash
4 1 (0.23%) Prometheus
Vendors
1 62 (14.16%) Microsoft
2 51 (11.64%) Google
3 18 (4.11%) IBM
4 13 (2.97%) Databricks
5 11 (2.51%) Altera
6 10 (2.28%) Screaming Frog
7 9 (2.05%) YouTube
8 8 (1.83%) Xilinx
9 6 (1.37%) Botify
9 6 (1.37%) Oracle
10 5 (1.14%) Ahrefs
10 5 (1.14%) BT
11 4 (0.91%) Remedy
12 3 (0.68%) Adobe
12 3 (0.68%) Facebook
12 3 (0.68%) Instagram
12 3 (0.68%) TikTok
13 2 (0.46%) Hotjar
13 2 (0.46%) SAP
13 2 (0.46%) Thales