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

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 328 159 144
Rank change year-on-year -169 -15 +20
Permanent jobs citing Algorithms 437 835 1,774
As % of all permanent jobs in the UK 0.58% 1.95% 2.09%
As % of the Miscellaneous category 1.90% 5.00% 5.75%
Number of salaries quoted 238 419 684
10th Percentile - £45,000 £41,250
25th Percentile £33,750 £54,000 £51,250
Median annual salary (50th Percentile) £62,500 £65,000 £65,000
Median % change year-on-year -3.85% - -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 22,944 16,702 30,826
As % of all permanent jobs advertised in the UK 30.67% 39.04% 36.27%
Number of salaries quoted 11,640 8,863 21,754
10th Percentile £29,000 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £57,239 £60,000 £55,000
Median % change year-on-year -4.60% +9.09% -15.38%
75th Percentile £78,790 £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 18 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 18 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 -163 383 £64,500 -0.77% 405
UK excluding London -204 209 £40,792 -34.73% 341
London -31 188 £100,000 -2.44% 125
Work from Home -134 100 £71,000 +18.33% 107
South East -118 55 £67,250 +7.60% 96
North of England -58 47 £37,500 -47.91% 58
South West -95 31 £40,792 -37.24% 54
Midlands -34 30 £50,000 -16.67% 49
North West -26 28 £37,500 -56.88% 29
East of England -93 26 £42,500 -44.08% 53
West Midlands -4 18 £37,500 -37.50% 22
Scotland -31 13 £37,500 -16.67% 20
Yorkshire -51 13 £37,500 -28.57% 17
East Midlands -48 11 £75,000 +25.00% 27
Wales -26 7 £57,500 -4.17% 12
North East -17 6 £37,500 -37.50% 13

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 (12.36%) Jupyter
2 20 (4.58%) ArcGIS
3 11 (2.52%) Apache Spark
4 10 (2.29%) CMS
5 9 (2.06%) Apache Airflow
6 6 (1.37%) Kinematics
7 5 (1.14%) IIS
8 2 (0.46%) Confluence
9 1 (0.23%) Apache
9 1 (0.23%) Drupal
9 1 (0.23%) SharePoint
9 1 (0.23%) WordPress
Applications
1 54 (12.36%) Chatbot
2 5 (1.14%) Microsoft Office
3 4 (0.92%) Simulink
4 3 (0.69%) Adobe Creative Suite
4 3 (0.69%) Adobe Premiere
4 3 (0.69%) Final Cut Pro
4 3 (0.69%) Microsoft Excel
5 2 (0.46%) Microsoft PowerPoint
5 2 (0.46%) OrCAD
Business Applications
1 7 (1.60%) Towers Watson Igloo
2 4 (0.92%) Distributed Ledger
3 1 (0.23%) Bloomberg AIM
3 1 (0.23%) Fidessa
3 1 (0.23%) Salesforce CRM
3 1 (0.23%) Shopify
Cloud Services
1 133 (30.43%) AWS
2 67 (15.33%) Azure
3 58 (13.27%) Cloud Computing
4 37 (8.47%) GCP
5 18 (4.12%) GitHub
6 15 (3.43%) Power Platform
7 14 (3.20%) Google Analytics
8 11 (2.52%) Azure Machine Learning
9 7 (1.60%) Snowflake
10 6 (1.37%) Amazon EKS
11 5 (1.14%) Google Tag Manager
12 4 (0.92%) Prefect
12 4 (0.92%) SaaS
12 4 (0.92%) Slack
13 3 (0.69%) Amazon SageMaker
13 3 (0.69%) Canva
13 3 (0.69%) Firebase
14 2 (0.46%) Azure DevOps
14 2 (0.46%) Google Docs
14 2 (0.46%) Serverless
Communications & Networking
1 14 (3.20%) Multicast
2 13 (2.97%) Broadband
3 8 (1.83%) Software-Defined Radio
4 6 (1.37%) Ethernet
5 5 (1.14%) TCP/IP
6 4 (0.92%) Network Security
7 2 (0.46%) 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 (5.26%) BigQuery
2 22 (5.03%) GIS
3 21 (4.81%) Elasticsearch
3 21 (4.81%) QGIS
3 21 (4.81%) Spatial Data
4 18 (4.12%) Metadata
5 15 (3.43%) Big Data
6 13 (2.97%) PostgreSQL
6 13 (2.97%) Power BI
7 12 (2.75%) NoSQL
7 12 (2.75%) Tableau
8 11 (2.52%) Hadoop
8 11 (2.52%) MongoDB
9 6 (1.37%) Data Mining
10 5 (1.14%) Data Lake
10 5 (1.14%) Relational Database
10 5 (1.14%) SQL Server
11 4 (0.92%) Amazon Athena
12 3 (0.69%) Looker
13 2 (0.46%) Redis
Development Applications
1 57 (13.04%) Visual Studio Code
2 34 (7.78%) Git
3 25 (5.72%) Rational DOORS
4 17 (3.89%) JIRA
5 4 (0.92%) MLflow
6 3 (0.69%) GitLab
7 2 (0.46%) Jenkins
8 1 (0.23%) Bitbucket
8 1 (0.23%) JConsole
8 1 (0.23%) TestRail
8 1 (0.23%) VisualVM
General
1 154 (35.24%) Finance
2 83 (18.99%) Social Skills
3 75 (17.16%) Analytical Skills
4 69 (15.79%) Retail
5 60 (13.73%) Manufacturing
6 43 (9.84%) Marketing
7 37 (8.47%) Electronics
8 35 (8.01%) Front Office
9 28 (6.41%) Games
10 21 (4.81%) Banking
11 14 (3.20%) Legal
12 13 (2.97%) Automotive
12 13 (2.97%) Law
13 12 (2.75%) Inclusion and Diversity
14 11 (2.52%) Presentation Skills
15 10 (2.29%) Financial Institution
15 10 (2.29%) Public Sector
16 5 (1.14%) Aerospace
16 5 (1.14%) Documentation Skills
16 5 (1.14%) Pharmaceutical
Job Titles
1 79 (18.08%) Senior
2 74 (16.93%) Software Engineer
3 70 (16.02%) Developer
4 52 (11.90%) Artificial Intelligence Programmer
4 52 (11.90%) Programmer
5 51 (11.67%) Trainee
5 51 (11.67%) Trainee Programmer
6 33 (7.55%) Senior Developer
7 31 (7.09%) C++ Software Engineer
7 31 (7.09%) Python Developer
8 29 (6.64%) Lead
9 27 (6.18%) Principal Engineer
10 24 (5.49%) Senior Software Engineer
11 23 (5.26%) Quantitative Developer
12 22 (5.03%) Systems Engineer
13 21 (4.81%) Consultant
14 20 (4.58%) Machine Learning Consultant
14 20 (4.58%) Senior Python Developer
14 20 (4.58%) Senior Quantitative Developer
14 20 (4.58%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 70 (16.02%) Pandas
2 69 (15.79%) NumPy
3 64 (14.65%) scikit-learn
4 58 (13.27%) Matplotlib
5 56 (12.81%) Streamlit
6 55 (12.59%) Hugging Face
7 47 (10.76%) PyTorch
8 39 (8.92%) Boost C++ Libraries
9 31 (7.09%) TensorFlow
10 27 (6.18%) Django
11 24 (5.49%) FIX Protocol
12 15 (3.43%) .NET
13 14 (3.20%) pytest
14 13 (2.97%) React
14 13 (2.97%) REST
15 11 (2.52%) RESTful
16 9 (2.06%) HTML
16 9 (2.06%) Kafka
17 7 (1.60%) Flask
17 7 (1.60%) OpenCV
Miscellaneous
1 75 (17.16%) Data Structures
2 47 (10.76%) Distributed Systems
3 41 (9.38%) Equities
4 28 (6.41%) Management Information System
5 23 (5.26%) Greenfield Project
6 21 (4.81%) Hedge funds
7 20 (4.58%) Derivative
7 20 (4.58%) FPGA
8 17 (3.89%) Cloud Native
9 16 (3.66%) Product Ownership
10 15 (3.43%) Fixed Income
11 13 (2.97%) Social Media
12 11 (2.52%) PCIe
12 11 (2.52%) Self-Motivation
13 10 (2.29%) Analytical Mindset
13 10 (2.29%) VHDL
13 10 (2.29%) Video\Live Streaming
14 9 (2.06%) Embedded Systems
15 8 (1.83%) 3D Graphics
15 8 (1.83%) Robotics
Operating Systems
1 48 (10.98%) Linux
2 4 (0.92%) Android
2 4 (0.92%) Apple iOS
3 3 (0.69%) Robot Operating System
3 3 (0.69%) Unix
4 1 (0.23%) FreeRTOS
4 1 (0.23%) Windows
Processes & Methodologies
1 182 (41.65%) AI
2 179 (40.96%) Machine Learning
3 144 (32.95%) Software Engineering
4 121 (27.69%) Computer Science
5 111 (25.40%) Analytics
6 96 (21.97%) Data Science
7 92 (21.05%) OOP
8 90 (20.59%) OO
9 87 (19.91%) Visualisation
10 79 (18.08%) Workflow
11 75 (17.16%) LLM
12 63 (14.42%) Technical Leadership
13 61 (13.96%) Data Privacy
14 60 (13.73%) Agile
14 60 (13.73%) Neural Network
15 59 (13.50%) Problem-Solving
16 58 (13.27%) Retrieval-Augmented Generation
17 57 (13.04%) Customer Service
18 56 (12.81%) Artificial Intelligence Engineering
18 56 (12.81%) Mathematics
Programming Languages
1 274 (62.70%) Python
2 105 (24.03%) C++
3 52 (11.90%) SQL
4 39 (8.92%) C
5 32 (7.32%) C#
6 25 (5.72%) Java
7 18 (4.12%) R
8 14 (3.20%) Rust
9 12 (2.75%) Go
10 10 (2.29%) JavaScript
11 7 (1.60%) Assembly Language
11 7 (1.60%) MATLAB
11 7 (1.60%) TypeScript
12 5 (1.14%) Scala
13 4 (0.92%) Bash
13 4 (0.92%) T-SQL
14 3 (0.69%) VBA
14 3 (0.69%) VC++
15 2 (0.46%) Embedded C
15 2 (0.46%) Embedded C++
Qualifications
1 117 (26.77%) Degree
2 58 (13.27%) AWS Certification
3 54 (12.36%) AWS Certified Cloud Practitioner
4 45 (10.30%) Master's Degree
5 43 (9.84%) PhD
6 37 (8.47%) Computer Science Degree
7 18 (4.12%) BPSS Clearance
8 13 (2.97%) Security Cleared
9 9 (2.06%) SC Cleared
10 7 (1.60%) DV Cleared
11 6 (1.37%) CISM
11 6 (1.37%) CISSP
12 5 (1.14%) CISA
12 5 (1.14%) CRISC
12 5 (1.14%) MBA
13 4 (0.92%) Postgraduate
14 3 (0.69%) DBS Check
15 1 (0.23%) CEH
15 1 (0.23%) GIAC
15 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 40 (9.15%) QA
2 29 (6.64%) Accessibility
3 27 (6.18%) Data Quality
4 18 (4.12%) ISO/IEC 15288
5 5 (1.14%) Actionable Recommendations
5 5 (1.14%) CDISC
5 5 (1.14%) Cyber Essentials
5 5 (1.14%) GxP
5 5 (1.14%) HL7
5 5 (1.14%) ISO/IEC 27001
6 4 (0.92%) IEC 61508
6 4 (0.92%) ISO 26262
7 3 (0.69%) EMIR
8 2 (0.46%) GDPR
8 2 (0.46%) NIST
9 1 (0.23%) AUTOSAR
9 1 (0.23%) EU AI Act
9 1 (0.23%) NIST 800
9 1 (0.23%) PCI DSS
9 1 (0.23%) Sarbanes-Oxley
System Software
1 21 (4.81%) Firmware
2 17 (3.89%) Docker
3 11 (2.52%) Embedded Firmware
Systems Management
1 12 (2.75%) Kubernetes
2 6 (1.37%) Terraform
3 4 (0.92%) Kubeflow
4 1 (0.23%) Grafana
4 1 (0.23%) logstash
4 1 (0.23%) Prometheus
Vendors
1 61 (13.96%) Microsoft
2 49 (11.21%) Google
3 18 (4.12%) IBM
4 13 (2.97%) Databricks
5 11 (2.52%) Altera
6 10 (2.29%) Screaming Frog
7 8 (1.83%) Xilinx
7 8 (1.83%) YouTube
8 6 (1.37%) Botify
8 6 (1.37%) Oracle
9 5 (1.14%) Ahrefs
9 5 (1.14%) BT
10 4 (0.92%) Remedy
11 3 (0.69%) Adobe
11 3 (0.69%) Facebook
11 3 (0.69%) Instagram
11 3 (0.69%) TikTok
12 2 (0.46%) Hotjar
12 2 (0.46%) SAP
12 2 (0.46%) Thales