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

6 months to
5 Mar 2026
Same period 2025 Same period 2024
Rank 311 168 152
Rank change year-on-year -143 -16 +14
Permanent jobs citing Algorithms 434 836 1,611
As % of all permanent jobs in the UK 0.60% 1.83% 2.05%
As % of the Miscellaneous category 1.91% 4.75% 5.65%
Number of salaries quoted 230 402 677
10th Percentile £33,750 £45,000 £41,250
25th Percentile £37,945 £55,000 £51,250
Median annual salary (50th Percentile) £66,000 £65,000 £65,000
Median % change year-on-year +1.54% - -10.34%
75th Percentile £100,000 £85,000 £85,000
90th Percentile £113,750 £111,250 £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 22,683 17,596 28,503
As % of all permanent jobs advertised in the UK 31.59% 38.49% 36.29%
Number of salaries quoted 11,516 8,608 20,435
10th Percentile £28,500 £32,750 £28,500
25th Percentile £37,500 £46,250 £39,086
Median annual salary (50th Percentile) £55,000 £62,000 £55,000
Median % change year-on-year -11.29% +12.73% -15.38%
75th Percentile £78,750 £83,750 £77,500
90th Percentile £100,000 £113,750 £98,750
UK excluding London median annual salary £48,445 £55,000 £50,000
% change year-on-year -11.92% +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 5 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 5 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 -154 380 £67,500 +2.66% 423
UK excluding London -186 210 £42,500 -32.00% 350
London -13 182 £100,000 - 154
Work from Home -123 111 £75,900 +26.50% 141
South East -128 52 £67,500 +8.00% 99
North of England -43 46 £37,500 -46.43% 55
East of England -64 35 £55,000 -27.63% 57
South West -84 34 £40,792 -37.24% 56
North West -20 26 £37,500 -56.01% 28
Midlands -22 24 £55,000 -8.33% 44
Yorkshire -46 15 £37,500 -28.57% 15
West Midlands -4 14 £37,500 -37.50% 21
Scotland -24 12 £37,500 -16.67% 21
East Midlands -37 10 £75,000 +25.00% 22
Wales -19 7 £57,500 -5.74% 18
North East -13 5 £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 50 (11.52%) Jupyter
2 20 (4.61%) ArcGIS
3 11 (2.53%) Apache Spark
4 10 (2.30%) CMS
5 9 (2.07%) Kinematics
6 5 (1.15%) Apache Airflow
6 5 (1.15%) IIS
7 3 (0.69%) Microsoft Exchange
8 1 (0.23%) Apache
8 1 (0.23%) Drupal
8 1 (0.23%) nginx
8 1 (0.23%) WordPress
Applications
1 50 (11.52%) Chatbot
2 9 (2.07%) Microsoft Office
3 7 (1.61%) Simulink
4 4 (0.92%) Microsoft Excel
5 3 (0.69%) Adobe Creative Suite
5 3 (0.69%) Adobe Premiere
5 3 (0.69%) Final Cut Pro
6 2 (0.46%) Microsoft PowerPoint
7 1 (0.23%) OrCAD
7 1 (0.23%) Spreadsheet
Business Applications
1 6 (1.38%) Towers Watson Igloo
2 4 (0.92%) 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
1 121 (27.88%) AWS
2 68 (15.67%) Azure
3 54 (12.44%) Cloud Computing
4 38 (8.76%) GCP
5 17 (3.92%) GitHub
6 16 (3.69%) Power Platform
7 15 (3.46%) Google Analytics
8 11 (2.53%) Azure Machine Learning
9 7 (1.61%) Snowflake
10 5 (1.15%) Amazon EKS
10 5 (1.15%) Google Tag Manager
10 5 (1.15%) Google Workspace
11 3 (0.69%) Amazon SageMaker
11 3 (0.69%) Canva
11 3 (0.69%) Firebase
11 3 (0.69%) Slack
12 2 (0.46%) Azure DevOps
12 2 (0.46%) dbt
12 2 (0.46%) LangSmith
12 2 (0.46%) Serverless
Communications & Networking
1 12 (2.76%) Multicast
2 7 (1.61%) Software-Defined Radio
3 6 (1.38%) Broadband
4 5 (1.15%) Ethernet
4 5 (1.15%) TCP/IP
5 4 (0.92%) Network Security
6 1 (0.23%) Internet
6 1 (0.23%) S/MIME
6 1 (0.23%) VPN
Database & Business Intelligence
1 22 (5.07%) GIS
2 21 (4.84%) BigQuery
2 21 (4.84%) QGIS
2 21 (4.84%) Spatial Data
3 20 (4.61%) Elasticsearch
3 20 (4.61%) Metadata
4 18 (4.15%) Big Data
5 14 (3.23%) Power BI
6 12 (2.76%) NoSQL
6 12 (2.76%) Tableau
7 11 (2.53%) Hadoop
8 9 (2.07%) PostgreSQL
9 7 (1.61%) Data Lake
9 7 (1.61%) MongoDB
10 6 (1.38%) Relational Database
11 5 (1.15%) Data Mining
11 5 (1.15%) SQL Server
12 3 (0.69%) Looker
12 3 (0.69%) Redis
13 2 (0.46%) Amazon Athena
Development Applications
1 53 (12.21%) Visual Studio Code
2 28 (6.45%) Rational DOORS
3 27 (6.22%) Git
4 13 (3.00%) JIRA
5 4 (0.92%) MLflow
6 3 (0.69%) GitLab
7 2 (0.46%) JConsole
7 2 (0.46%) Jenkins
7 2 (0.46%) VisualVM
8 1 (0.23%) TestRail
General
1 157 (36.18%) Finance
2 95 (21.89%) Social Skills
3 76 (17.51%) Analytical Skills
4 66 (15.21%) Retail
5 57 (13.13%) Manufacturing
6 45 (10.37%) Electronics
6 45 (10.37%) Marketing
7 38 (8.76%) Front Office
8 22 (5.07%) Games
9 20 (4.61%) Banking
10 16 (3.69%) Legal
10 16 (3.69%) Presentation Skills
11 14 (3.23%) Inclusion and Diversity
12 13 (3.00%) Law
13 12 (2.76%) Automotive
14 10 (2.30%) Financial Institution
14 10 (2.30%) Public Sector
15 8 (1.84%) Aviation
16 7 (1.61%) Aerospace
16 7 (1.61%) Telecoms
Job Titles
1 74 (17.05%) Senior
2 67 (15.44%) Software Engineer
3 59 (13.59%) Developer
4 50 (11.52%) Artificial Intelligence Programmer
4 50 (11.52%) Programmer
4 50 (11.52%) Trainee
4 50 (11.52%) Trainee Programmer
5 33 (7.60%) Lead
6 30 (6.91%) Principal Engineer
7 28 (6.45%) Senior Developer
8 27 (6.22%) C++ Software Engineer
9 25 (5.76%) Systems Engineer
10 24 (5.53%) Senior Software Engineer
11 23 (5.30%) Quantitative Developer
12 22 (5.07%) Consultant
12 22 (5.07%) Principal Systems Engineer
13 21 (4.84%) Artificial Intelligence Consultant
13 21 (4.84%) Python Developer
14 20 (4.61%) Machine Learning Consultant
14 20 (4.61%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 60 (13.82%) scikit-learn
2 59 (13.59%) Pandas
3 58 (13.36%) NumPy
4 54 (12.44%) Matplotlib
5 52 (11.98%) Streamlit
6 51 (11.75%) Hugging Face
7 41 (9.45%) PyTorch
8 35 (8.06%) Boost C++ Libraries
9 26 (5.99%) Django
9 26 (5.99%) TensorFlow
10 23 (5.30%) FIX Protocol
11 14 (3.23%) .NET
12 12 (2.76%) Kafka
12 12 (2.76%) pytest
13 11 (2.53%) React
14 10 (2.30%) RESTful
15 9 (2.07%) Middleware
16 8 (1.84%) Flask
16 8 (1.84%) HTML
17 7 (1.61%) FastAPI
Miscellaneous
1 70 (16.13%) Data Structures
2 45 (10.37%) Distributed Systems
3 39 (8.99%) Equities
4 28 (6.45%) Management Information System
5 21 (4.84%) Greenfield Project
5 21 (4.84%) Hedge funds
6 19 (4.38%) Cloud Native
6 19 (4.38%) Derivative
7 17 (3.92%) FPGA
8 13 (3.00%) Fixed Income
8 13 (3.00%) Social Media
9 12 (2.76%) Robotics
9 12 (2.76%) Self-Motivation
10 11 (2.53%) Product Ownership
11 10 (2.30%) Analytical Mindset
11 10 (2.30%) PCIe
12 9 (2.07%) Embedded Systems
12 9 (2.07%) Life Science
13 8 (1.84%) 3D Graphics
14 7 (1.61%) VHDL
Operating Systems
1 44 (10.14%) 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
Processes & Methodologies
1 188 (43.32%) AI
2 177 (40.78%) Machine Learning
3 129 (29.72%) Software Engineering
4 128 (29.49%) Computer Science
5 122 (28.11%) Analytics
6 102 (23.50%) Data Science
7 85 (19.59%) OO
8 83 (19.12%) OOP
8 83 (19.12%) Visualisation
9 74 (17.05%) Workflow
10 70 (16.13%) LLM
11 67 (15.44%) Technical Leadership
12 65 (14.98%) Mathematics
12 65 (14.98%) Problem-Solving
13 63 (14.52%) Agile
14 59 (13.59%) Data Analysis
14 59 (13.59%) Data Privacy
15 56 (12.90%) Neural Network
16 53 (12.21%) Customer Service
16 53 (12.21%) Retrieval-Augmented Generation
Programming Languages
1 266 (61.29%) Python
2 106 (24.42%) C++
3 54 (12.44%) SQL
4 48 (11.06%) C
5 36 (8.29%) Java
6 33 (7.60%) C#
7 20 (4.61%) R
8 14 (3.23%) MATLAB
8 14 (3.23%) Rust
9 13 (3.00%) JavaScript
10 9 (2.07%) Assembly Language
11 8 (1.84%) Go
12 6 (1.38%) Bash
13 5 (1.15%) Scala
14 4 (0.92%) T-SQL
14 4 (0.92%) TypeScript
15 3 (0.69%) Objective-C
15 3 (0.69%) Tcl
15 3 (0.69%) VBA
15 3 (0.69%) VC++
Qualifications
1 132 (30.41%) Degree
2 52 (11.98%) AWS Certification
2 52 (11.98%) Master's Degree
3 51 (11.75%) PhD
4 50 (11.52%) AWS Certified Cloud Practitioner
5 38 (8.76%) Computer Science Degree
6 35 (8.06%) BPSS Clearance
7 28 (6.45%) Security Cleared
8 23 (5.30%) SC Cleared
9 8 (1.84%) CISM
9 8 (1.84%) CISSP
9 8 (1.84%) DV Cleared
10 7 (1.61%) CISA
10 7 (1.61%) CRISC
11 5 (1.15%) MBA
12 4 (0.92%) DBS Check
12 4 (0.92%) Postgraduate
13 1 (0.23%) CEH
13 1 (0.23%) GIAC
13 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 32 (7.37%) QA
2 31 (7.14%) Accessibility
3 29 (6.68%) Data Quality
4 22 (5.07%) ISO/IEC 15288
5 7 (1.61%) CDISC
5 7 (1.61%) Cyber Essentials
5 7 (1.61%) GxP
5 7 (1.61%) HL7
5 7 (1.61%) ISO/IEC 27001
6 5 (1.15%) Actionable Recommendations
7 4 (0.92%) IEC 61508
7 4 (0.92%) ISO 26262
8 3 (0.69%) EMIR
9 2 (0.46%) GDPR
9 2 (0.46%) NIST
10 1 (0.23%) EU AI Act
10 1 (0.23%) HIPAA
10 1 (0.23%) NIST 800
10 1 (0.23%) PCI DSS
10 1 (0.23%) Sarbanes-Oxley
System Software
1 22 (5.07%) Firmware
2 16 (3.69%) Docker
3 10 (2.30%) Embedded Firmware
Systems Management
1 14 (3.23%) Kubernetes
2 4 (0.92%) Terraform
3 3 (0.69%) Kubeflow
4 2 (0.46%) logstash
4 2 (0.46%) Prometheus
5 1 (0.23%) Grafana
Vendors
1 59 (13.59%) Microsoft
2 55 (12.67%) Google
3 22 (5.07%) IBM
4 10 (2.30%) Altera
4 10 (2.30%) Screaming Frog
5 9 (2.07%) Databricks
5 9 (2.07%) YouTube
6 6 (1.38%) Botify
6 6 (1.38%) Oracle
6 6 (1.38%) Xilinx
7 5 (1.15%) Ahrefs
7 5 (1.15%) BT
8 4 (0.92%) Remedy
9 3 (0.69%) Adobe
9 3 (0.69%) Facebook
9 3 (0.69%) Instagram
9 3 (0.69%) TikTok
10 2 (0.46%) Hotjar
10 2 (0.46%) SAP
11 1 (0.23%) Charles River