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

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 323 159 143
Rank change year-on-year -164 -16 +24
Permanent jobs citing Algorithms 438 831 1,785
As % of all permanent jobs in the UK 0.58% 1.95% 2.10%
As % of the Miscellaneous category 1.91% 5.01% 5.78%
Number of salaries quoted 240 421 681
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 22,979 16,584 30,868
As % of all permanent jobs advertised in the UK 30.61% 39.00% 36.29%
Number of salaries quoted 11,663 8,843 21,742
10th Percentile £29,000 £32,500 £28,500
25th Percentile £37,500 £45,000 £38,750
Median annual salary (50th Percentile) £57,028 £60,000 £55,000
Median % change year-on-year -4.95% +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 19 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 19 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 -172 384 £64,500 -0.77% 413
UK excluding London -198 209 £40,792 -34.73% 349
London -28 189 £100,000 -1.23% 126
Work from Home -144 100 £71,000 +18.33% 110
South East -130 55 £67,250 +7.60% 97
North of England -58 47 £37,500 -47.91% 61
South West -97 31 £40,792 -37.24% 52
Midlands -34 30 £50,000 -16.67% 49
North West -19 28 £37,500 -56.88% 31
East of England -87 26 £42,500 -44.08% 58
West Midlands -5 18 £37,500 -37.50% 21
Scotland -36 13 £37,500 -16.67% 19
Yorkshire -45 13 £37,500 -28.57% 18
East Midlands -57 11 £75,000 +25.00% 28
Wales -22 7 £57,500 -4.17% 12
North East -18 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 (12.33%) Jupyter
2 20 (4.57%) ArcGIS
3 11 (2.51%) Apache Spark
4 10 (2.28%) CMS
5 9 (2.05%) Apache Airflow
6 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 (12.33%) Chatbot
2 5 (1.14%) Microsoft Office
3 4 (0.91%) Simulink
4 3 (0.68%) Adobe Creative Suite
4 3 (0.68%) Adobe Premiere
4 3 (0.68%) Final Cut Pro
4 3 (0.68%) Microsoft Excel
5 2 (0.46%) Microsoft PowerPoint
5 2 (0.46%) OrCAD
Business Applications
1 7 (1.60%) Towers Watson Igloo
2 4 (0.91%) 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
1 135 (30.82%) AWS
2 69 (15.75%) Azure
3 58 (13.24%) Cloud Computing
4 39 (8.90%) GCP
5 18 (4.11%) GitHub
6 15 (3.42%) 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%) SaaS
11 4 (0.91%) Slack
12 3 (0.68%) Amazon SageMaker
12 3 (0.68%) Canva
12 3 (0.68%) Firebase
13 2 (0.46%) Azure DevOps
13 2 (0.46%) Google Workspace
13 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 (0.91%) 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 25 (5.71%) BigQuery
2 22 (5.02%) Elasticsearch
2 22 (5.02%) GIS
3 21 (4.79%) QGIS
3 21 (4.79%) Spatial Data
4 19 (4.34%) Metadata
5 15 (3.42%) Big Data
6 13 (2.97%) PostgreSQL
6 13 (2.97%) Power BI
7 12 (2.74%) NoSQL
7 12 (2.74%) Tableau
8 11 (2.51%) Hadoop
8 11 (2.51%) 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 (0.91%) Amazon Athena
12 3 (0.68%) Looker
13 1 (0.23%) Geospatial Data
Development Applications
1 57 (13.01%) Visual Studio Code
2 34 (7.76%) Git
3 25 (5.71%) Rational DOORS
4 17 (3.88%) JIRA
5 4 (0.91%) MLflow
6 3 (0.68%) GitLab
7 2 (0.46%) Jenkins
8 1 (0.23%) Bitbucket
8 1 (0.23%) TestRail
General
1 153 (34.93%) Finance
2 83 (18.95%) Social Skills
3 75 (17.12%) Analytical Skills
4 69 (15.75%) Retail
5 60 (13.70%) Manufacturing
6 44 (10.05%) Marketing
7 37 (8.45%) Electronics
8 34 (7.76%) Front Office
9 28 (6.39%) Games
10 20 (4.57%) Banking
11 14 (3.20%) Legal
12 13 (2.97%) Automotive
12 13 (2.97%) Law
13 12 (2.74%) Inclusion and Diversity
14 11 (2.51%) Presentation Skills
15 10 (2.28%) Financial Institution
15 10 (2.28%) Public Sector
16 5 (1.14%) Aerospace
16 5 (1.14%) Documentation Skills
16 5 (1.14%) Pharmaceutical
Job Titles
1 80 (18.26%) Senior
2 75 (17.12%) Software Engineer
3 69 (15.75%) Developer
4 52 (11.87%) Artificial Intelligence Programmer
4 52 (11.87%) Programmer
5 51 (11.64%) Trainee
5 51 (11.64%) Trainee Programmer
6 33 (7.53%) Senior Developer
7 31 (7.08%) C++ Software Engineer
7 31 (7.08%) Python Developer
8 29 (6.62%) Lead
9 27 (6.16%) Principal Engineer
10 24 (5.48%) Senior Software Engineer
11 23 (5.25%) Quantitative Developer
12 22 (5.02%) Systems Engineer
13 21 (4.79%) Consultant
14 20 (4.57%) Machine Learning Consultant
14 20 (4.57%) Senior Python Developer
14 20 (4.57%) Senior Quantitative Developer
14 20 (4.57%) Spatial Consultant
Libraries, Frameworks & Software Standards
1 70 (15.98%) Pandas
2 69 (15.75%) NumPy
3 63 (14.38%) 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 30 (6.85%) TensorFlow
10 29 (6.62%) Django
11 24 (5.48%) FIX Protocol
12 15 (3.42%) .NET
13 14 (3.20%) pytest
14 13 (2.97%) React
14 13 (2.97%) REST
15 12 (2.74%) RESTful
16 9 (2.05%) HTML
17 8 (1.83%) Kafka
18 7 (1.60%) Flask
18 7 (1.60%) OpenCV
Miscellaneous
1 76 (17.35%) Data Structures
2 47 (10.73%) Distributed Systems
3 41 (9.36%) Equities
4 28 (6.39%) Management Information System
5 25 (5.71%) Greenfield Project
6 21 (4.79%) Hedge funds
7 20 (4.57%) Derivative
7 20 (4.57%) FPGA
8 17 (3.88%) Cloud Native
9 15 (3.42%) Fixed Income
9 15 (3.42%) Product Ownership
10 13 (2.97%) Social Media
11 11 (2.51%) PCIe
11 11 (2.51%) Self-Motivation
12 10 (2.28%) Analytical Mindset
12 10 (2.28%) VHDL
12 10 (2.28%) Video\Live Streaming
13 9 (2.05%) Embedded Systems
14 8 (1.83%) 3D Graphics
14 8 (1.83%) Robotics
Operating Systems
1 48 (10.96%) Linux
2 4 (0.91%) Android
2 4 (0.91%) Apple iOS
3 3 (0.68%) Robot Operating System
3 3 (0.68%) Unix
4 1 (0.23%) FreeRTOS
4 1 (0.23%) Windows
Processes & Methodologies
1 181 (41.32%) AI
2 178 (40.64%) Machine Learning
3 146 (33.33%) Software Engineering
4 122 (27.85%) Computer Science
5 111 (25.34%) Analytics
6 96 (21.92%) Data Science
7 92 (21.00%) OOP
8 90 (20.55%) OO
9 87 (19.86%) Visualisation
10 78 (17.81%) Workflow
11 75 (17.12%) LLM
12 63 (14.38%) Technical Leadership
13 61 (13.93%) Data Privacy
14 60 (13.70%) Agile
14 60 (13.70%) Neural Network
15 59 (13.47%) Problem-Solving
16 58 (13.24%) Retrieval-Augmented Generation
17 57 (13.01%) Customer Service
18 56 (12.79%) Artificial Intelligence Engineering
18 56 (12.79%) Mathematics
Programming Languages
1 275 (62.79%) Python
2 105 (23.97%) C++
3 52 (11.87%) SQL
4 39 (8.90%) C
5 32 (7.31%) C#
6 24 (5.48%) Java
7 18 (4.11%) R
8 14 (3.20%) Rust
9 12 (2.74%) Go
10 10 (2.28%) JavaScript
11 7 (1.60%) Assembly Language
11 7 (1.60%) MATLAB
11 7 (1.60%) TypeScript
12 5 (1.14%) Scala
13 4 (0.91%) Bash
13 4 (0.91%) T-SQL
14 3 (0.68%) VBA
14 3 (0.68%) VC++
15 2 (0.46%) Embedded C
15 2 (0.46%) Embedded C++
Qualifications
1 118 (26.94%) Degree
2 58 (13.24%) AWS Certification
3 54 (12.33%) AWS Certified Cloud Practitioner
4 45 (10.27%) Master's Degree
5 42 (9.59%) PhD
6 39 (8.90%) Computer Science Degree
7 18 (4.11%) BPSS Clearance
8 13 (2.97%) Security Cleared
9 9 (2.05%) 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 (0.91%) Postgraduate
14 3 (0.68%) DBS Check
15 1 (0.23%) CEH
15 1 (0.23%) GIAC
15 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 40 (9.13%) QA
2 29 (6.62%) Accessibility
3 27 (6.16%) Data Quality
4 18 (4.11%) 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 (0.91%) IEC 61508
6 4 (0.91%) ISO 26262
7 3 (0.68%) 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 (4.79%) Firmware
2 16 (3.65%) Docker
3 11 (2.51%) Embedded Firmware
Systems Management
1 12 (2.74%) Kubernetes
2 6 (1.37%) Terraform
3 4 (0.91%) Kubeflow
4 1 (0.23%) Grafana
Vendors
1 61 (13.93%) Microsoft
2 52 (11.87%) Google
3 18 (4.11%) IBM
4 13 (2.97%) Databricks
5 11 (2.51%) Altera
5 11 (2.51%) Screaming Frog
6 8 (1.83%) Xilinx
6 8 (1.83%) YouTube
7 6 (1.37%) Botify
7 6 (1.37%) Oracle
8 5 (1.14%) Ahrefs
8 5 (1.14%) BT
9 4 (0.91%) Remedy
10 3 (0.68%) Adobe
10 3 (0.68%) Facebook
10 3 (0.68%) Instagram
10 3 (0.68%) TikTok
11 2 (0.46%) Hotjar
11 2 (0.46%) SAP
11 2 (0.46%) Thales