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 8 February 2026, comparing them to the same period in the previous two years.

6 months to
8 Feb 2026
Same period 2025 Same period 2024
Rank 327 196 168
Rank change year-on-year -131 -28 -3
Permanent jobs citing Algorithms 393 799 1,363
As % of all permanent jobs in the UK 0.60% 1.58% 1.83%
As % of the Miscellaneous category 1.84% 4.20% 5.09%
Number of salaries quoted 202 401 663
10th Percentile £33,750 £45,000 £41,250
25th Percentile £46,250 £54,000 £51,250
Median annual salary (50th Percentile) £75,000 £65,000 £67,500
Median % change year-on-year +15.38% -3.70% -6.90%
75th Percentile £111,250 £82,500 £85,000
90th Percentile £137,500 £105,000 £120,000
UK excluding London median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +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 21,302 19,012 26,796
As % of all permanent jobs advertised in the UK 32.59% 37.50% 36.05%
Number of salaries quoted 10,750 8,807 19,748
10th Percentile £28,000 £34,000 £29,375
25th Percentile £37,500 £46,250 £40,000
Median annual salary (50th Percentile) £55,000 £61,500 £56,500
Median % change year-on-year -10.57% +8.85% -13.08%
75th Percentile £77,500 £83,750 £77,500
90th Percentile £100,000 £112,500 £100,000
UK excluding London median annual salary £47,500 £55,000 £50,000
% change year-on-year -13.64% +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 8 February 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 8 February 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 -109 363 £75,000 +15.38% 347
London +10 193 £102,500 +7.89% 144
UK excluding London -169 181 £55,000 -12.00% 268
Work from Home -64 110 £75,900 +26.50% 133
South East -115 50 £67,500 +8.00% 90
East of England -37 37 £55,000 -27.63% 29
South West -39 29 £40,792 -37.24% 40
North of England -36 26 £37,500 -35.63% 45
Midlands -11 21 £73,000 +21.67% 33
North West +1 17 £41,250 -39.78% 24
West Midlands +3 11 £55,000 -8.33% 14
Scotland -30 10 £75,900 +68.67% 21
Wales -2 8 £57,500 -7.26% 13
East Midlands -27 8 £75,000 +25.00% 19
Yorkshire -38 7 £37,500 -16.67% 14
North East -4 2 £37,500 -37.50% 7

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 16 (4.07%) Jupyter
2 15 (3.82%) Apache Spark
3 12 (3.05%) Kinematics
4 9 (2.29%) Apache Airflow
5 5 (1.27%) IIS
6 3 (0.76%) Microsoft Exchange
7 2 (0.51%) CMS
7 2 (0.51%) Luigi
7 2 (0.51%) WordPress
8 1 (0.25%) Apache
8 1 (0.25%) Drupal
8 1 (0.25%) nginx
Applications
1 16 (4.07%) Chatbot
2 7 (1.78%) Microsoft Office
2 7 (1.78%) Simulink
3 3 (0.76%) Adobe Creative Suite
3 3 (0.76%) Adobe Premiere
3 3 (0.76%) Final Cut Pro
3 3 (0.76%) Microsoft Excel
4 1 (0.25%) Microsoft PowerPoint
4 1 (0.25%) Spreadsheet
Business Applications
1 4 (1.02%) Distributed Ledger
1 4 (1.02%) Shopify
1 4 (1.02%) Towers Watson Igloo
2 2 (0.51%) Dynamics CRM
3 1 (0.25%) Bloomberg AIM
3 1 (0.25%) Fidessa
3 1 (0.25%) Salesforce CRM
Cloud Services
1 67 (17.05%) AWS
2 49 (12.47%) Azure
3 42 (10.69%) GCP
4 20 (5.09%) Cloud Computing
5 16 (4.07%) GitHub
6 14 (3.56%) Power Platform
7 13 (3.31%) Azure Machine Learning
8 12 (3.05%) Google Analytics
9 9 (2.29%) Snowflake
10 5 (1.27%) Google Tag Manager
10 5 (1.27%) Google Workspace
11 4 (1.02%) Azure DevOps
11 4 (1.02%) dbt
11 4 (1.02%) LangSmith
12 3 (0.76%) Amazon EKS
12 3 (0.76%) Canva
12 3 (0.76%) Firebase
12 3 (0.76%) Slack
13 2 (0.51%) Salesforce Commerce Cloud
13 2 (0.51%) Serverless
Communications & Networking
1 13 (3.31%) Multicast
2 6 (1.53%) Broadband
2 6 (1.53%) Software-Defined Radio
3 5 (1.27%) TCP/IP
4 4 (1.02%) Ethernet
4 4 (1.02%) Network Security
5 1 (0.25%) Internet
5 1 (0.25%) S/MIME
5 1 (0.25%) VPN
5 1 (0.25%) Wireless
Database & Business Intelligence
1 20 (5.09%) Big Data
2 17 (4.33%) BigQuery
2 17 (4.33%) Metadata
3 16 (4.07%) Elasticsearch
4 14 (3.56%) Hadoop
4 14 (3.56%) NoSQL
4 14 (3.56%) Power BI
5 13 (3.31%) Tableau
6 11 (2.80%) PostgreSQL
7 10 (2.54%) Data Lake
8 8 (2.04%) MongoDB
9 7 (1.78%) Relational Database
10 5 (1.27%) Data Mining
10 5 (1.27%) SQL Server
11 3 (0.76%) Apache Cassandra
11 3 (0.76%) Looker
11 3 (0.76%) MySQL
11 3 (0.76%) Redis
12 2 (0.51%) KDB
13 1 (0.25%) Spotfire
Development Applications
1 31 (7.89%) Rational DOORS
2 23 (5.85%) Git
3 18 (4.58%) Visual Studio Code
4 14 (3.56%) JIRA
5 7 (1.78%) MLflow
6 2 (0.51%) GitLab
6 2 (0.51%) JConsole
6 2 (0.51%) Jenkins
6 2 (0.51%) VisualVM
7 1 (0.25%) TestRail
General
1 124 (31.55%) Finance
2 94 (23.92%) Social Skills
3 64 (16.28%) Analytical Skills
4 53 (13.49%) Electronics
5 41 (10.43%) Front Office
6 38 (9.67%) Marketing
7 31 (7.89%) Games
8 28 (7.12%) Law
9 24 (6.11%) Banking
10 23 (5.85%) Manufacturing
10 23 (5.85%) Retail
11 17 (4.33%) Presentation Skills
12 12 (3.05%) Inclusion and Diversity
13 11 (2.80%) Financial Institution
14 10 (2.54%) Legal
14 10 (2.54%) Public Sector
15 8 (2.04%) Automotive
15 8 (2.04%) Aviation
16 7 (1.78%) Telecoms
17 6 (1.53%) Aerospace
Job Titles
1 72 (18.32%) Senior
2 66 (16.79%) Software Engineer
3 63 (16.03%) Developer
4 43 (10.94%) Lead
5 33 (8.40%) Principal Engineer
6 29 (7.38%) Quantitative Developer
6 29 (7.38%) Systems Engineer
7 26 (6.62%) Artificial Intelligence Engineer
7 26 (6.62%) Principal Systems Engineer
8 25 (6.36%) Senior Developer
9 24 (6.11%) Senior Software Engineer
10 23 (5.85%) C++ Software Engineer
11 21 (5.34%) Python Developer
12 19 (4.83%) C++ Developer
12 19 (4.83%) C++ Quantitative Developer
12 19 (4.83%) Data Scientist
13 18 (4.58%) Linux Developer
13 18 (4.58%) Senior C++ Developer
13 18 (4.58%) Senior Python Developer
13 18 (4.58%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.16%) Boost C++ Libraries
2 27 (6.87%) scikit-learn
2 27 (6.87%) TensorFlow
3 25 (6.36%) Pandas
4 24 (6.11%) FIX Protocol
4 24 (6.11%) NumPy
5 23 (5.85%) Django
6 21 (5.34%) PyTorch
7 20 (5.09%) Matplotlib
8 18 (4.58%) Streamlit
9 17 (4.33%) Hugging Face
10 16 (4.07%) Kafka
11 14 (3.56%) .NET
12 13 (3.31%) pytest
13 12 (3.05%) Middleware
14 10 (2.54%) FHIR
14 10 (2.54%) HTML
15 8 (2.04%) CSS
15 8 (2.04%) FastAPI
15 8 (2.04%) Flask
Miscellaneous
1 61 (15.52%) Data Structures
2 45 (11.45%) Equities
3 41 (10.43%) Distributed Systems
4 25 (6.36%) Management Information System
5 23 (5.85%) Hedge funds
6 22 (5.60%) Derivative
7 21 (5.34%) Cloud Native
8 19 (4.83%) Greenfield Project
9 15 (3.82%) Robotics
10 14 (3.56%) Fixed Income
11 12 (3.05%) FPGA
11 12 (3.05%) Life Science
11 12 (3.05%) Product Ownership
11 12 (3.05%) Social Media
12 11 (2.80%) Omics
12 11 (2.80%) Self-Motivation
13 10 (2.54%) Analytical Mindset
13 10 (2.54%) Embedded Systems
14 8 (2.04%) 3D Graphics
15 7 (1.78%) Foreign Exchange (FX)
Operating Systems
1 46 (11.70%) Linux
2 4 (1.02%) Android
2 4 (1.02%) Apple iOS
2 4 (1.02%) Unix
3 3 (0.76%) Robot Operating System
4 1 (0.25%) FreeRTOS
4 1 (0.25%) Windows
Processes & Methodologies
1 147 (37.40%) AI
2 133 (33.84%) Software Engineering
3 130 (33.08%) Machine Learning
4 129 (32.82%) Computer Science
5 115 (29.26%) Analytics
6 87 (22.14%) Data Science
7 75 (19.08%) Mathematics
8 72 (18.32%) Problem-Solving
9 65 (16.54%) Agile
10 56 (14.25%) Low Latency
11 52 (13.23%) Technical Leadership
12 51 (12.98%) OO
12 51 (12.98%) OOP
12 51 (12.98%) Visualisation
13 49 (12.47%) Statistics
14 48 (12.21%) Decision-Making
15 46 (11.70%) DevOps
16 45 (11.45%) Data Analytics
16 45 (11.45%) SDLC
17 43 (10.94%) Signal Processing
Programming Languages
1 222 (56.49%) Python
2 103 (26.21%) C++
3 57 (14.50%) SQL
4 49 (12.47%) C
5 45 (11.45%) Java
6 33 (8.40%) C#
7 20 (5.09%) R
8 16 (4.07%) JavaScript
9 15 (3.82%) MATLAB
10 10 (2.54%) Rust
11 8 (2.04%) Go
11 8 (2.04%) Scala
12 7 (1.78%) Assembly Language
13 6 (1.53%) Bash
14 4 (1.02%) Fortran
14 4 (1.02%) T-SQL
15 3 (0.76%) Google Apps Script
15 3 (0.76%) Objective-C
15 3 (0.76%) Swift
15 3 (0.76%) Tcl
Qualifications
1 154 (39.19%) Degree
2 75 (19.08%) Master's Degree
3 73 (18.58%) PhD
4 40 (10.18%) BPSS Clearance
5 35 (8.91%) Computer Science Degree
6 28 (7.12%) Security Cleared
7 23 (5.85%) SC Cleared
8 16 (4.07%) AWS Certification
8 16 (4.07%) AWS Certified Cloud Practitioner
9 8 (2.04%) CISM
9 8 (2.04%) CISSP
10 7 (1.78%) CISA
10 7 (1.78%) CRISC
10 7 (1.78%) DV Cleared
11 5 (1.27%) MBA
12 4 (1.02%) DBS Check
12 4 (1.02%) Postgraduate
13 1 (0.25%) A+ Certification
13 1 (0.25%) Microsoft Certification
13 1 (0.25%) Microsoft Certified Professional
Quality Assurance & Compliance
1 28 (7.12%) Data Quality
2 27 (6.87%) ISO/IEC 15288
3 14 (3.56%) Accessibility
4 13 (3.31%) QA
5 10 (2.54%) CDISC
5 10 (2.54%) GxP
5 10 (2.54%) HL7
6 7 (1.78%) Cyber Essentials
6 7 (1.78%) ISO/IEC 27001
7 6 (1.53%) Actionable Recommendations
8 5 (1.27%) ISO 26262
9 4 (1.02%) IEC 61508
10 2 (0.51%) EMIR
10 2 (0.51%) NIST
11 1 (0.25%) GDPR
11 1 (0.25%) GMP
11 1 (0.25%) HIPAA
11 1 (0.25%) NIST 800
11 1 (0.25%) PCI DSS
11 1 (0.25%) Sarbanes-Oxley
System Software
1 18 (4.58%) Firmware
2 16 (4.07%) Docker
3 8 (2.04%) Embedded Firmware
Systems Management
1 14 (3.56%) Kubernetes
2 4 (1.02%) Kubeflow
2 4 (1.02%) Terraform
3 2 (0.51%) Ansible
3 2 (0.51%) logstash
3 2 (0.51%) Progress Chef
3 2 (0.51%) Prometheus
3 2 (0.51%) Puppet
4 1 (0.25%) Functional Safety
4 1 (0.25%) Grafana
Vendors
1 40 (10.18%) Google
2 27 (6.87%) IBM
3 25 (6.36%) Microsoft
4 11 (2.80%) Databricks
5 9 (2.29%) Screaming Frog
6 8 (2.04%) YouTube
7 7 (1.78%) Altera
8 6 (1.53%) Ahrefs
8 6 (1.53%) Oracle
9 5 (1.27%) Adobe
9 5 (1.27%) BT
10 4 (1.02%) Xilinx
11 3 (0.76%) Facebook
11 3 (0.76%) Instagram
11 3 (0.76%) Remedy
11 3 (0.76%) Salesforce
11 3 (0.76%) TikTok
12 2 (0.51%) Hotjar
12 2 (0.51%) SAP
13 1 (0.25%) Thales