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

6 months to
5 Feb 2026
Same period 2025 Same period 2024
Rank 320 198 162
Rank change year-on-year -122 -36 +12
Permanent jobs citing Algorithms 398 798 1,344
As % of all permanent jobs in the UK 0.61% 1.56% 1.84%
As % of the Miscellaneous category 1.87% 4.18% 5.12%
Number of salaries quoted 202 399 648
10th Percentile £34,125 £45,000 £41,250
25th Percentile £46,563 £54,750 £51,250
Median annual salary (50th Percentile) £75,450 £65,000 £67,500
Median % change year-on-year +16.08% -3.70% -6.90%
75th Percentile £111,250 £82,500 £86,500
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 21,263 19,081 26,264
As % of all permanent jobs advertised in the UK 32.84% 37.33% 36.02%
Number of salaries quoted 10,707 8,877 19,374
10th Percentile £28,000 £34,000 £29,440
25th Percentile £37,500 £46,250 £40,000
Median annual salary (50th Percentile) £55,000 £61,500 £57,291
Median % change year-on-year -10.57% +7.35% -11.86%
75th Percentile £77,500 £83,750 £77,715
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 5 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 5 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 -103 368 £75,900 +14.14% 343
London +13 196 £102,500 +13.89% 145
UK excluding London -160 182 £55,000 -12.00% 262
Work from Home -63 114 £75,900 +26.50% 111
South East -105 51 £67,500 +8.00% 93
East of England -38 37 £55,000 -27.63% 29
South West -44 29 £40,792 -37.24% 40
North of England -28 25 £37,500 -35.63% 48
Midlands -1 22 £73,000 +21.67% 29
North West -13 17 £41,250 -37.74% 25
West Midlands +11 11 £55,000 -8.33% 10
Scotland -24 10 £75,900 +68.67% 17
East Midlands -22 9 £75,000 +25.00% 19
Wales -3 8 £57,500 -7.26% 11
Yorkshire -28 7 £37,500 -16.67% 15
North East -12 1 £37,500 -37.50% 8

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 (4.02%) Apache Spark
2 15 (3.77%) Jupyter
3 12 (3.02%) Kinematics
4 9 (2.26%) Apache Airflow
5 5 (1.26%) IIS
6 3 (0.75%) Microsoft Exchange
7 2 (0.50%) CMS
7 2 (0.50%) Luigi
7 2 (0.50%) WordPress
8 1 (0.25%) Apache
8 1 (0.25%) Drupal
8 1 (0.25%) nginx
Applications
1 15 (3.77%) Chatbot
2 7 (1.76%) Microsoft Office
2 7 (1.76%) Simulink
3 3 (0.75%) Adobe Creative Suite
3 3 (0.75%) Adobe Premiere
3 3 (0.75%) Final Cut Pro
3 3 (0.75%) Microsoft Excel
4 1 (0.25%) Microsoft PowerPoint
4 1 (0.25%) Spreadsheet
Business Applications
1 4 (1.01%) Distributed Ledger
1 4 (1.01%) Shopify
1 4 (1.01%) Towers Watson Igloo
2 2 (0.50%) Dynamics CRM
3 1 (0.25%) Bloomberg AIM
3 1 (0.25%) Fidessa
3 1 (0.25%) Salesforce CRM
Cloud Services
1 68 (17.09%) AWS
2 51 (12.81%) Azure
3 44 (11.06%) GCP
4 19 (4.77%) Cloud Computing
5 16 (4.02%) GitHub
6 14 (3.52%) Power Platform
7 13 (3.27%) Azure Machine Learning
8 12 (3.02%) Google Analytics
9 9 (2.26%) Snowflake
10 5 (1.26%) Google Tag Manager
10 5 (1.26%) Google Workspace
11 4 (1.01%) Azure DevOps
11 4 (1.01%) dbt
11 4 (1.01%) LangSmith
12 3 (0.75%) Amazon EKS
12 3 (0.75%) Canva
12 3 (0.75%) Firebase
12 3 (0.75%) Slack
13 2 (0.50%) Salesforce Commerce Cloud
13 2 (0.50%) Serverless
Communications & Networking
1 13 (3.27%) Multicast
2 6 (1.51%) Broadband
2 6 (1.51%) Software-Defined Radio
3 5 (1.26%) TCP/IP
4 4 (1.01%) Ethernet
4 4 (1.01%) 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 21 (5.28%) Big Data
2 17 (4.27%) BigQuery
2 17 (4.27%) Metadata
3 16 (4.02%) Elasticsearch
4 15 (3.77%) NoSQL
5 14 (3.52%) Hadoop
5 14 (3.52%) Power BI
6 13 (3.27%) Tableau
7 12 (3.02%) PostgreSQL
8 10 (2.51%) Data Lake
9 9 (2.26%) MongoDB
10 7 (1.76%) Relational Database
11 5 (1.26%) Data Mining
11 5 (1.26%) SQL Server
12 3 (0.75%) Apache Cassandra
12 3 (0.75%) Looker
12 3 (0.75%) MySQL
12 3 (0.75%) Redis
13 2 (0.50%) KDB
14 1 (0.25%) Spotfire
Development Applications
1 33 (8.29%) Rational DOORS
2 23 (5.78%) Git
3 17 (4.27%) Visual Studio Code
4 14 (3.52%) JIRA
5 8 (2.01%) MLflow
6 2 (0.50%) GitLab
6 2 (0.50%) JConsole
6 2 (0.50%) Jenkins
6 2 (0.50%) VisualVM
7 1 (0.25%) TestRail
General
1 124 (31.16%) Finance
2 96 (24.12%) Social Skills
3 64 (16.08%) Analytical Skills
4 55 (13.82%) Electronics
5 42 (10.55%) Front Office
6 38 (9.55%) Marketing
7 31 (7.79%) Games
8 28 (7.04%) Law
9 26 (6.53%) Banking
10 22 (5.53%) Manufacturing
10 22 (5.53%) Retail
11 18 (4.52%) Presentation Skills
12 12 (3.02%) Financial Institution
12 12 (3.02%) Inclusion and Diversity
13 10 (2.51%) Legal
13 10 (2.51%) Public Sector
14 8 (2.01%) Automotive
14 8 (2.01%) Aviation
14 8 (2.01%) Telecoms
15 6 (1.51%) Aerospace
Job Titles
1 73 (18.34%) Senior
2 66 (16.58%) Developer
3 64 (16.08%) Software Engineer
4 44 (11.06%) Lead
5 35 (8.79%) Principal Engineer
6 31 (7.79%) Systems Engineer
7 30 (7.54%) Quantitative Developer
8 28 (7.04%) Principal Systems Engineer
9 27 (6.78%) Artificial Intelligence Engineer
10 25 (6.28%) Senior Developer
11 24 (6.03%) Senior Software Engineer
12 21 (5.28%) C++ Software Engineer
12 21 (5.28%) Python Developer
13 19 (4.77%) C++ Developer
13 19 (4.77%) C++ Quantitative Developer
13 19 (4.77%) Data Scientist
14 18 (4.52%) Linux Developer
14 18 (4.52%) Senior C++ Developer
14 18 (4.52%) Senior Python Developer
14 18 (4.52%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.05%) Boost C++ Libraries
2 28 (7.04%) TensorFlow
3 27 (6.78%) scikit-learn
4 24 (6.03%) Django
4 24 (6.03%) FIX Protocol
4 24 (6.03%) Pandas
5 23 (5.78%) NumPy
6 22 (5.53%) PyTorch
7 19 (4.77%) Matplotlib
8 17 (4.27%) Kafka
8 17 (4.27%) Streamlit
9 16 (4.02%) Hugging Face
10 14 (3.52%) .NET
11 13 (3.27%) pytest
12 12 (3.02%) Middleware
13 10 (2.51%) FHIR
13 10 (2.51%) HTML
14 9 (2.26%) FastAPI
14 9 (2.26%) Flask
14 9 (2.26%) REST
Miscellaneous
1 59 (14.82%) Data Structures
2 47 (11.81%) Equities
3 41 (10.30%) Distributed Systems
4 25 (6.28%) Management Information System
5 23 (5.78%) Derivative
5 23 (5.78%) Hedge funds
6 22 (5.53%) Cloud Native
7 19 (4.77%) Greenfield Project
8 15 (3.77%) Robotics
9 14 (3.52%) Fixed Income
10 12 (3.02%) FPGA
10 12 (3.02%) Life Science
10 12 (3.02%) Product Ownership
10 12 (3.02%) Social Media
11 11 (2.76%) Omics
11 11 (2.76%) Self-Motivation
12 10 (2.51%) Analytical Mindset
12 10 (2.51%) Embedded Systems
13 8 (2.01%) 3D Graphics
14 7 (1.76%) Foreign Exchange (FX)
Operating Systems
1 46 (11.56%) Linux
2 4 (1.01%) Android
2 4 (1.01%) Apple iOS
2 4 (1.01%) Unix
3 3 (0.75%) Robot Operating System
4 1 (0.25%) FreeRTOS
4 1 (0.25%) Windows
Processes & Methodologies
1 149 (37.44%) AI
2 134 (33.67%) Software Engineering
3 132 (33.17%) Machine Learning
4 129 (32.41%) Computer Science
5 116 (29.15%) Analytics
6 88 (22.11%) Data Science
7 76 (19.10%) Mathematics
8 73 (18.34%) Problem-Solving
9 67 (16.83%) Agile
10 58 (14.57%) Low Latency
11 54 (13.57%) Technical Leadership
12 51 (12.81%) OOP
12 51 (12.81%) Statistics
13 50 (12.56%) OO
13 50 (12.56%) Visualisation
14 48 (12.06%) Decision-Making
15 46 (11.56%) Data Analytics
15 46 (11.56%) DevOps
16 45 (11.31%) SDLC
16 45 (11.31%) Signal Processing
Programming Languages
1 226 (56.78%) Python
2 102 (25.63%) C++
3 59 (14.82%) SQL
4 49 (12.31%) C
5 47 (11.81%) Java
6 33 (8.29%) C#
7 20 (5.03%) R
8 16 (4.02%) JavaScript
9 15 (3.77%) MATLAB
10 8 (2.01%) Go
10 8 (2.01%) Rust
10 8 (2.01%) Scala
11 7 (1.76%) Assembly Language
12 6 (1.51%) Bash
13 4 (1.01%) Fortran
13 4 (1.01%) T-SQL
14 3 (0.75%) Google Apps Script
14 3 (0.75%) Objective-C
14 3 (0.75%) Swift
14 3 (0.75%) Tcl
Qualifications
1 157 (39.45%) Degree
2 78 (19.60%) Master's Degree
3 75 (18.84%) PhD
4 42 (10.55%) BPSS Clearance
5 35 (8.79%) Computer Science Degree
6 28 (7.04%) Security Cleared
7 23 (5.78%) SC Cleared
8 15 (3.77%) AWS Certification
8 15 (3.77%) AWS Certified Cloud Practitioner
9 8 (2.01%) CISM
9 8 (2.01%) CISSP
10 7 (1.76%) CISA
10 7 (1.76%) CRISC
10 7 (1.76%) DV Cleared
11 5 (1.26%) MBA
12 4 (1.01%) DBS Check
12 4 (1.01%) Postgraduate
13 1 (0.25%) CEH
13 1 (0.25%) GIAC
13 1 (0.25%) Microsoft Certified Professional
Quality Assurance & Compliance
1 29 (7.29%) ISO/IEC 15288
2 28 (7.04%) Data Quality
3 14 (3.52%) Accessibility
4 13 (3.27%) QA
5 10 (2.51%) CDISC
5 10 (2.51%) GxP
5 10 (2.51%) HL7
6 7 (1.76%) Cyber Essentials
6 7 (1.76%) ISO/IEC 27001
7 6 (1.51%) Actionable Recommendations
8 5 (1.26%) ISO 26262
9 4 (1.01%) IEC 61508
10 2 (0.50%) EMIR
10 2 (0.50%) NIST
11 1 (0.25%) AUTOSAR
11 1 (0.25%) EU AI Act
11 1 (0.25%) GDPR
11 1 (0.25%) NIST 800
11 1 (0.25%) PCI DSS
11 1 (0.25%) Sarbanes-Oxley
System Software
1 18 (4.52%) Firmware
2 17 (4.27%) Docker
3 8 (2.01%) Embedded Firmware
Systems Management
1 15 (3.77%) Kubernetes
2 5 (1.26%) Kubeflow
3 4 (1.01%) Terraform
4 2 (0.50%) Ansible
4 2 (0.50%) logstash
4 2 (0.50%) Progress Chef
4 2 (0.50%) Prometheus
4 2 (0.50%) Puppet
5 1 (0.25%) Functional Safety
5 1 (0.25%) Grafana
Vendors
1 40 (10.05%) Google
2 29 (7.29%) IBM
3 24 (6.03%) Microsoft
4 11 (2.76%) Databricks
5 9 (2.26%) Screaming Frog
6 8 (2.01%) YouTube
7 7 (1.76%) Altera
8 6 (1.51%) Ahrefs
8 6 (1.51%) Oracle
9 5 (1.26%) Adobe
9 5 (1.26%) BT
10 4 (1.01%) Xilinx
11 3 (0.75%) Facebook
11 3 (0.75%) Instagram
11 3 (0.75%) Remedy
11 3 (0.75%) Salesforce
11 3 (0.75%) TikTok
12 2 (0.50%) Hotjar
12 2 (0.50%) SAP
13 1 (0.25%) Thales