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 31 December 2025, comparing them to the same period in the previous two years.

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 305 189 232
Rank change year-on-year -116 +43 -30
Permanent jobs citing Algorithms 400 873 735
As % of all permanent jobs in the UK 0.68% 1.57% 1.44%
As % of the Miscellaneous category 1.93% 4.27% 3.84%
Number of salaries quoted 207 445 354
10th Percentile £40,456 £45,000 £45,000
25th Percentile £47,500 £55,163 £52,500
Median annual salary (50th Percentile) £75,900 £67,500 £72,500
Median % change year-on-year +12.44% -6.90% -
75th Percentile £112,500 £82,500 £105,000
90th Percentile £137,500 £105,000 £142,500
UK excluding London median annual salary £55,000 £65,000 £60,000
% change year-on-year -15.38% +8.33% -

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 20,738 20,456 19,124
As % of all permanent jobs advertised in the UK 35.06% 36.88% 37.41%
Number of salaries quoted 10,392 9,817 13,970
10th Percentile £27,750 £33,230 £32,500
25th Percentile £36,250 £45,000 £43,977
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -7.69%
75th Percentile £77,500 £82,500 £83,750
90th Percentile £100,000 £110,000 £106,289
UK excluding London median annual salary £46,750 £54,250 £55,000
% change year-on-year -13.82% -1.36% -

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 31 December 2025.

Salary histogram for Algorithms in the UK

Algorithms
Top 15 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 31 December 2025. 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 -109 372 £75,900 +8.43% 395
London +2 212 £103,750 +27.69% 206
UK excluding London -163 168 £55,000 -15.38% 212
Work from Home -59 114 £75,900 +26.50% 186
South East -104 52 £63,150 -2.85% 55
East of England -39 41 £55,000 -27.63% 35
South West -45 22 £40,792 -37.24% 47
Midlands 0 21 £75,000 +25.00% 14
North of England -23 16 £35,000 -31.71% 50
West Midlands +12 11 £60,000 +7.14% 4
Wales +4 8 £57,500 +4.55% 2
North West +2 8 £38,250 -32.31% 30
Yorkshire -12 8 £35,000 -22.22% 11
Scotland -15 8 £75,900 +68.67% 17
East Midlands -18 8 £75,000 +25.00% 10

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 (4.00%) Kinematics
2 14 (3.50%) Apache Spark
3 7 (1.75%) Apache Airflow
4 5 (1.25%) IIS
5 3 (0.75%) CMS
5 3 (0.75%) Microsoft Exchange
5 3 (0.75%) WordPress
6 2 (0.50%) Luigi
7 1 (0.25%) Apache
7 1 (0.25%) Drupal
7 1 (0.25%) nginx
Applications
1 8 (2.00%) Microsoft Office
2 7 (1.75%) Simulink
3 4 (1.00%) Microsoft Excel
4 3 (0.75%) Adobe Creative Suite
4 3 (0.75%) Adobe Premiere
4 3 (0.75%) Final Cut Pro
5 1 (0.25%) Mathcad
5 1 (0.25%) Microsoft PowerPoint
5 1 (0.25%) Spreadsheet
Business Applications
1 4 (1.00%) Distributed Ledger
1 4 (1.00%) Shopify
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 50 (12.50%) AWS
2 47 (11.75%) Azure
3 40 (10.00%) GCP
4 16 (4.00%) Power Platform
5 14 (3.50%) GitHub
6 12 (3.00%) Google Analytics
7 11 (2.75%) Azure Machine Learning
8 10 (2.50%) Snowflake
9 5 (1.25%) Google Tag Manager
9 5 (1.25%) Google Workspace
10 4 (1.00%) Azure Data Factory
10 4 (1.00%) Azure DevOps
10 4 (1.00%) dbt
10 4 (1.00%) Microsoft Purview
11 3 (0.75%) Amazon EKS
11 3 (0.75%) Canva
11 3 (0.75%) Firebase
11 3 (0.75%) Google Docs
11 3 (0.75%) Google Sheets
12 2 (0.50%) Salesforce Commerce Cloud
Communications & Networking
1 13 (3.25%) Multicast
2 5 (1.25%) Software-Defined Radio
3 4 (1.00%) Broadband
3 4 (1.00%) Network Security
3 4 (1.00%) TCP/IP
4 1 (0.25%) Bluetooth
4 1 (0.25%) Internet
4 1 (0.25%) S/MIME
4 1 (0.25%) VPN
4 1 (0.25%) Wireless
Database & Business Intelligence
1 20 (5.00%) NoSQL
2 18 (4.50%) Big Data
2 18 (4.50%) Metadata
3 16 (4.00%) Power BI
4 15 (3.75%) PostgreSQL
5 14 (3.50%) Hadoop
5 14 (3.50%) Tableau
6 11 (2.75%) BigQuery
6 11 (2.75%) Data Lake
6 11 (2.75%) MongoDB
7 10 (2.50%) Elasticsearch
8 7 (1.75%) Relational Database
9 6 (1.50%) SQL Server
10 5 (1.25%) Data Mining
11 4 (1.00%) KDB
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%) ClickHouse
Development Applications
1 39 (9.75%) Rational DOORS
2 21 (5.25%) Git
3 19 (4.75%) JIRA
4 8 (2.00%) MLflow
5 3 (0.75%) Jenkins
6 2 (0.50%) JConsole
6 2 (0.50%) TestRail
6 2 (0.50%) VisualVM
General
1 121 (30.25%) Finance
2 95 (23.75%) Social Skills
3 67 (16.75%) Electronics
4 54 (13.50%) Analytical Skills
5 49 (12.25%) Front Office
6 38 (9.50%) Games
6 38 (9.50%) Marketing
7 34 (8.50%) Law
8 30 (7.50%) Banking
9 23 (5.75%) Presentation Skills
10 17 (4.25%) Financial Institution
11 12 (3.00%) Inclusion and Diversity
12 10 (2.50%) Legal
12 10 (2.50%) Public Sector
13 8 (2.00%) Aviation
14 7 (1.75%) Manufacturing
14 7 (1.75%) Telecoms
15 5 (1.25%) Investment Banking
15 5 (1.25%) Pharmaceutical
16 4 (1.00%) Advertising
Job Titles
1 75 (18.75%) Developer
2 74 (18.50%) Senior
3 53 (13.25%) Software Engineer
4 50 (12.50%) Lead
5 41 (10.25%) Systems Engineer
6 40 (10.00%) Principal Engineer
7 34 (8.50%) Quantitative Developer
8 33 (8.25%) Principal Systems Engineer
9 29 (7.25%) Artificial Intelligence Engineer
10 25 (6.25%) Senior Developer
11 21 (5.25%) Python Developer
12 20 (5.00%) C++ Developer
12 20 (5.00%) Data Scientist
12 20 (5.00%) Senior Software Engineer
13 19 (4.75%) C++ Quantitative Developer
14 18 (4.50%) C++ Software Engineer
14 18 (4.50%) Linux Developer
14 18 (4.50%) Senior C++ Developer
14 18 (4.50%) Senior Python Developer
14 18 (4.50%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 34 (8.50%) Boost C++ Libraries
2 26 (6.50%) TensorFlow
3 25 (6.25%) FIX Protocol
4 21 (5.25%) Django
4 21 (5.25%) Kafka
5 20 (5.00%) PyTorch
6 17 (4.25%) Middleware
7 14 (3.50%) scikit-learn
8 13 (3.25%) pytest
9 12 (3.00%) Flask
10 11 (2.75%) FastAPI
10 11 (2.75%) REST
11 10 (2.50%) .NET
11 10 (2.50%) FHIR
11 10 (2.50%) React
12 9 (2.25%) Java Concurrency
12 9 (2.25%) Pandas
13 8 (2.00%) HTML
14 7 (1.75%) NumPy
15 6 (1.50%) CSS
Miscellaneous
1 57 (14.25%) Data Structures
2 56 (14.00%) Equities
3 43 (10.75%) Distributed Systems
4 25 (6.25%) Management Information System
5 24 (6.00%) Derivative
5 24 (6.00%) Hedge funds
6 21 (5.25%) Cloud Native
7 18 (4.50%) Robotics
8 15 (3.75%) Fixed Income
9 14 (3.50%) Greenfield Project
10 13 (3.25%) Social Media
11 12 (3.00%) Life Science
11 12 (3.00%) Product Ownership
12 11 (2.75%) Omics
12 11 (2.75%) Self-Motivation
13 10 (2.50%) 3D Graphics
14 9 (2.25%) Analytical Mindset
14 9 (2.25%) Foreign Exchange (FX)
15 6 (1.50%) Embedded Systems
16 4 (1.00%) Credit Risk
Operating Systems
1 45 (11.25%) Linux
2 4 (1.00%) Unix
3 2 (0.50%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
4 1 (0.25%) Windows Server
Processes & Methodologies
1 137 (34.25%) AI
2 129 (32.25%) Software Engineering
3 122 (30.50%) Computer Science
4 120 (30.00%) Analytics
5 119 (29.75%) Machine Learning
6 87 (21.75%) Data Science
7 83 (20.75%) Mathematics
8 81 (20.25%) Problem-Solving
9 70 (17.50%) Agile
10 68 (17.00%) Low Latency
11 67 (16.75%) Statistics
12 63 (15.75%) Technical Leadership
13 53 (13.25%) Signal Processing
14 52 (13.00%) Data Analytics
15 48 (12.00%) Data Analysis
16 46 (11.50%) Decision-Making
16 46 (11.50%) SDLC
17 45 (11.25%) Systems Engineering
18 42 (10.50%) Thought Leadership
19 41 (10.25%) Business Strategy
Programming Languages
1 211 (52.75%) Python
2 91 (22.75%) C++
3 60 (15.00%) SQL
4 59 (14.75%) Java
5 45 (11.25%) C
6 33 (8.25%) C#
7 21 (5.25%) R
8 14 (3.50%) JavaScript
8 14 (3.50%) MATLAB
9 8 (2.00%) Go
9 8 (2.00%) Scala
10 7 (1.75%) Bash
11 5 (1.25%) Rust
12 4 (1.00%) Fortran
12 4 (1.00%) T-SQL
13 3 (0.75%) Assembly Language
13 3 (0.75%) Google Apps Script
13 3 (0.75%) Objective-C
13 3 (0.75%) Swift
13 3 (0.75%) Tcl
Qualifications
1 159 (39.75%) Degree
2 88 (22.00%) Master's Degree
3 83 (20.75%) PhD
4 53 (13.25%) BPSS Clearance
5 31 (7.75%) Computer Science Degree
6 26 (6.50%) Security Cleared
7 22 (5.50%) SC Cleared
8 8 (2.00%) CISM
8 8 (2.00%) CISSP
9 7 (1.75%) CISA
9 7 (1.75%) CRISC
10 6 (1.50%) DV Cleared
11 5 (1.25%) MBA
12 4 (1.00%) ISTQB
12 4 (1.00%) Postgraduate
13 1 (0.25%) A+ Certification
13 1 (0.25%) CEH
13 1 (0.25%) GIAC
13 1 (0.25%) MCP
13 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 40 (10.00%) ISO/IEC 15288
2 26 (6.50%) Data Quality
3 14 (3.50%) Accessibility
3 14 (3.50%) QA
4 10 (2.50%) CDISC
4 10 (2.50%) GxP
4 10 (2.50%) HL7
5 8 (2.00%) Actionable Recommendations
6 7 (1.75%) Cyber Essentials
6 7 (1.75%) ISO/IEC 27001
7 6 (1.50%) ISO 26262
8 4 (1.00%) IEC 61508
9 2 (0.50%) AUTOSAR
9 2 (0.50%) EMIR
9 2 (0.50%) NIST
10 1 (0.25%) EU AI Act
10 1 (0.25%) GDPR
10 1 (0.25%) NIST 800
10 1 (0.25%) PCI DSS
10 1 (0.25%) Sarbanes-Oxley
System Software
1 21 (5.25%) Docker
2 9 (2.25%) Firmware
3 4 (1.00%) Embedded Firmware
Systems Management
1 20 (5.00%) Kubernetes
2 5 (1.25%) Terraform
3 4 (1.00%) Kubeflow
4 2 (0.50%) Ansible
4 2 (0.50%) Functional Safety
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%) Grafana
Vendors
1 39 (9.75%) IBM
2 36 (9.00%) Google
3 10 (2.50%) Screaming Frog
4 9 (2.25%) Databricks
4 9 (2.25%) Microsoft
5 8 (2.00%) Ahrefs
5 8 (2.00%) YouTube
6 7 (1.75%) Oracle
7 5 (1.25%) Adobe
7 5 (1.25%) BT
7 5 (1.25%) Salesforce
8 3 (0.75%) Alteryx
8 3 (0.75%) Facebook
8 3 (0.75%) Instagram
8 3 (0.75%) Remedy
8 3 (0.75%) SAP
8 3 (0.75%) TikTok
9 2 (0.50%) Criteo
9 2 (0.50%) Hotjar
10 1 (0.25%) Thales