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

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 319 186 186
Rank change year-on-year -133 0 +20
Permanent jobs citing Algorithms 386 844 959
As % of all permanent jobs in the UK 0.64% 1.58% 1.71%
As % of the Miscellaneous category 1.86% 4.24% 4.67%
Number of salaries quoted 195 421 413
10th Percentile £40,985 £45,000 £42,500
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £75,900 £65,000 £70,000
Median % change year-on-year +16.77% -7.14% -3.45%
75th Percentile £112,500 £82,500 £95,000
90th Percentile £137,500 £105,000 £140,000
UK excluding London median annual salary £57,500 £62,500 £60,000
% change year-on-year -8.00% +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 20,698 19,888 20,548
As % of all permanent jobs advertised in the UK 34.12% 37.23% 36.64%
Number of salaries quoted 10,383 9,306 14,917
10th Percentile £27,800 £33,750 £31,750
25th Percentile £36,250 £46,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -7.69%
75th Percentile £77,500 £83,750 £82,500
90th Percentile £100,000 £110,000 £105,000
UK excluding London median annual salary £47,500 £55,000 £52,500
% change year-on-year -13.64% +4.76% -4.55%

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 16 January 2026.

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 16 January 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 -108 357 £75,900 +12.44% 465
London +13 207 £102,500 +26.15% 97
UK excluding London -172 158 £57,500 -8.00% 438
Work from Home -57 112 £75,900 +26.50% 176
South East -102 46 £60,000 -4.00% 147
East of England -36 35 £55,000 -27.63% 65
South West -46 26 £49,250 -24.23% 66
Midlands +2 19 £75,000 +25.00% 50
North of England -17 16 £45,000 -12.20% 70
North West +3 10 £55,000 -2.67% 30
West Midlands +7 9 £67,500 +12.50% 14
Wales +1 8 £57,500 -1.71% 18
East Midlands -18 8 £75,000 +25.00% 35
Scotland -22 8 £75,900 +68.67% 25
Yorkshire -16 6 £35,000 -22.22% 27

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 14 (3.63%) Apache Spark
2 13 (3.37%) Kinematics
3 7 (1.81%) Apache Airflow
4 5 (1.30%) IIS
5 3 (0.78%) Microsoft Exchange
6 2 (0.52%) CMS
6 2 (0.52%) Luigi
6 2 (0.52%) WordPress
7 1 (0.26%) Apache
7 1 (0.26%) Drupal
7 1 (0.26%) nginx
Applications
1 7 (1.81%) Microsoft Office
1 7 (1.81%) Simulink
2 3 (0.78%) Adobe Creative Suite
2 3 (0.78%) Adobe Premiere
2 3 (0.78%) Final Cut Pro
2 3 (0.78%) Microsoft Excel
3 1 (0.26%) Microsoft PowerPoint
3 1 (0.26%) Spreadsheet
Business Applications
1 4 (1.04%) Distributed Ledger
1 4 (1.04%) Shopify
2 2 (0.52%) Dynamics CRM
2 2 (0.52%) Towers Watson Igloo
3 1 (0.26%) Bloomberg AIM
3 1 (0.26%) Fidessa
3 1 (0.26%) Salesforce CRM
Cloud Services
1 49 (12.69%) AWS
2 48 (12.44%) Azure
3 40 (10.36%) GCP
4 14 (3.63%) GitHub
4 14 (3.63%) Power Platform
5 11 (2.85%) Azure Machine Learning
6 9 (2.33%) Snowflake
7 8 (2.07%) Google Analytics
8 5 (1.30%) Google Tag Manager
8 5 (1.30%) Google Workspace
9 4 (1.04%) Azure Data Factory
9 4 (1.04%) Azure DevOps
9 4 (1.04%) dbt
9 4 (1.04%) Microsoft Purview
10 3 (0.78%) Amazon EKS
10 3 (0.78%) Canva
10 3 (0.78%) Firebase
11 2 (0.52%) Amazon S3
11 2 (0.52%) Google App Engine
11 2 (0.52%) Salesforce Commerce Cloud
Communications & Networking
1 13 (3.37%) Multicast
2 5 (1.30%) Software-Defined Radio
2 5 (1.30%) TCP/IP
3 4 (1.04%) Broadband
3 4 (1.04%) Network Security
4 1 (0.26%) Bluetooth
4 1 (0.26%) Ethernet
4 1 (0.26%) Internet
4 1 (0.26%) S/MIME
4 1 (0.26%) VPN
4 1 (0.26%) Wireless
Database & Business Intelligence
1 19 (4.92%) Big Data
2 17 (4.40%) Metadata
2 17 (4.40%) NoSQL
3 14 (3.63%) Hadoop
3 14 (3.63%) Power BI
4 13 (3.37%) BigQuery
4 13 (3.37%) PostgreSQL
4 13 (3.37%) Tableau
5 12 (3.11%) Elasticsearch
6 10 (2.59%) Data Lake
6 10 (2.59%) MongoDB
7 7 (1.81%) Relational Database
8 6 (1.55%) SQL Server
9 5 (1.30%) Data Mining
10 4 (1.04%) KDB
11 3 (0.78%) Apache Cassandra
11 3 (0.78%) Looker
11 3 (0.78%) MySQL
11 3 (0.78%) Redis
12 2 (0.52%) ClickHouse
Development Applications
1 34 (8.81%) Rational DOORS
2 19 (4.92%) Git
3 18 (4.66%) JIRA
4 7 (1.81%) MLflow
5 2 (0.52%) JConsole
5 2 (0.52%) Jenkins
5 2 (0.52%) VisualVM
6 1 (0.26%) TestRail
General
1 118 (30.57%) Finance
2 93 (24.09%) Social Skills
3 58 (15.03%) Electronics
4 53 (13.73%) Analytical Skills
5 49 (12.69%) Front Office
6 34 (8.81%) Games
6 34 (8.81%) Marketing
7 31 (8.03%) Law
8 30 (7.77%) Banking
9 22 (5.70%) Presentation Skills
10 16 (4.15%) Financial Institution
11 13 (3.37%) Inclusion and Diversity
12 10 (2.59%) Legal
12 10 (2.59%) Public Sector
13 8 (2.07%) Aviation
14 7 (1.81%) Telecoms
15 6 (1.55%) Aeronautics
15 6 (1.55%) Aerospace
15 6 (1.55%) Manufacturing
16 5 (1.30%) Investment Banking
Job Titles
1 74 (19.17%) Developer
2 70 (18.13%) Senior
3 57 (14.77%) Software Engineer
4 46 (11.92%) Lead
5 37 (9.59%) Principal Engineer
6 34 (8.81%) Systems Engineer
7 33 (8.55%) Quantitative Developer
8 30 (7.77%) Principal Systems Engineer
9 27 (6.99%) Artificial Intelligence Engineer
10 25 (6.48%) Senior Developer
11 21 (5.44%) Python Developer
11 21 (5.44%) Senior Software Engineer
12 20 (5.18%) C++ Developer
12 20 (5.18%) Data Scientist
13 19 (4.92%) C++ Quantitative Developer
14 18 (4.66%) C++ Software Engineer
14 18 (4.66%) Linux Developer
14 18 (4.66%) Senior C++ Developer
14 18 (4.66%) Senior Python Developer
14 18 (4.66%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.33%) Boost C++ Libraries
2 26 (6.74%) FIX Protocol
3 24 (6.22%) TensorFlow
4 21 (5.44%) Django
5 19 (4.92%) Kafka
6 18 (4.66%) PyTorch
7 14 (3.63%) Middleware
8 13 (3.37%) pytest
9 11 (2.85%) scikit-learn
10 10 (2.59%) .NET
10 10 (2.59%) FastAPI
10 10 (2.59%) FHIR
10 10 (2.59%) Flask
10 10 (2.59%) REST
11 9 (2.33%) Java Concurrency
11 9 (2.33%) Pandas
12 8 (2.07%) NumPy
12 8 (2.07%) React
13 7 (1.81%) HTML
14 6 (1.55%) RESTful
Miscellaneous
1 56 (14.51%) Data Structures
2 54 (13.99%) Equities
3 41 (10.62%) Distributed Systems
4 25 (6.48%) Management Information System
5 24 (6.22%) Derivative
5 24 (6.22%) Hedge funds
6 20 (5.18%) Cloud Native
7 16 (4.15%) Greenfield Project
8 15 (3.89%) Fixed Income
9 14 (3.63%) Robotics
10 12 (3.11%) Life Science
10 12 (3.11%) Product Ownership
10 12 (3.11%) Social Media
11 11 (2.85%) Omics
11 11 (2.85%) Self-Motivation
12 10 (2.59%) Analytical Mindset
13 9 (2.33%) Foreign Exchange (FX)
14 8 (2.07%) 3D Graphics
15 7 (1.81%) FPGA
16 6 (1.55%) Embedded Systems
Operating Systems
1 46 (11.92%) Linux
2 4 (1.04%) Unix
3 2 (0.52%) Windows
4 1 (0.26%) Android
4 1 (0.26%) Apple iOS
4 1 (0.26%) Windows Server
Processes & Methodologies
1 127 (32.90%) AI
2 124 (32.12%) Computer Science
2 124 (32.12%) Software Engineering
3 112 (29.02%) Analytics
3 112 (29.02%) Machine Learning
4 84 (21.76%) Data Science
5 78 (20.21%) Mathematics
6 75 (19.43%) Problem-Solving
7 65 (16.84%) Agile
7 65 (16.84%) Low Latency
8 62 (16.06%) Statistics
9 56 (14.51%) Technical Leadership
10 47 (12.18%) Data Analysis
10 47 (12.18%) Data Analytics
10 47 (12.18%) Decision-Making
10 47 (12.18%) Signal Processing
11 44 (11.40%) SDLC
12 40 (10.36%) DevOps
13 37 (9.59%) OO
13 37 (9.59%) OOP
Programming Languages
1 205 (53.11%) Python
2 96 (24.87%) C++
3 57 (14.77%) SQL
4 55 (14.25%) Java
5 46 (11.92%) C
6 31 (8.03%) C#
7 22 (5.70%) R
8 14 (3.63%) MATLAB
9 13 (3.37%) JavaScript
10 8 (2.07%) Go
10 8 (2.07%) Scala
11 6 (1.55%) Bash
12 5 (1.30%) Assembly Language
12 5 (1.30%) Rust
13 4 (1.04%) Fortran
13 4 (1.04%) T-SQL
14 3 (0.78%) Google Apps Script
14 3 (0.78%) Objective-C
14 3 (0.78%) Swift
14 3 (0.78%) Tcl
Qualifications
1 153 (39.64%) Degree
2 80 (20.73%) Master's Degree
3 77 (19.95%) PhD
4 45 (11.66%) BPSS Clearance
5 34 (8.81%) Computer Science Degree
6 27 (6.99%) Security Cleared
7 22 (5.70%) SC Cleared
8 8 (2.07%) CISM
8 8 (2.07%) CISSP
9 7 (1.81%) CISA
9 7 (1.81%) CRISC
9 7 (1.81%) DV Cleared
10 5 (1.30%) MBA
11 4 (1.04%) ISTQB
11 4 (1.04%) Postgraduate
12 1 (0.26%) A+ Certification
12 1 (0.26%) CEH
12 1 (0.26%) DBS Check
12 1 (0.26%) GIAC
12 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 32 (8.29%) ISO/IEC 15288
2 27 (6.99%) Data Quality
3 14 (3.63%) Accessibility
4 13 (3.37%) QA
5 10 (2.59%) CDISC
5 10 (2.59%) GxP
5 10 (2.59%) HL7
6 7 (1.81%) Cyber Essentials
6 7 (1.81%) ISO/IEC 27001
7 6 (1.55%) Actionable Recommendations
7 6 (1.55%) ISO 26262
8 4 (1.04%) IEC 61508
9 2 (0.52%) AUTOSAR
9 2 (0.52%) EMIR
9 2 (0.52%) NIST
10 1 (0.26%) EU AI Act
10 1 (0.26%) GDPR
10 1 (0.26%) GMP
10 1 (0.26%) NIST 800
10 1 (0.26%) Sarbanes-Oxley
System Software
1 17 (4.40%) Docker
2 12 (3.11%) Firmware
3 6 (1.55%) Embedded Firmware
Systems Management
1 16 (4.15%) Kubernetes
2 4 (1.04%) Terraform
3 3 (0.78%) Kubeflow
4 2 (0.52%) Ansible
4 2 (0.52%) Functional Safety
4 2 (0.52%) logstash
4 2 (0.52%) Progress Chef
4 2 (0.52%) Prometheus
4 2 (0.52%) Puppet
5 1 (0.26%) Grafana
Vendors
1 33 (8.55%) Google
2 32 (8.29%) IBM
3 9 (2.33%) Databricks
3 9 (2.33%) Microsoft
3 9 (2.33%) Screaming Frog
4 8 (2.07%) YouTube
5 7 (1.81%) Oracle
6 6 (1.55%) Ahrefs
7 5 (1.30%) Adobe
7 5 (1.30%) BT
7 5 (1.30%) Salesforce
8 3 (0.78%) Altera
8 3 (0.78%) Facebook
8 3 (0.78%) Instagram
8 3 (0.78%) Remedy
8 3 (0.78%) TikTok
9 2 (0.52%) Hotjar
9 2 (0.52%) SAP
9 2 (0.52%) Xilinx
10 1 (0.26%) Huawei