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

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 308 183 201
Rank change year-on-year -125 +18 +4
Permanent jobs citing Algorithms 387 854 929
As % of all permanent jobs in the UK 0.65% 1.60% 1.66%
As % of the Miscellaneous category 1.89% 4.31% 4.54%
Number of salaries quoted 200 422 408
10th Percentile £40,808 £45,000 £42,200
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £75,900 £65,750 £70,576
Median % change year-on-year +15.44% -6.84% -2.65%
75th Percentile £112,500 £82,500 £95,385
90th Percentile £137,500 £105,000 £140,000
UK excluding London median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +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 20,441 19,816 20,455
As % of all permanent jobs advertised in the UK 34.27% 37.14% 36.56%
Number of salaries quoted 10,264 9,266 14,883
10th Percentile £27,750 £33,750 £32,000
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 £52,744
% change year-on-year -13.64% +4.28% -4.10%

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 13 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 13 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 -116 359 £76,700 +9.57% 474
London +3 208 £102,500 +24.24% 133
UK excluding London -165 159 £57,500 -11.54% 414
Work from Home -58 113 £75,900 +26.50% 207
South East -103 48 £69,525 +6.96% 142
East of England -42 35 £55,000 -27.63% 71
South West -47 25 £49,250 -24.23% 64
Midlands -2 20 £75,000 +25.00% 43
North of England -9 15 £45,000 -12.20% 63
West Midlands +5 10 £63,750 +6.25% 9
North West +5 9 £45,000 -20.37% 25
Wales -1 8 £57,500 -1.71% 14
East Midlands -19 8 £75,000 +25.00% 32
Scotland -21 8 £75,900 +68.67% 22
Yorkshire -18 6 £35,000 -22.22% 28

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 (3.62%) Kinematics
2 13 (3.36%) Apache Spark
3 6 (1.55%) Apache Airflow
4 5 (1.29%) 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
2 6 (1.55%) Simulink
3 3 (0.78%) Adobe Creative Suite
3 3 (0.78%) Adobe Premiere
3 3 (0.78%) Final Cut Pro
3 3 (0.78%) Microsoft Excel
4 1 (0.26%) Microsoft PowerPoint
4 1 (0.26%) Spreadsheet
Business Applications
1 4 (1.03%) Distributed Ledger
1 4 (1.03%) Shopify
2 2 (0.52%) Dynamics CRM
3 1 (0.26%) Bloomberg AIM
3 1 (0.26%) Fidessa
3 1 (0.26%) Salesforce CRM
3 1 (0.26%) Towers Watson Igloo
Cloud Services
1 49 (12.66%) AWS
2 48 (12.40%) Azure
3 40 (10.34%) GCP
4 15 (3.88%) GitHub
4 15 (3.88%) Power Platform
5 11 (2.84%) Azure Machine Learning
6 9 (2.33%) Snowflake
7 8 (2.07%) Google Analytics
8 5 (1.29%) Google Tag Manager
8 5 (1.29%) Google Workspace
9 4 (1.03%) Azure Data Factory
9 4 (1.03%) Azure DevOps
9 4 (1.03%) dbt
9 4 (1.03%) Microsoft Purview
10 3 (0.78%) Amazon EKS
10 3 (0.78%) Canva
10 3 (0.78%) Firebase
11 2 (0.52%) Google App Engine
11 2 (0.52%) Salesforce Commerce Cloud
11 2 (0.52%) Serverless
Communications & Networking
1 15 (3.88%) Multicast
2 5 (1.29%) Software-Defined Radio
2 5 (1.29%) TCP/IP
3 4 (1.03%) Broadband
3 4 (1.03%) Network Security
4 1 (0.26%) Bluetooth
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 18 (4.65%) Big Data
1 18 (4.65%) NoSQL
2 17 (4.39%) Metadata
3 15 (3.88%) Power BI
4 14 (3.62%) Hadoop
5 13 (3.36%) BigQuery
5 13 (3.36%) PostgreSQL
5 13 (3.36%) Tableau
6 12 (3.10%) Elasticsearch
7 10 (2.58%) Data Lake
7 10 (2.58%) MongoDB
8 7 (1.81%) Relational Database
9 6 (1.55%) SQL Server
10 5 (1.29%) Data Mining
11 4 (1.03%) KDB
12 3 (0.78%) Apache Cassandra
12 3 (0.78%) Looker
12 3 (0.78%) MySQL
12 3 (0.78%) Redis
13 2 (0.52%) GIS
Development Applications
1 35 (9.04%) Rational DOORS
2 21 (5.43%) Git
2 21 (5.43%) JIRA
3 7 (1.81%) MLflow
4 3 (0.78%) Jenkins
5 2 (0.52%) JConsole
5 2 (0.52%) TestRail
5 2 (0.52%) VisualVM
General
1 119 (30.75%) Finance
2 93 (24.03%) Social Skills
3 60 (15.50%) Electronics
4 51 (13.18%) Analytical Skills
5 48 (12.40%) Front Office
6 35 (9.04%) Games
7 34 (8.79%) Marketing
8 31 (8.01%) Banking
8 31 (8.01%) Law
9 22 (5.68%) Presentation Skills
10 16 (4.13%) Financial Institution
11 13 (3.36%) Inclusion and Diversity
12 10 (2.58%) Legal
12 10 (2.58%) Public Sector
13 8 (2.07%) Aviation
14 7 (1.81%) Telecoms
15 6 (1.55%) Manufacturing
16 5 (1.29%) Aeronautics
16 5 (1.29%) Investment Banking
16 5 (1.29%) Pharmaceutical
Job Titles
1 73 (18.86%) Developer
2 72 (18.60%) Senior
3 61 (15.76%) Software Engineer
4 47 (12.14%) Lead
5 39 (10.08%) Principal Engineer
6 36 (9.30%) Systems Engineer
7 32 (8.27%) Quantitative Developer
8 31 (8.01%) Principal Systems Engineer
9 27 (6.98%) Artificial Intelligence Engineer
10 24 (6.20%) Senior Developer
11 23 (5.94%) Senior Software Engineer
12 22 (5.68%) C++ Software Engineer
13 20 (5.17%) Python Developer
14 19 (4.91%) C++ Developer
14 19 (4.91%) Data Scientist
15 18 (4.65%) C++ Quantitative Developer
15 18 (4.65%) Python Engineer
16 17 (4.39%) Linux Developer
16 17 (4.39%) Low Latency C++ Developer
16 17 (4.39%) Senior C++ Quantitative Developer
Libraries, Frameworks & Software Standards
1 37 (9.56%) Boost C++ Libraries
2 28 (7.24%) FIX Protocol
3 24 (6.20%) TensorFlow
4 22 (5.68%) Django
5 19 (4.91%) Kafka
6 18 (4.65%) PyTorch
7 15 (3.88%) Middleware
7 15 (3.88%) pytest
8 11 (2.84%) Flask
8 11 (2.84%) scikit-learn
9 10 (2.58%) .NET
9 10 (2.58%) FastAPI
9 10 (2.58%) FHIR
9 10 (2.58%) REST
10 9 (2.33%) Java Concurrency
10 9 (2.33%) React
11 8 (2.07%) Pandas
12 7 (1.81%) HTML
12 7 (1.81%) NumPy
13 6 (1.55%) RESTful
Miscellaneous
1 56 (14.47%) Data Structures
2 55 (14.21%) Equities
3 41 (10.59%) Distributed Systems
4 26 (6.72%) Derivative
5 24 (6.20%) Management Information System
6 23 (5.94%) Hedge funds
7 20 (5.17%) Cloud Native
8 17 (4.39%) Fixed Income
9 16 (4.13%) Greenfield Project
10 15 (3.88%) Robotics
11 12 (3.10%) Life Science
11 12 (3.10%) Product Ownership
11 12 (3.10%) Social Media
12 11 (2.84%) Omics
12 11 (2.84%) Self-Motivation
13 10 (2.58%) 3D Graphics
13 10 (2.58%) Analytical Mindset
14 9 (2.33%) Foreign Exchange (FX)
15 6 (1.55%) Embedded Systems
16 5 (1.29%) FPGA
Operating Systems
1 47 (12.14%) Linux
2 4 (1.03%) 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
1 130 (33.59%) Software Engineering
2 129 (33.33%) AI
3 126 (32.56%) Computer Science
4 114 (29.46%) Machine Learning
5 111 (28.68%) Analytics
6 84 (21.71%) Data Science
7 82 (21.19%) Mathematics
8 76 (19.64%) Problem-Solving
9 71 (18.35%) Agile
10 66 (17.05%) Low Latency
11 62 (16.02%) Statistics
12 60 (15.50%) Technical Leadership
13 48 (12.40%) Data Analytics
14 47 (12.14%) SDLC
14 47 (12.14%) Signal Processing
15 46 (11.89%) Data Analysis
15 46 (11.89%) Decision-Making
16 40 (10.34%) DevOps
17 39 (10.08%) OOP
17 39 (10.08%) Systems Engineering
Programming Languages
1 204 (52.71%) Python
2 97 (25.06%) C++
3 58 (14.99%) SQL
4 57 (14.73%) Java
5 45 (11.63%) C
6 32 (8.27%) C#
7 22 (5.68%) R
8 14 (3.62%) JavaScript
9 13 (3.36%) MATLAB
10 8 (2.07%) Go
10 8 (2.07%) Scala
11 7 (1.81%) Bash
12 5 (1.29%) Rust
13 4 (1.03%) Assembly Language
13 4 (1.03%) Fortran
13 4 (1.03%) 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
1 155 (40.05%) Degree
2 83 (21.45%) Master's Degree
3 78 (20.16%) PhD
4 47 (12.14%) BPSS Clearance
5 35 (9.04%) Computer Science Degree
6 27 (6.98%) Security Cleared
7 22 (5.68%) 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 (1.29%) MBA
11 4 (1.03%) ISTQB
11 4 (1.03%) 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 34 (8.79%) ISO/IEC 15288
2 26 (6.72%) Data Quality
3 16 (4.13%) QA
4 14 (3.62%) Accessibility
5 10 (2.58%) CDISC
5 10 (2.58%) GxP
5 10 (2.58%) 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 (1.03%) 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 18 (4.65%) Docker
2 10 (2.58%) Firmware
3 5 (1.29%) Embedded Firmware
Systems Management
1 17 (4.39%) Kubernetes
2 4 (1.03%) 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 34 (8.79%) Google
1 34 (8.79%) IBM
2 9 (2.33%) Databricks
2 9 (2.33%) Microsoft
2 9 (2.33%) Screaming Frog
3 8 (2.07%) YouTube
4 7 (1.81%) Oracle
5 6 (1.55%) Ahrefs
6 5 (1.29%) Adobe
6 5 (1.29%) BT
6 5 (1.29%) Salesforce
7 3 (0.78%) Facebook
7 3 (0.78%) Instagram
7 3 (0.78%) Remedy
7 3 (0.78%) SAP
7 3 (0.78%) TikTok
8 2 (0.52%) Alteryx
8 2 (0.52%) Hotjar
9 1 (0.26%) Intapp
9 1 (0.26%) Thales