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

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 321 194 173
Rank change year-on-year -127 -21 +32
Permanent jobs citing Algorithms 378 817 1,126
As % of all permanent jobs in the UK 0.61% 1.54% 1.76%
As % of the Miscellaneous category 1.81% 4.14% 4.85%
Number of salaries quoted 185 404 513
10th Percentile £40,985 £45,000 £41,250
25th Percentile £47,500 £54,875 £51,250
Median annual salary (50th Percentile) £75,900 £65,000 £67,500
Median % change year-on-year +16.77% -3.70% -6.90%
75th Percentile £112,500 £82,500 £87,500
90th Percentile £137,500 £105,000 £125,000
UK excluding London median annual salary £56,430 £62,500 £60,000
% change year-on-year -9.71% +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 20,896 19,754 23,211
As % of all permanent jobs advertised in the UK 33.56% 37.16% 36.28%
Number of salaries quoted 10,514 9,217 16,977
10th Percentile £28,000 £33,750 £31,114
25th Percentile £36,750 £46,000 £41,250
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 £80,000
90th Percentile £100,000 £111,250 £100,064
UK excluding London median annual salary £47,500 £55,000 £51,528
% change year-on-year -13.64% +6.74% -6.31%

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 23 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 23 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 -112 349 £77,500 +17.87% 805
London +7 200 £102,500 +15.17% 145
UK excluding London -183 157 £56,430 -9.71% 780
Work from Home -48 111 £75,900 +26.50% 297
South East -106 44 £58,215 -6.86% 238
East of England -40 36 £55,000 -27.63% 136
South West -50 25 £49,250 -24.23% 119
Midlands -6 19 £75,000 +25.00% 96
North of England -23 17 £45,000 -14.29% 125
North West -3 12 £55,000 -2.67% 50
West Midlands +3 9 £55,000 -8.33% 23
Wales +2 8 £57,500 -1.71% 36
East Midlands -15 8 £75,000 +25.00% 69
Scotland -27 8 £75,900 +68.67% 37
Yorkshire -26 5 £35,000 -22.22% 54

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 (3.70%) Apache Spark
2 12 (3.17%) Kinematics
3 7 (1.85%) Apache Airflow
4 5 (1.32%) IIS
5 3 (0.79%) Microsoft Exchange
6 2 (0.53%) CMS
6 2 (0.53%) Luigi
6 2 (0.53%) WordPress
7 1 (0.26%) Apache
7 1 (0.26%) Drupal
7 1 (0.26%) nginx
Applications
1 8 (2.12%) Simulink
2 7 (1.85%) Microsoft Office
3 3 (0.79%) Adobe Creative Suite
3 3 (0.79%) Adobe Premiere
3 3 (0.79%) Final Cut Pro
3 3 (0.79%) Microsoft Excel
4 1 (0.26%) Microsoft PowerPoint
4 1 (0.26%) Spreadsheet
Business Applications
1 4 (1.06%) Distributed Ledger
1 4 (1.06%) Shopify
2 2 (0.53%) Dynamics CRM
2 2 (0.53%) Towers Watson Igloo
3 1 (0.26%) Bloomberg AIM
3 1 (0.26%) Fidessa
3 1 (0.26%) Salesforce CRM
Cloud Services
1 46 (12.17%) AWS
1 46 (12.17%) Azure
2 38 (10.05%) GCP
3 15 (3.97%) GitHub
4 12 (3.17%) Power Platform
5 11 (2.91%) Azure Machine Learning
6 9 (2.38%) Snowflake
7 8 (2.12%) Google Analytics
8 5 (1.32%) Google Tag Manager
8 5 (1.32%) Google Workspace
9 4 (1.06%) Azure Data Factory
9 4 (1.06%) Azure DevOps
9 4 (1.06%) dbt
9 4 (1.06%) Microsoft Purview
10 3 (0.79%) Amazon EKS
10 3 (0.79%) Canva
10 3 (0.79%) Cloud Computing
10 3 (0.79%) Firebase
11 2 (0.53%) Amazon S3
11 2 (0.53%) Salesforce Commerce Cloud
Communications & Networking
1 14 (3.70%) Multicast
2 5 (1.32%) Broadband
2 5 (1.32%) Software-Defined Radio
2 5 (1.32%) TCP/IP
3 4 (1.06%) Network Security
4 2 (0.53%) Ethernet
5 1 (0.26%) Bluetooth
5 1 (0.26%) Internet
5 1 (0.26%) S/MIME
5 1 (0.26%) VPN
5 1 (0.26%) Wireless
Database & Business Intelligence
1 19 (5.03%) Big Data
2 17 (4.50%) Metadata
3 16 (4.23%) NoSQL
4 14 (3.70%) Hadoop
5 13 (3.44%) BigQuery
5 13 (3.44%) Tableau
6 12 (3.17%) Elasticsearch
6 12 (3.17%) PostgreSQL
6 12 (3.17%) Power BI
7 10 (2.65%) Data Lake
8 9 (2.38%) MongoDB
9 7 (1.85%) Relational Database
10 6 (1.59%) SQL Server
11 5 (1.32%) Data Mining
12 4 (1.06%) KDB
13 3 (0.79%) Apache Cassandra
13 3 (0.79%) Looker
13 3 (0.79%) MySQL
13 3 (0.79%) Redis
14 1 (0.26%) Tick Data
Development Applications
1 32 (8.47%) Rational DOORS
2 20 (5.29%) Git
3 19 (5.03%) JIRA
4 7 (1.85%) MLflow
5 2 (0.53%) JConsole
5 2 (0.53%) Jenkins
5 2 (0.53%) VisualVM
6 1 (0.26%) TestRail
General
1 114 (30.16%) Finance
2 93 (24.60%) Social Skills
3 56 (14.81%) Electronics
4 55 (14.55%) Analytical Skills
5 46 (12.17%) Front Office
6 34 (8.99%) Marketing
7 33 (8.73%) Games
8 31 (8.20%) Law
9 30 (7.94%) Banking
10 20 (5.29%) Presentation Skills
11 15 (3.97%) Financial Institution
12 12 (3.17%) Inclusion and Diversity
13 10 (2.65%) Legal
13 10 (2.65%) Public Sector
14 8 (2.12%) Aviation
15 7 (1.85%) Manufacturing
15 7 (1.85%) Telecoms
16 6 (1.59%) Aeronautics
16 6 (1.59%) Aerospace
17 5 (1.32%) Investment Banking
Job Titles
1 70 (18.52%) Developer
2 68 (17.99%) Senior
3 59 (15.61%) Software Engineer
4 44 (11.64%) Lead
5 36 (9.52%) Principal Engineer
6 32 (8.47%) Systems Engineer
7 31 (8.20%) Quantitative Developer
8 29 (7.67%) Principal Systems Engineer
9 27 (7.14%) Artificial Intelligence Engineer
10 24 (6.35%) Senior Developer
11 22 (5.82%) Senior Software Engineer
12 20 (5.29%) C++ Software Engineer
12 20 (5.29%) Python Developer
13 19 (5.03%) C++ Developer
13 19 (5.03%) Data Scientist
14 18 (4.76%) C++ Quantitative Developer
15 17 (4.50%) Linux Developer
15 17 (4.50%) Senior C++ Developer
15 17 (4.50%) Senior Python Developer
15 17 (4.50%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.52%) Boost C++ Libraries
2 27 (7.14%) FIX Protocol
3 25 (6.61%) TensorFlow
4 20 (5.29%) Django
5 19 (5.03%) PyTorch
6 18 (4.76%) Kafka
7 14 (3.70%) pytest
8 13 (3.44%) Middleware
9 12 (3.17%) .NET
10 11 (2.91%) scikit-learn
11 10 (2.65%) FHIR
12 9 (2.38%) FastAPI
12 9 (2.38%) Flask
12 9 (2.38%) HTML
12 9 (2.38%) Pandas
12 9 (2.38%) REST
13 8 (2.12%) Java Concurrency
13 8 (2.12%) NumPy
13 8 (2.12%) React
14 7 (1.85%) CSS
Miscellaneous
1 54 (14.29%) Data Structures
2 51 (13.49%) Equities
3 39 (10.32%) Distributed Systems
4 25 (6.61%) Derivative
5 24 (6.35%) Management Information System
6 23 (6.08%) Hedge funds
7 21 (5.56%) Cloud Native
8 16 (4.23%) Fixed Income
8 16 (4.23%) Greenfield Project
9 14 (3.70%) Robotics
10 12 (3.17%) Life Science
10 12 (3.17%) Product Ownership
10 12 (3.17%) Social Media
11 11 (2.91%) Omics
11 11 (2.91%) Self-Motivation
12 10 (2.65%) Analytical Mindset
13 9 (2.38%) Foreign Exchange (FX)
14 8 (2.12%) 3D Graphics
14 8 (2.12%) FPGA
15 7 (1.85%) Embedded Systems
Operating Systems
1 46 (12.17%) Linux
2 4 (1.06%) Unix
3 3 (0.79%) Android
3 3 (0.79%) Apple iOS
4 2 (0.53%) Windows
5 1 (0.26%) Robot Operating System
5 1 (0.26%) Windows Server
Processes & Methodologies
1 128 (33.86%) AI
2 127 (33.60%) Software Engineering
3 121 (32.01%) Computer Science
4 110 (29.10%) Machine Learning
5 109 (28.84%) Analytics
6 82 (21.69%) Data Science
7 77 (20.37%) Mathematics
8 76 (20.11%) Problem-Solving
9 63 (16.67%) Agile
9 63 (16.67%) Low Latency
10 55 (14.55%) Statistics
10 55 (14.55%) Technical Leadership
11 47 (12.43%) Data Analytics
12 46 (12.17%) Decision-Making
12 46 (12.17%) Signal Processing
13 45 (11.90%) SDLC
14 43 (11.38%) Data Analysis
15 40 (10.58%) DevOps
16 37 (9.79%) Thought Leadership
17 36 (9.52%) Business Strategy
Programming Languages
1 201 (53.17%) Python
2 97 (25.66%) C++
3 54 (14.29%) SQL
4 51 (13.49%) Java
5 46 (12.17%) C
6 31 (8.20%) C#
7 20 (5.29%) R
8 15 (3.97%) JavaScript
8 15 (3.97%) MATLAB
9 8 (2.12%) Go
9 8 (2.12%) Scala
10 6 (1.59%) Bash
11 5 (1.32%) Assembly Language
11 5 (1.32%) Rust
12 4 (1.06%) Fortran
12 4 (1.06%) T-SQL
13 3 (0.79%) Google Apps Script
13 3 (0.79%) Objective-C
13 3 (0.79%) Swift
13 3 (0.79%) Tcl
Qualifications
1 151 (39.95%) Degree
2 78 (20.63%) Master's Degree
3 77 (20.37%) PhD
4 43 (11.38%) BPSS Clearance
5 32 (8.47%) Computer Science Degree
6 27 (7.14%) Security Cleared
7 22 (5.82%) SC Cleared
8 8 (2.12%) CISM
8 8 (2.12%) CISSP
9 7 (1.85%) CISA
9 7 (1.85%) CRISC
9 7 (1.85%) DV Cleared
10 5 (1.32%) MBA
11 4 (1.06%) ISTQB
11 4 (1.06%) Postgraduate
12 3 (0.79%) DBS Check
13 1 (0.26%) A+ Certification
13 1 (0.26%) CEH
13 1 (0.26%) GIAC
13 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 30 (7.94%) ISO/IEC 15288
2 27 (7.14%) Data Quality
3 14 (3.70%) Accessibility
3 14 (3.70%) QA
4 10 (2.65%) CDISC
4 10 (2.65%) GxP
4 10 (2.65%) HL7
5 7 (1.85%) Cyber Essentials
5 7 (1.85%) ISO/IEC 27001
6 6 (1.59%) Actionable Recommendations
6 6 (1.59%) ISO 26262
7 4 (1.06%) IEC 61508
8 2 (0.53%) AUTOSAR
8 2 (0.53%) EMIR
8 2 (0.53%) NIST
9 1 (0.26%) EU AI Act
9 1 (0.26%) GDPR
9 1 (0.26%) HIPAA
9 1 (0.26%) NIST 800
9 1 (0.26%) PCI DSS
System Software
1 16 (4.23%) Docker
2 13 (3.44%) Firmware
3 6 (1.59%) Embedded Firmware
Systems Management
1 15 (3.97%) Kubernetes
2 4 (1.06%) Kubeflow
2 4 (1.06%) Terraform
3 2 (0.53%) Ansible
3 2 (0.53%) Functional Safety
3 2 (0.53%) logstash
3 2 (0.53%) Progress Chef
3 2 (0.53%) Prometheus
3 2 (0.53%) Puppet
4 1 (0.26%) Grafana
Vendors
1 32 (8.47%) Google
2 30 (7.94%) IBM
3 9 (2.38%) Databricks
3 9 (2.38%) Microsoft
3 9 (2.38%) Screaming Frog
4 8 (2.12%) YouTube
5 7 (1.85%) Oracle
6 6 (1.59%) Ahrefs
7 5 (1.32%) Adobe
7 5 (1.32%) BT
8 4 (1.06%) Altera
8 4 (1.06%) Salesforce
9 3 (0.79%) Facebook
9 3 (0.79%) Instagram
9 3 (0.79%) Remedy
9 3 (0.79%) TikTok
10 2 (0.53%) Hotjar
10 2 (0.53%) SAP
10 2 (0.53%) Xilinx
11 1 (0.26%) Huawei