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

6 months to
6 Jan 2026
Same period 2025 Same period 2024
Rank 310 185 210
Rank change year-on-year -125 +25 -4
Permanent jobs citing Algorithms 395 870 830
As % of all permanent jobs in the UK 0.67% 1.60% 1.57%
As % of the Miscellaneous category 1.92% 4.34% 4.22%
Number of salaries quoted 206 429 377
10th Percentile £40,808 £45,000 £42,500
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £75,900 £67,500 £70,576
Median % change year-on-year +12.44% -4.36% -2.65%
75th Percentile £112,500 £82,500 £100,000
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 20,566 20,052 19,660
As % of all permanent jobs advertised in the UK 34.63% 36.99% 37.08%
Number of salaries quoted 10,317 9,456 14,285
10th Percentile £27,794 £33,250 £32,500
25th Percentile £36,250 £45,000 £43,520
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 £82,548
90th Percentile £100,000 £110,000 £105,000
UK excluding London median annual salary £47,500 £54,000 £54,500
% change year-on-year -12.04% -0.92% -0.91%

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 6 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 6 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 -120 367 £75,900 +8.43% 374
London +7 209 £102,500 +24.24% 121
UK excluding London -179 166 £57,500 -11.54% 290
Work from Home -68 114 £75,900 +26.50% 172
South East -100 51 £69,525 +6.96% 110
East of England -34 39 £55,000 -27.63% 48
South West -50 24 £49,250 -24.23% 53
Midlands -8 21 £75,000 +25.00% 24
North of England -17 15 £35,000 -31.71% 41
West Midlands +7 11 £60,000 +7.14% 7
Wales +1 8 £57,500 +4.55% 6
North West -1 8 £45,000 -20.37% 18
East Midlands -10 8 £75,000 +25.00% 17
Scotland -24 8 £75,900 +68.67% 16
Yorkshire -20 7 £35,000 -22.22% 15

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 15 (3.80%) Kinematics
2 14 (3.54%) Apache Spark
3 7 (1.77%) Apache Airflow
4 5 (1.27%) IIS
5 3 (0.76%) Microsoft Exchange
6 2 (0.51%) CMS
6 2 (0.51%) Luigi
6 2 (0.51%) WordPress
7 1 (0.25%) Apache
7 1 (0.25%) Drupal
7 1 (0.25%) nginx
Applications
1 8 (2.03%) Microsoft Office
2 7 (1.77%) Simulink
3 4 (1.01%) Microsoft Excel
4 3 (0.76%) Adobe Creative Suite
4 3 (0.76%) Adobe Premiere
4 3 (0.76%) Final Cut Pro
5 1 (0.25%) Mathcad
5 1 (0.25%) Microsoft PowerPoint
5 1 (0.25%) Spreadsheet
Business Applications
1 4 (1.01%) Distributed Ledger
1 4 (1.01%) Shopify
2 2 (0.51%) Dynamics CRM
3 1 (0.25%) Bloomberg AIM
3 1 (0.25%) Fidessa
3 1 (0.25%) Salesforce CRM
Cloud Services
1 49 (12.41%) AWS
2 47 (11.90%) Azure
3 40 (10.13%) GCP
4 15 (3.80%) Power Platform
5 14 (3.54%) GitHub
6 11 (2.78%) Azure Machine Learning
7 10 (2.53%) Google Analytics
8 9 (2.28%) Snowflake
9 5 (1.27%) Google Tag Manager
9 5 (1.27%) Google Workspace
10 4 (1.01%) Azure Data Factory
10 4 (1.01%) Azure DevOps
10 4 (1.01%) dbt
10 4 (1.01%) Microsoft Purview
11 3 (0.76%) Amazon EKS
11 3 (0.76%) Canva
11 3 (0.76%) Firebase
12 2 (0.51%) Amazon SageMaker
12 2 (0.51%) Salesforce Commerce Cloud
12 2 (0.51%) Serverless
Communications & Networking
1 14 (3.54%) Multicast
2 5 (1.27%) Software-Defined Radio
3 4 (1.01%) Broadband
3 4 (1.01%) Network Security
3 4 (1.01%) 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 (5.06%) NoSQL
2 18 (4.56%) Big Data
3 17 (4.30%) Metadata
4 15 (3.80%) Power BI
5 14 (3.54%) Hadoop
5 14 (3.54%) PostgreSQL
6 13 (3.29%) Tableau
7 11 (2.78%) BigQuery
7 11 (2.78%) Data Lake
7 11 (2.78%) MongoDB
8 10 (2.53%) Elasticsearch
9 7 (1.77%) Relational Database
10 6 (1.52%) SQL Server
11 5 (1.27%) Data Mining
12 4 (1.01%) KDB
13 3 (0.76%) Apache Cassandra
13 3 (0.76%) Looker
13 3 (0.76%) MySQL
13 3 (0.76%) Redis
14 2 (0.51%) GIS
Development Applications
1 40 (10.13%) Rational DOORS
2 21 (5.32%) Git
3 20 (5.06%) JIRA
4 8 (2.03%) MLflow
5 3 (0.76%) Jenkins
6 2 (0.51%) JConsole
6 2 (0.51%) TestRail
6 2 (0.51%) VisualVM
General
1 122 (30.89%) Finance
2 94 (23.80%) Social Skills
3 67 (16.96%) Electronics
4 52 (13.16%) Analytical Skills
5 49 (12.41%) Front Office
6 36 (9.11%) Marketing
7 35 (8.86%) Games
8 31 (7.85%) Banking
8 31 (7.85%) Law
9 23 (5.82%) Presentation Skills
10 17 (4.30%) Financial Institution
11 12 (3.04%) Inclusion and Diversity
12 10 (2.53%) Legal
12 10 (2.53%) Public Sector
13 8 (2.03%) Aviation
14 7 (1.77%) Telecoms
15 6 (1.52%) Manufacturing
16 5 (1.27%) Investment Banking
16 5 (1.27%) Pharmaceutical
17 4 (1.01%) Aerospace
Job Titles
1 75 (18.99%) Developer
2 74 (18.73%) Senior
3 55 (13.92%) Software Engineer
4 49 (12.41%) Lead
5 42 (10.63%) Systems Engineer
6 41 (10.38%) Principal Engineer
7 34 (8.61%) Principal Systems Engineer
7 34 (8.61%) Quantitative Developer
8 27 (6.84%) Artificial Intelligence Engineer
9 25 (6.33%) Senior Developer
10 21 (5.32%) Python Developer
10 21 (5.32%) Senior Software Engineer
11 20 (5.06%) C++ Developer
12 19 (4.81%) C++ Quantitative Developer
12 19 (4.81%) C++ Software Engineer
12 19 (4.81%) Data Scientist
13 18 (4.56%) Linux Developer
13 18 (4.56%) Senior C++ Developer
13 18 (4.56%) Senior Python Developer
13 18 (4.56%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.11%) Boost C++ Libraries
2 26 (6.58%) FIX Protocol
2 26 (6.58%) TensorFlow
3 21 (5.32%) Django
3 21 (5.32%) Kafka
4 20 (5.06%) PyTorch
5 16 (4.05%) Middleware
6 14 (3.54%) pytest
7 13 (3.29%) scikit-learn
8 12 (3.04%) Flask
9 11 (2.78%) FastAPI
9 11 (2.78%) REST
10 10 (2.53%) .NET
10 10 (2.53%) FHIR
11 9 (2.28%) Java Concurrency
11 9 (2.28%) React
12 8 (2.03%) Pandas
13 7 (1.77%) HTML
13 7 (1.77%) NumPy
14 5 (1.27%) RESTful
Miscellaneous
1 57 (14.43%) Data Structures
1 57 (14.43%) Equities
2 43 (10.89%) Distributed Systems
3 25 (6.33%) Derivative
3 25 (6.33%) Management Information System
4 24 (6.08%) Hedge funds
5 21 (5.32%) Cloud Native
6 17 (4.30%) Robotics
7 16 (4.05%) Fixed Income
8 14 (3.54%) Greenfield Project
9 12 (3.04%) Life Science
9 12 (3.04%) Product Ownership
9 12 (3.04%) Social Media
10 11 (2.78%) Omics
10 11 (2.78%) Self-Motivation
11 10 (2.53%) 3D Graphics
12 9 (2.28%) Analytical Mindset
12 9 (2.28%) Foreign Exchange (FX)
13 6 (1.52%) Embedded Systems
14 4 (1.01%) Credit Risk
Operating Systems
1 46 (11.65%) Linux
2 4 (1.01%) Unix
3 2 (0.51%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
4 1 (0.25%) Windows Server
Processes & Methodologies
1 132 (33.42%) AI
2 128 (32.41%) Software Engineering
3 124 (31.39%) Computer Science
4 117 (29.62%) Machine Learning
5 114 (28.86%) Analytics
6 85 (21.52%) Data Science
7 83 (21.01%) Mathematics
8 78 (19.75%) Problem-Solving
9 71 (17.97%) Agile
10 69 (17.47%) Low Latency
11 65 (16.46%) Statistics
11 65 (16.46%) Technical Leadership
12 54 (13.67%) Signal Processing
13 50 (12.66%) Data Analytics
14 48 (12.15%) Data Analysis
15 46 (11.65%) Systems Engineering
16 45 (11.39%) Decision-Making
16 45 (11.39%) SDLC
17 40 (10.13%) OO
17 40 (10.13%) OOP
Programming Languages
1 208 (52.66%) Python
2 93 (23.54%) C++
3 59 (14.94%) Java
3 59 (14.94%) SQL
4 44 (11.14%) C
5 32 (8.10%) C#
6 22 (5.57%) R
7 14 (3.54%) JavaScript
7 14 (3.54%) MATLAB
8 8 (2.03%) Go
8 8 (2.03%) Scala
9 7 (1.77%) Bash
10 5 (1.27%) Rust
11 4 (1.01%) Fortran
11 4 (1.01%) T-SQL
12 3 (0.76%) Assembly Language
12 3 (0.76%) Google Apps Script
12 3 (0.76%) Objective-C
12 3 (0.76%) Swift
12 3 (0.76%) Tcl
Qualifications
1 157 (39.75%) Degree
2 86 (21.77%) Master's Degree
3 81 (20.51%) PhD
4 54 (13.67%) BPSS Clearance
5 32 (8.10%) Computer Science Degree
6 27 (6.84%) Security Cleared
7 22 (5.57%) SC Cleared
8 8 (2.03%) CISM
8 8 (2.03%) CISSP
9 7 (1.77%) CISA
9 7 (1.77%) CRISC
9 7 (1.77%) DV Cleared
10 5 (1.27%) MBA
11 4 (1.01%) ISTQB
11 4 (1.01%) Postgraduate
12 1 (0.25%) A+ Certification
12 1 (0.25%) CEH
12 1 (0.25%) GIAC
12 1 (0.25%) MCP
12 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 41 (10.38%) ISO/IEC 15288
2 26 (6.58%) Data Quality
3 15 (3.80%) QA
4 14 (3.54%) Accessibility
5 10 (2.53%) CDISC
5 10 (2.53%) GxP
5 10 (2.53%) HL7
6 8 (2.03%) Actionable Recommendations
7 7 (1.77%) Cyber Essentials
7 7 (1.77%) ISO/IEC 27001
8 6 (1.52%) ISO 26262
9 4 (1.01%) IEC 61508
10 2 (0.51%) AUTOSAR
10 2 (0.51%) EMIR
10 2 (0.51%) NIST
11 1 (0.25%) EU AI Act
11 1 (0.25%) GDPR
11 1 (0.25%) HIPAA
11 1 (0.25%) NIST 800
11 1 (0.25%) PCI DSS
System Software
1 20 (5.06%) Docker
2 9 (2.28%) Firmware
3 4 (1.01%) Embedded Firmware
Systems Management
1 19 (4.81%) Kubernetes
2 4 (1.01%) Kubeflow
2 4 (1.01%) Terraform
3 2 (0.51%) Ansible
3 2 (0.51%) Functional Safety
3 2 (0.51%) logstash
3 2 (0.51%) Progress Chef
3 2 (0.51%) Prometheus
3 2 (0.51%) Puppet
4 1 (0.25%) Grafana
Vendors
1 40 (10.13%) IBM
2 34 (8.61%) Google
3 9 (2.28%) Databricks
3 9 (2.28%) Microsoft
3 9 (2.28%) Screaming Frog
4 8 (2.03%) YouTube
5 7 (1.77%) Oracle
6 6 (1.52%) Ahrefs
7 5 (1.27%) Adobe
7 5 (1.27%) BT
7 5 (1.27%) Salesforce
8 3 (0.76%) Alteryx
8 3 (0.76%) Facebook
8 3 (0.76%) Instagram
8 3 (0.76%) Remedy
8 3 (0.76%) SAP
8 3 (0.76%) TikTok
9 2 (0.51%) Criteo
9 2 (0.51%) Hotjar
10 1 (0.25%) Thales