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

6 months to
18 Dec 2025
Same period 2024 Same period 2023
Rank 306 184 243
Rank change year-on-year -122 +59 -59
Permanent jobs citing Algorithms 407 867 672
As % of all permanent jobs in the UK 0.70% 1.53% 1.38%
As % of the Miscellaneous category 1.96% 4.17% 3.60%
Number of salaries quoted 215 455 360
10th Percentile £40,309 £45,400 £43,611
25th Percentile £47,500 £55,163 £52,293
Median annual salary (50th Percentile) £75,900 £70,000 £70,576
Median % change year-on-year +8.43% -0.82% -2.65%
75th Percentile £112,500 £85,000 £101,000
90th Percentile £137,500 £105,000 £140,000
UK excluding London median annual salary £55,000 £65,000 £58,500
% change year-on-year -15.38% +11.11% -2.50%

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 20,809 20,770 18,650
As % of all permanent jobs advertised in the UK 35.58% 36.56% 38.22%
Number of salaries quoted 10,506 10,170 13,882
10th Percentile £27,750 £33,250 £32,500
25th Percentile £36,250 £45,000 £45,000
Median annual salary (50th Percentile) £54,635 £60,000 £62,000
Median % change year-on-year -8.94% -3.23% -4.62%
75th Percentile £77,500 £82,500 £84,056
90th Percentile £100,000 £110,000 £107,500
UK excluding London median annual salary £45,000 £54,000 £55,000
% change year-on-year -16.67% -1.82% -

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 18 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 18 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 -92 381 £75,900 +8.43% 368
London +11 210 £105,000 +31.25% 122
UK excluding London -138 176 £55,000 -15.38% 285
Work from Home -51 114 £75,900 +26.50% 168
South East -96 55 £69,525 +3.00% 84
East of England -33 41 £55,000 -27.63% 54
South West -42 24 £40,792 -37.24% 51
Midlands -7 23 £75,000 +25.00% 36
North of England 0 18 £35,000 -34.28% 52
West Midlands +18 13 £60,000 +3.45% 18
North West +11 10 £38,250 -35.72% 24
Wales -2 8 £57,500 +4.55% 4
Yorkshire -16 8 £35,000 -22.22% 18
East Midlands -18 8 £75,000 +25.00% 17
Scotland -14 7 £75,900 +68.67% 17

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 17 (4.18%) Kinematics
2 12 (2.95%) Apache Spark
3 8 (1.97%) Apache Airflow
4 4 (0.98%) IIS
4 4 (0.98%) WordPress
5 3 (0.74%) CMS
5 3 (0.74%) Microsoft Exchange
6 2 (0.49%) Luigi
7 1 (0.25%) Apache
7 1 (0.25%) nginx
Applications
1 8 (1.97%) Microsoft Office
2 7 (1.72%) Simulink
3 5 (1.23%) Microsoft Excel
4 3 (0.74%) Adobe Creative Suite
4 3 (0.74%) Adobe Premiere
4 3 (0.74%) Final Cut Pro
5 2 (0.49%) Spreadsheet
6 1 (0.25%) Blender
6 1 (0.25%) Mathcad
6 1 (0.25%) Microsoft PowerPoint
Business Applications
1 4 (0.98%) Shopify
2 3 (0.74%) Distributed Ledger
3 2 (0.49%) Dynamics CRM
4 1 (0.25%) Bloomberg AIM
4 1 (0.25%) Fidessa
Cloud Services
1 46 (11.30%) AWS
2 44 (10.81%) Azure
3 38 (9.34%) GCP
4 18 (4.42%) Power Platform
5 14 (3.44%) Google Analytics
6 13 (3.19%) GitHub
7 12 (2.95%) Azure Machine Learning
8 9 (2.21%) Snowflake
9 5 (1.23%) Azure Data Factory
9 5 (1.23%) Azure DevOps
9 5 (1.23%) Google Workspace
10 4 (0.98%) dbt
10 4 (0.98%) Google Docs
10 4 (0.98%) Google Sheets
10 4 (0.98%) Google Tag Manager
10 4 (0.98%) Microsoft Purview
11 3 (0.74%) Amazon EKS
11 3 (0.74%) Amazon SageMaker
11 3 (0.74%) Canva
11 3 (0.74%) Firebase
Communications & Networking
1 12 (2.95%) Multicast
2 6 (1.47%) Software-Defined Radio
3 4 (0.98%) TCP/IP
4 3 (0.74%) Broadband
4 3 (0.74%) Network Security
5 1 (0.25%) 5G
5 1 (0.25%) Bluetooth
5 1 (0.25%) Internet
5 1 (0.25%) S/MIME
5 1 (0.25%) SD-WAN
5 1 (0.25%) VPN
5 1 (0.25%) WAN
5 1 (0.25%) Wireless
Database & Business Intelligence
1 19 (4.67%) Metadata
1 19 (4.67%) NoSQL
2 18 (4.42%) Power BI
3 15 (3.69%) Big Data
3 15 (3.69%) PostgreSQL
4 12 (2.95%) Data Lake
5 11 (2.70%) MongoDB
5 11 (2.70%) Tableau
6 10 (2.46%) Hadoop
7 9 (2.21%) BigQuery
8 8 (1.97%) Elasticsearch
9 7 (1.72%) Relational Database
10 6 (1.47%) Data Mining
10 6 (1.47%) SQL Server
11 5 (1.23%) KDB
12 4 (0.98%) Looker
13 3 (0.74%) Apache Cassandra
13 3 (0.74%) GIS
13 3 (0.74%) MySQL
13 3 (0.74%) Redis
Development Applications
1 37 (9.09%) Rational DOORS
2 21 (5.16%) Git
3 19 (4.67%) JIRA
4 9 (2.21%) MLflow
5 4 (0.98%) Jenkins
6 3 (0.74%) TestRail
7 2 (0.49%) JConsole
7 2 (0.49%) VisualVM
8 1 (0.25%) GitLab
8 1 (0.25%) Visual Studio
General
1 121 (29.73%) Finance
2 101 (24.82%) Social Skills
3 67 (16.46%) Electronics
4 57 (14.00%) Analytical Skills
5 49 (12.04%) Front Office
6 40 (9.83%) Games
6 40 (9.83%) Marketing
7 38 (9.34%) Law
8 32 (7.86%) Banking
9 24 (5.90%) Presentation Skills
10 15 (3.69%) Financial Institution
11 12 (2.95%) Inclusion and Diversity
12 10 (2.46%) Legal
12 10 (2.46%) Public Sector
13 9 (2.21%) Manufacturing
14 8 (1.97%) Aviation
15 7 (1.72%) Investment Banking
15 7 (1.72%) Telecoms
16 5 (1.23%) Advertising
16 5 (1.23%) Retail
Job Titles
1 74 (18.18%) Developer
2 73 (17.94%) Senior
3 52 (12.78%) Software Engineer
4 51 (12.53%) Lead
5 40 (9.83%) Systems Engineer
6 38 (9.34%) Principal Engineer
7 36 (8.85%) Quantitative Developer
8 31 (7.62%) Principal Systems Engineer
9 30 (7.37%) Artificial Intelligence Engineer
10 25 (6.14%) Senior Developer
11 22 (5.41%) Data Scientist
12 21 (5.16%) Python Developer
13 20 (4.91%) C++ Developer
14 19 (4.67%) C++ Quantitative Developer
14 19 (4.67%) C++ Software Engineer
15 18 (4.42%) Linux Developer
15 18 (4.42%) Low Latency C++ Developer
15 18 (4.42%) Senior C++ Quantitative Developer
15 18 (4.42%) Senior Python Developer
15 18 (4.42%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 32 (7.86%) Boost C++ Libraries
2 25 (6.14%) TensorFlow
3 24 (5.90%) FIX Protocol
4 23 (5.65%) Kafka
5 19 (4.67%) Django
5 19 (4.67%) PyTorch
6 18 (4.42%) Middleware
7 14 (3.44%) scikit-learn
8 12 (2.95%) Flask
8 12 (2.95%) pytest
9 11 (2.70%) FastAPI
9 11 (2.70%) React
9 11 (2.70%) REST
10 10 (2.46%) .NET
10 10 (2.46%) FHIR
11 9 (2.21%) HTML
11 9 (2.21%) Java Concurrency
12 7 (1.72%) CSS
13 6 (1.47%) Pandas
13 6 (1.47%) Qt
Miscellaneous
1 58 (14.25%) Data Structures
2 56 (13.76%) Equities
3 43 (10.57%) Distributed Systems
4 25 (6.14%) Derivative
4 25 (6.14%) Management Information System
5 24 (5.90%) Hedge funds
6 22 (5.41%) Cloud Native
7 20 (4.91%) Robotics
8 14 (3.44%) Fixed Income
8 14 (3.44%) Greenfield Project
9 13 (3.19%) Social Media
10 12 (2.95%) 3D Graphics
10 12 (2.95%) Life Science
10 12 (2.95%) Self-Motivation
11 11 (2.70%) Omics
11 11 (2.70%) Product Ownership
12 10 (2.46%) Foreign Exchange (FX)
13 9 (2.21%) Analytical Mindset
14 6 (1.47%) Embedded Systems
15 5 (1.23%) FPGA
Operating Systems
1 45 (11.06%) Linux
2 4 (0.98%) Unix
3 3 (0.74%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
4 1 (0.25%) Windows Server
Processes & Methodologies
1 140 (34.40%) AI
2 132 (32.43%) Software Engineering
3 121 (29.73%) Analytics
4 120 (29.48%) Computer Science
5 118 (28.99%) Machine Learning
6 88 (21.62%) Problem-Solving
7 87 (21.38%) Mathematics
8 82 (20.15%) Data Science
9 72 (17.69%) Agile
10 70 (17.20%) Low Latency
10 70 (17.20%) Statistics
11 60 (14.74%) Technical Leadership
12 52 (12.78%) Signal Processing
13 51 (12.53%) Data Analytics
14 50 (12.29%) Data Analysis
15 46 (11.30%) SDLC
16 44 (10.81%) Business Strategy
17 43 (10.57%) DevOps
17 43 (10.57%) Systems Engineering
17 43 (10.57%) Thought Leadership
Programming Languages
1 210 (51.60%) Python
2 97 (23.83%) C++
3 62 (15.23%) Java
4 60 (14.74%) SQL
5 47 (11.55%) C
6 35 (8.60%) C#
7 19 (4.67%) R
8 15 (3.69%) JavaScript
8 15 (3.69%) MATLAB
9 8 (1.97%) Bash
10 7 (1.72%) Scala
11 6 (1.47%) Go
12 5 (1.23%) Rust
13 4 (0.98%) Fortran
13 4 (0.98%) T-SQL
14 3 (0.74%) Assembly Language
14 3 (0.74%) Objective-C
14 3 (0.74%) Swift
14 3 (0.74%) Tcl
14 3 (0.74%) VC++
Qualifications
1 165 (40.54%) Degree
2 95 (23.34%) Master's Degree
3 88 (21.62%) PhD
4 51 (12.53%) BPSS Clearance
5 30 (7.37%) Computer Science Degree
6 27 (6.63%) Security Cleared
7 22 (5.41%) SC Cleared
8 8 (1.97%) CISM
8 8 (1.97%) CISSP
9 7 (1.72%) CISA
9 7 (1.72%) CRISC
10 6 (1.47%) DV Cleared
11 4 (0.98%) ISTQB
11 4 (0.98%) MBA
12 3 (0.74%) 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 38 (9.34%) ISO/IEC 15288
2 23 (5.65%) Data Quality
3 13 (3.19%) Accessibility
3 13 (3.19%) QA
4 10 (2.46%) CDISC
4 10 (2.46%) GxP
4 10 (2.46%) HL7
5 7 (1.72%) Actionable Recommendations
5 7 (1.72%) Cyber Essentials
5 7 (1.72%) ISO/IEC 27001
6 6 (1.47%) ISO 26262
7 4 (0.98%) IEC 61508
8 2 (0.49%) AUTOSAR
8 2 (0.49%) EMIR
8 2 (0.49%) NIST
9 1 (0.25%) EU AI Act
9 1 (0.25%) GMP
9 1 (0.25%) HIPAA
9 1 (0.25%) PCI DSS
9 1 (0.25%) Sarbanes-Oxley
System Software
1 24 (5.90%) Docker
2 9 (2.21%) Firmware
3 4 (0.98%) Embedded Firmware
Systems Management
1 20 (4.91%) Kubernetes
2 5 (1.23%) Terraform
3 4 (0.98%) Kubeflow
4 2 (0.49%) Ansible
4 2 (0.49%) Functional Safety
4 2 (0.49%) logstash
4 2 (0.49%) Progress Chef
4 2 (0.49%) Prometheus
4 2 (0.49%) Puppet
5 1 (0.25%) Grafana
Vendors
1 38 (9.34%) Google
2 37 (9.09%) IBM
3 12 (2.95%) Microsoft
3 12 (2.95%) Screaming Frog
4 11 (2.70%) Ahrefs
5 9 (2.21%) Databricks
6 7 (1.72%) Oracle
6 7 (1.72%) YouTube
7 5 (1.23%) Adobe
8 4 (0.98%) BT
8 4 (0.98%) OpenAI
8 4 (0.98%) Salesforce
9 3 (0.74%) Alteryx
9 3 (0.74%) Facebook
9 3 (0.74%) Instagram
9 3 (0.74%) Remedy
9 3 (0.74%) SAP
9 3 (0.74%) TikTok
10 2 (0.49%) Criteo
10 2 (0.49%) Hotjar