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

6 months to
22 Jan 2026
Same period 2025 Same period 2024
Rank 315 199 177
Rank change year-on-year -116 -22 +24
Permanent jobs citing Algorithms 382 815 1,108
As % of all permanent jobs in the UK 0.62% 1.53% 1.77%
As % of the Miscellaneous category 1.83% 4.12% 4.87%
Number of salaries quoted 188 402 499
10th Percentile £41,117 £45,000 £41,250
25th Percentile £47,500 £55,000 £52,147
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 £102,500 £125,500
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 20,829 19,764 22,763
As % of all permanent jobs advertised in the UK 33.63% 37.20% 36.31%
Number of salaries quoted 10,491 9,228 16,641
10th Percentile £28,000 £33,750 £31,250
25th Percentile £36,750 £46,250 £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 £52,250
% change year-on-year -13.64% +5.26% -5.00%

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 22 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 22 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 -114 353 £75,900 +15.44% 553
London +16 202 £102,500 +16.15% 144
UK excluding London -185 159 £56,430 -9.71% 510
Work from Home -50 112 £75,900 +26.50% 255
South East -102 44 £58,215 -6.86% 176
East of England -44 37 £55,000 -27.63% 89
South West -43 26 £49,250 -24.23% 75
Midlands -10 19 £75,000 +25.00% 51
North of England -15 17 £45,000 -14.29% 71
North West +5 12 £55,000 -2.67% 29
West Midlands +10 9 £55,000 -8.33% 14
Wales -1 8 £57,500 -1.71% 20
East Midlands -14 8 £75,000 +25.00% 36
Scotland -27 8 £75,900 +68.67% 33
Yorkshire -26 5 £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 (3.66%) Apache Spark
2 13 (3.40%) Kinematics
3 7 (1.83%) Apache Airflow
4 5 (1.31%) IIS
5 3 (0.79%) 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 8 (2.09%) Simulink
2 7 (1.83%) 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 (1.05%) Distributed Ledger
1 4 (1.05%) 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 48 (12.57%) AWS
1 48 (12.57%) Azure
2 39 (10.21%) GCP
3 14 (3.66%) GitHub
3 14 (3.66%) Power Platform
4 12 (3.14%) Azure Machine Learning
5 9 (2.36%) Snowflake
6 8 (2.09%) Google Analytics
7 5 (1.31%) Google Tag Manager
7 5 (1.31%) Google Workspace
8 4 (1.05%) Azure Data Factory
8 4 (1.05%) Azure DevOps
8 4 (1.05%) dbt
8 4 (1.05%) Microsoft Purview
9 3 (0.79%) Amazon EKS
9 3 (0.79%) Canva
9 3 (0.79%) Cloud Computing
9 3 (0.79%) Firebase
10 2 (0.52%) Amazon S3
10 2 (0.52%) Google App Engine
Communications & Networking
1 13 (3.40%) Multicast
2 5 (1.31%) Broadband
2 5 (1.31%) Software-Defined Radio
2 5 (1.31%) TCP/IP
3 4 (1.05%) Network Security
4 2 (0.52%) 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 (4.97%) Big Data
2 17 (4.45%) Metadata
2 17 (4.45%) NoSQL
3 14 (3.66%) Hadoop
3 14 (3.66%) Power BI
4 13 (3.40%) BigQuery
4 13 (3.40%) PostgreSQL
4 13 (3.40%) Tableau
5 12 (3.14%) Elasticsearch
6 10 (2.62%) Data Lake
6 10 (2.62%) MongoDB
7 7 (1.83%) Relational Database
8 6 (1.57%) SQL Server
9 5 (1.31%) Data Mining
10 4 (1.05%) KDB
11 3 (0.79%) Apache Cassandra
11 3 (0.79%) Looker
11 3 (0.79%) MySQL
11 3 (0.79%) Redis
12 2 (0.52%) ClickHouse
Development Applications
1 32 (8.38%) Rational DOORS
2 19 (4.97%) Git
3 18 (4.71%) JIRA
4 7 (1.83%) MLflow
5 2 (0.52%) JConsole
5 2 (0.52%) Jenkins
5 2 (0.52%) VisualVM
6 1 (0.26%) TestRail
General
1 115 (30.10%) Finance
2 94 (24.61%) Social Skills
3 57 (14.92%) Electronics
4 56 (14.66%) Analytical Skills
5 46 (12.04%) Front Office
6 34 (8.90%) Games
6 34 (8.90%) Marketing
7 31 (8.12%) Law
8 29 (7.59%) Banking
9 20 (5.24%) Presentation Skills
10 15 (3.93%) Financial Institution
11 12 (3.14%) Inclusion and Diversity
12 10 (2.62%) Legal
12 10 (2.62%) Public Sector
13 8 (2.09%) Aviation
14 7 (1.83%) Manufacturing
14 7 (1.83%) Telecoms
15 6 (1.57%) Aeronautics
15 6 (1.57%) Aerospace
16 5 (1.31%) Pharmaceutical
Job Titles
1 70 (18.32%) Developer
2 67 (17.54%) Senior
3 58 (15.18%) Software Engineer
4 46 (12.04%) Lead
5 36 (9.42%) Principal Engineer
6 32 (8.38%) Systems Engineer
7 31 (8.12%) Quantitative Developer
8 29 (7.59%) Principal Systems Engineer
9 27 (7.07%) Artificial Intelligence Engineer
10 24 (6.28%) Senior Developer
11 21 (5.50%) Senior Software Engineer
12 20 (5.24%) Data Scientist
12 20 (5.24%) Python Developer
13 19 (4.97%) C++ Developer
13 19 (4.97%) C++ Software Engineer
14 18 (4.71%) C++ Quantitative Developer
15 17 (4.45%) Linux Developer
15 17 (4.45%) Senior C++ Developer
15 17 (4.45%) Senior Python Developer
15 17 (4.45%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 35 (9.16%) Boost C++ Libraries
2 26 (6.81%) FIX Protocol
2 26 (6.81%) TensorFlow
3 21 (5.50%) Django
4 20 (5.24%) PyTorch
5 18 (4.71%) Kafka
6 14 (3.66%) Middleware
7 13 (3.40%) pytest
8 12 (3.14%) .NET
9 11 (2.88%) scikit-learn
10 10 (2.62%) FastAPI
10 10 (2.62%) FHIR
10 10 (2.62%) Flask
10 10 (2.62%) REST
11 9 (2.36%) HTML
11 9 (2.36%) Pandas
12 8 (2.09%) Java Concurrency
12 8 (2.09%) NumPy
12 8 (2.09%) React
13 7 (1.83%) CSS
Miscellaneous
1 54 (14.14%) Data Structures
2 50 (13.09%) Equities
3 39 (10.21%) Distributed Systems
4 24 (6.28%) Derivative
4 24 (6.28%) Management Information System
5 23 (6.02%) Hedge funds
6 22 (5.76%) Cloud Native
7 16 (4.19%) Greenfield Project
8 15 (3.93%) Fixed Income
8 15 (3.93%) Robotics
9 12 (3.14%) Life Science
9 12 (3.14%) Product Ownership
9 12 (3.14%) Social Media
10 11 (2.88%) Omics
10 11 (2.88%) Self-Motivation
11 10 (2.62%) Analytical Mindset
12 9 (2.36%) Foreign Exchange (FX)
13 8 (2.09%) 3D Graphics
13 8 (2.09%) FPGA
14 7 (1.83%) Embedded Systems
Operating Systems
1 45 (11.78%) Linux
2 4 (1.05%) Unix
3 3 (0.79%) Android
3 3 (0.79%) Apple iOS
4 2 (0.52%) Windows
5 1 (0.26%) Robot Operating System
5 1 (0.26%) Windows Server
Processes & Methodologies
1 130 (34.03%) AI
2 128 (33.51%) Software Engineering
3 121 (31.68%) Computer Science
4 113 (29.58%) Machine Learning
5 111 (29.06%) Analytics
6 84 (21.99%) Data Science
7 77 (20.16%) Mathematics
7 77 (20.16%) Problem-Solving
8 64 (16.75%) Agile
9 62 (16.23%) Low Latency
10 56 (14.66%) Statistics
11 54 (14.14%) Technical Leadership
12 48 (12.57%) Data Analytics
13 47 (12.30%) Decision-Making
14 46 (12.04%) Signal Processing
15 44 (11.52%) SDLC
16 43 (11.26%) Data Analysis
17 41 (10.73%) DevOps
18 37 (9.69%) Thought Leadership
19 36 (9.42%) CI/CD
Programming Languages
1 204 (53.40%) Python
2 97 (25.39%) C++
3 58 (15.18%) SQL
4 51 (13.35%) Java
5 47 (12.30%) C
6 32 (8.38%) C#
7 20 (5.24%) R
8 15 (3.93%) JavaScript
8 15 (3.93%) MATLAB
9 8 (2.09%) Go
9 8 (2.09%) Scala
10 6 (1.57%) Bash
11 5 (1.31%) Assembly Language
11 5 (1.31%) Rust
12 4 (1.05%) Fortran
12 4 (1.05%) 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
1 152 (39.79%) Degree
2 78 (20.42%) Master's Degree
3 77 (20.16%) PhD
4 43 (11.26%) BPSS Clearance
5 32 (8.38%) Computer Science Degree
6 27 (7.07%) Security Cleared
7 22 (5.76%) SC Cleared
8 8 (2.09%) CISM
8 8 (2.09%) CISSP
9 7 (1.83%) CISA
9 7 (1.83%) CRISC
9 7 (1.83%) DV Cleared
10 5 (1.31%) MBA
11 4 (1.05%) ISTQB
11 4 (1.05%) Postgraduate
12 3 (0.79%) DBS Check
13 1 (0.26%) CEH
13 1 (0.26%) GIAC
13 1 (0.26%) MCP
13 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 30 (7.85%) ISO/IEC 15288
2 28 (7.33%) Data Quality
3 14 (3.66%) Accessibility
4 13 (3.40%) QA
5 10 (2.62%) CDISC
5 10 (2.62%) GxP
5 10 (2.62%) HL7
6 7 (1.83%) Cyber Essentials
6 7 (1.83%) ISO/IEC 27001
7 6 (1.57%) Actionable Recommendations
7 6 (1.57%) ISO 26262
8 4 (1.05%) 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%) HIPAA
10 1 (0.26%) NIST 800
10 1 (0.26%) PCI DSS
System Software
1 17 (4.45%) Docker
2 13 (3.40%) Firmware
3 6 (1.57%) Embedded Firmware
Systems Management
1 16 (4.19%) Kubernetes
2 4 (1.05%) Kubeflow
2 4 (1.05%) Terraform
3 2 (0.52%) Ansible
3 2 (0.52%) Functional Safety
3 2 (0.52%) logstash
3 2 (0.52%) Progress Chef
3 2 (0.52%) Prometheus
3 2 (0.52%) Puppet
4 1 (0.26%) Grafana
Vendors
1 32 (8.38%) Google
2 30 (7.85%) IBM
3 9 (2.36%) Databricks
3 9 (2.36%) Microsoft
3 9 (2.36%) Screaming Frog
4 8 (2.09%) YouTube
5 7 (1.83%) Oracle
6 6 (1.57%) Ahrefs
7 5 (1.31%) Adobe
7 5 (1.31%) BT
8 4 (1.05%) Altera
8 4 (1.05%) Salesforce
9 3 (0.79%) Facebook
9 3 (0.79%) Instagram
9 3 (0.79%) Remedy
9 3 (0.79%) TikTok
10 2 (0.52%) Hotjar
10 2 (0.52%) SAP
10 2 (0.52%) Xilinx
11 1 (0.26%) Huawei