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

6 months to
25 Jan 2026
Same period 2025 Same period 2024
Rank 329 200 174
Rank change year-on-year -129 -26 +35
Permanent jobs citing Algorithms 376 816 1,177
As % of all permanent jobs in the UK 0.60% 1.55% 1.76%
As % of the Miscellaneous category 1.79% 4.16% 4.86%
Number of salaries quoted 183 404 546
10th Percentile £40,896 £45,000 £41,250
25th Percentile £47,500 £54,000 £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 £111,250 £82,500 £87,500
90th Percentile £137,500 £104,250 £122,500
UK excluding London median annual salary £57,500 £62,500 £60,000
% change year-on-year -8.00% +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 20,957 19,637 24,215
As % of all permanent jobs advertised in the UK 33.41% 37.19% 36.19%
Number of salaries quoted 10,520 9,136 17,804
10th Percentile £28,000 £33,750 £30,500
25th Percentile £36,750 £46,179 £41,250
Median annual salary (50th Percentile) £55,000 £60,000 £57,900
Median % change year-on-year -8.33% +3.63% -10.92%
75th Percentile £77,500 £83,750 £80,000
90th Percentile £100,000 £112,500 £100,000
UK excluding London median annual salary £47,500 £55,000 £51,000
% change year-on-year -13.64% +7.84% -7.27%

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 25 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 25 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 -117 347 £75,900 +16.77% 824
London +5 197 £102,500 +14.53% 158
UK excluding London -180 158 £57,500 -8.00% 785
Work from Home -58 110 £75,900 +26.50% 303
South East -102 47 £63,750 +2.00% 235
East of England -42 35 £55,000 -27.63% 137
South West -57 24 £51,646 -20.54% 120
Midlands -17 18 £75,000 +25.00% 99
North of England -28 18 £45,000 -14.29% 126
North West -4 13 £55,000 -2.67% 51
West Midlands +6 8 £55,000 -8.33% 24
Wales +2 8 £57,500 -1.71% 36
East Midlands -14 8 £75,000 +25.00% 71
Scotland -35 8 £75,900 +68.67% 38
Yorkshire -30 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 (3.72%) Apache Spark
2 12 (3.19%) Kinematics
3 7 (1.86%) Apache Airflow
4 5 (1.33%) IIS
5 3 (0.80%) Microsoft Exchange
6 2 (0.53%) CMS
6 2 (0.53%) Luigi
6 2 (0.53%) WordPress
7 1 (0.27%) Apache
7 1 (0.27%) Drupal
7 1 (0.27%) nginx
Applications
1 7 (1.86%) Microsoft Office
1 7 (1.86%) Simulink
2 3 (0.80%) Adobe Creative Suite
2 3 (0.80%) Adobe Premiere
2 3 (0.80%) Final Cut Pro
2 3 (0.80%) Microsoft Excel
3 1 (0.27%) Microsoft PowerPoint
3 1 (0.27%) Spreadsheet
Business Applications
1 4 (1.06%) Distributed Ledger
1 4 (1.06%) Shopify
2 3 (0.80%) Towers Watson Igloo
3 2 (0.53%) Dynamics CRM
4 1 (0.27%) Bloomberg AIM
4 1 (0.27%) Fidessa
4 1 (0.27%) Salesforce CRM
Cloud Services
1 48 (12.77%) AWS
2 47 (12.50%) Azure
3 40 (10.64%) GCP
4 15 (3.99%) GitHub
5 13 (3.46%) Power Platform
6 12 (3.19%) Azure Machine Learning
7 9 (2.39%) Snowflake
8 8 (2.13%) Google Analytics
9 5 (1.33%) Google Tag Manager
9 5 (1.33%) Google Workspace
10 4 (1.06%) Azure DevOps
10 4 (1.06%) Cloud Computing
10 4 (1.06%) dbt
11 3 (0.80%) Amazon EKS
11 3 (0.80%) Canva
11 3 (0.80%) Firebase
12 2 (0.53%) Azure Data Factory
12 2 (0.53%) Google App Engine
12 2 (0.53%) Salesforce Commerce Cloud
12 2 (0.53%) Slack
Communications & Networking
1 13 (3.46%) Multicast
2 6 (1.60%) Software-Defined Radio
3 5 (1.33%) Broadband
3 5 (1.33%) TCP/IP
4 4 (1.06%) Network Security
5 2 (0.53%) Ethernet
6 1 (0.27%) Bluetooth
6 1 (0.27%) Internet
6 1 (0.27%) S/MIME
6 1 (0.27%) VPN
6 1 (0.27%) Wireless
Database & Business Intelligence
1 19 (5.05%) Big Data
2 15 (3.99%) BigQuery
2 15 (3.99%) Metadata
2 15 (3.99%) NoSQL
3 14 (3.72%) Elasticsearch
3 14 (3.72%) Hadoop
4 13 (3.46%) Power BI
4 13 (3.46%) Tableau
5 12 (3.19%) PostgreSQL
6 10 (2.66%) Data Lake
7 9 (2.39%) MongoDB
8 7 (1.86%) Relational Database
9 6 (1.60%) SQL Server
10 5 (1.33%) Data Mining
11 3 (0.80%) Apache Cassandra
11 3 (0.80%) Looker
11 3 (0.80%) MySQL
11 3 (0.80%) Redis
12 2 (0.53%) KDB
13 1 (0.27%) Spotfire
Development Applications
1 33 (8.78%) Rational DOORS
2 21 (5.59%) Git
3 16 (4.26%) JIRA
4 7 (1.86%) MLflow
5 2 (0.53%) JConsole
5 2 (0.53%) Jenkins
5 2 (0.53%) VisualVM
6 1 (0.27%) GitLab
6 1 (0.27%) TestRail
6 1 (0.27%) Visual Studio Code
General
1 109 (28.99%) Finance
2 91 (24.20%) Social Skills
3 57 (15.16%) Electronics
4 55 (14.63%) Analytical Skills
5 44 (11.70%) Front Office
6 34 (9.04%) Marketing
7 33 (8.78%) Games
8 31 (8.24%) Law
9 27 (7.18%) Banking
10 19 (5.05%) Presentation Skills
11 15 (3.99%) Financial Institution
12 12 (3.19%) Inclusion and Diversity
13 10 (2.66%) Legal
13 10 (2.66%) Public Sector
14 8 (2.13%) Aviation
15 7 (1.86%) Telecoms
16 6 (1.60%) Aeronautics
16 6 (1.60%) Aerospace
16 6 (1.60%) Manufacturing
17 5 (1.33%) Pharmaceutical
Job Titles
1 69 (18.35%) Senior
2 68 (18.09%) Developer
3 60 (15.96%) Software Engineer
4 42 (11.17%) Lead
5 36 (9.57%) Principal Engineer
6 32 (8.51%) Systems Engineer
7 30 (7.98%) Quantitative Developer
8 29 (7.71%) Principal Systems Engineer
9 27 (7.18%) Artificial Intelligence Engineer
10 24 (6.38%) Senior Developer
11 22 (5.85%) Senior Software Engineer
12 20 (5.32%) Python Developer
13 19 (5.05%) C++ Developer
13 19 (5.05%) C++ Software Engineer
14 18 (4.79%) C++ Quantitative Developer
14 18 (4.79%) Data Scientist
15 17 (4.52%) Linux Developer
15 17 (4.52%) Senior C++ Developer
15 17 (4.52%) Senior Python Developer
15 17 (4.52%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 35 (9.31%) Boost C++ Libraries
2 26 (6.91%) FIX Protocol
3 24 (6.38%) TensorFlow
4 22 (5.85%) Django
5 18 (4.79%) Kafka
5 18 (4.79%) PyTorch
6 13 (3.46%) .NET
6 13 (3.46%) Middleware
6 13 (3.46%) pytest
7 11 (2.93%) scikit-learn
8 10 (2.66%) FHIR
8 10 (2.66%) HTML
9 9 (2.39%) FastAPI
9 9 (2.39%) Flask
9 9 (2.39%) Pandas
9 9 (2.39%) REST
10 8 (2.13%) CSS
10 8 (2.13%) Java Concurrency
10 8 (2.13%) NumPy
10 8 (2.13%) React
Miscellaneous
1 56 (14.89%) Data Structures
2 49 (13.03%) Equities
3 40 (10.64%) Distributed Systems
4 24 (6.38%) Management Information System
5 23 (6.12%) Derivative
5 23 (6.12%) Hedge funds
6 22 (5.85%) Cloud Native
7 17 (4.52%) Greenfield Project
8 15 (3.99%) Fixed Income
9 14 (3.72%) Robotics
10 12 (3.19%) Life Science
10 12 (3.19%) Product Ownership
10 12 (3.19%) Social Media
11 11 (2.93%) Omics
11 11 (2.93%) Self-Motivation
12 10 (2.66%) Analytical Mindset
12 10 (2.66%) FPGA
13 8 (2.13%) 3D Graphics
13 8 (2.13%) Embedded Systems
14 7 (1.86%) Foreign Exchange (FX)
Operating Systems
1 46 (12.23%) Linux
2 4 (1.06%) Android
2 4 (1.06%) Apple iOS
2 4 (1.06%) Unix
3 2 (0.53%) Windows
4 1 (0.27%) Robot Operating System
4 1 (0.27%) Windows Server
Processes & Methodologies
1 130 (34.57%) Software Engineering
2 128 (34.04%) AI
3 124 (32.98%) Computer Science
4 110 (29.26%) Analytics
4 110 (29.26%) Machine Learning
5 82 (21.81%) Data Science
6 77 (20.48%) Mathematics
7 73 (19.41%) Problem-Solving
8 63 (16.76%) Agile
9 59 (15.69%) Low Latency
10 54 (14.36%) Statistics
10 54 (14.36%) Technical Leadership
11 48 (12.77%) Data Analytics
12 45 (11.97%) Decision-Making
12 45 (11.97%) SDLC
12 45 (11.97%) Signal Processing
13 44 (11.70%) DevOps
14 41 (10.90%) Data Analysis
15 37 (9.84%) Thought Leadership
16 36 (9.57%) Business Strategy
Programming Languages
1 204 (54.26%) Python
2 97 (25.80%) C++
3 54 (14.36%) SQL
4 49 (13.03%) Java
5 48 (12.77%) C
6 32 (8.51%) C#
7 19 (5.05%) R
8 16 (4.26%) JavaScript
9 15 (3.99%) MATLAB
10 8 (2.13%) Go
10 8 (2.13%) Scala
11 6 (1.60%) Assembly Language
11 6 (1.60%) Bash
12 5 (1.33%) Rust
13 4 (1.06%) Fortran
13 4 (1.06%) T-SQL
14 3 (0.80%) Google Apps Script
14 3 (0.80%) Objective-C
14 3 (0.80%) Swift
14 3 (0.80%) Tcl
Qualifications
1 155 (41.22%) Degree
2 80 (21.28%) Master's Degree
3 77 (20.48%) PhD
4 43 (11.44%) BPSS Clearance
5 33 (8.78%) Computer Science Degree
6 28 (7.45%) Security Cleared
7 23 (6.12%) SC Cleared
8 8 (2.13%) CISM
8 8 (2.13%) CISSP
9 7 (1.86%) CISA
9 7 (1.86%) CRISC
9 7 (1.86%) DV Cleared
10 5 (1.33%) MBA
11 4 (1.06%) DBS Check
11 4 (1.06%) Postgraduate
12 2 (0.53%) ISTQB
13 1 (0.27%) A+ Certification
13 1 (0.27%) CEH
13 1 (0.27%) GIAC
13 1 (0.27%) Microsoft Certification
Quality Assurance & Compliance
1 30 (7.98%) ISO/IEC 15288
2 26 (6.91%) Data Quality
3 14 (3.72%) Accessibility
4 13 (3.46%) QA
5 10 (2.66%) CDISC
5 10 (2.66%) GxP
5 10 (2.66%) HL7
6 7 (1.86%) Cyber Essentials
6 7 (1.86%) ISO/IEC 27001
7 6 (1.60%) Actionable Recommendations
7 6 (1.60%) ISO 26262
8 4 (1.06%) IEC 61508
9 2 (0.53%) AUTOSAR
9 2 (0.53%) EMIR
9 2 (0.53%) NIST
10 1 (0.27%) EU AI Act
10 1 (0.27%) GDPR
10 1 (0.27%) GMP
10 1 (0.27%) NIST 800
10 1 (0.27%) Sarbanes-Oxley
System Software
1 16 (4.26%) Docker
2 15 (3.99%) Firmware
3 7 (1.86%) Embedded Firmware
Systems Management
1 15 (3.99%) 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 (0.27%) Grafana
Vendors
1 34 (9.04%) Google
2 30 (7.98%) IBM
3 9 (2.39%) Databricks
3 9 (2.39%) Microsoft
3 9 (2.39%) Screaming Frog
4 8 (2.13%) YouTube
5 7 (1.86%) Oracle
6 6 (1.60%) Ahrefs
7 5 (1.33%) Adobe
7 5 (1.33%) Altera
7 5 (1.33%) BT
8 3 (0.80%) Facebook
8 3 (0.80%) Instagram
8 3 (0.80%) Remedy
8 3 (0.80%) Salesforce
8 3 (0.80%) TikTok
8 3 (0.80%) Xilinx
9 2 (0.53%) Hotjar
9 2 (0.53%) SAP
10 1 (0.27%) Huawei