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

6 months to
29 Jan 2026
Same period 2025 Same period 2024
Rank 320 197 161
Rank change year-on-year -123 -36 +36
Permanent jobs citing Algorithms 383 811 1,263
As % of all permanent jobs in the UK 0.61% 1.55% 1.86%
As % of the Miscellaneous category 1.82% 4.14% 5.13%
Number of salaries quoted 186 405 582
10th Percentile £40,808 £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 £80,000 £87,000
90th Percentile £137,500 £104,000 £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 21,081 19,595 24,624
As % of all permanent jobs advertised in the UK 33.32% 37.37% 36.22%
Number of salaries quoted 10,584 9,097 18,054
10th Percentile £28,000 £34,000 £30,000
25th Percentile £37,500 £46,250 £40,800
Median annual salary (50th Percentile) £55,000 £61,000 £57,500
Median % change year-on-year -9.84% +6.09% -11.54%
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 £50,000
% change year-on-year -13.64% +10.00% -9.09%

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 29 January 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 16 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 29 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 -109 354 £75,900 +16.77% 454
London +8 196 £102,500 +14.53% 130
UK excluding London -175 166 £57,500 -8.00% 399
Work from Home -62 113 £75,900 +26.50% 168
South East -105 49 £67,500 +8.00% 142
East of England -40 36 £55,000 -27.63% 54
South West -46 27 £62,500 -3.85% 57
Midlands -20 20 £75,000 +25.00% 40
North of England -22 18 £45,000 -14.29% 66
North West +5 13 £55,000 -2.67% 34
West Midlands +12 10 £55,000 -8.33% 13
Wales +4 8 £57,500 -1.71% 20
East Midlands -23 8 £75,000 +25.00% 26
Scotland -25 8 £75,900 +68.67% 24
Yorkshire -28 4 £55,450 +23.22% 21
North East -4 1 £37,500 -37.50% 11

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 16 (4.18%) Apache Spark
2 13 (3.39%) Kinematics
3 9 (2.35%) Apache Airflow
4 5 (1.31%) IIS
5 3 (0.78%) Microsoft Exchange
6 2 (0.52%) CMS
6 2 (0.52%) Jupyter
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 7 (1.83%) Microsoft Office
1 7 (1.83%) Simulink
2 3 (0.78%) Adobe Creative Suite
2 3 (0.78%) Adobe Premiere
2 3 (0.78%) Final Cut Pro
2 3 (0.78%) Microsoft Excel
3 2 (0.52%) Chatbot
4 1 (0.26%) Microsoft PowerPoint
4 1 (0.26%) Spreadsheet
Business Applications
1 4 (1.04%) Distributed Ledger
1 4 (1.04%) Shopify
2 3 (0.78%) Towers Watson Igloo
3 2 (0.52%) Dynamics CRM
4 1 (0.26%) Bloomberg AIM
4 1 (0.26%) Fidessa
4 1 (0.26%) Salesforce CRM
Cloud Services
1 52 (13.58%) AWS
2 49 (12.79%) Azure
3 42 (10.97%) GCP
4 15 (3.92%) GitHub
5 13 (3.39%) Power Platform
6 12 (3.13%) Azure Machine Learning
7 9 (2.35%) Google Analytics
7 9 (2.35%) Snowflake
8 6 (1.57%) Cloud Computing
9 5 (1.31%) Google Tag Manager
9 5 (1.31%) Google Workspace
10 4 (1.04%) Azure DevOps
10 4 (1.04%) dbt
11 3 (0.78%) Amazon EKS
11 3 (0.78%) Canva
11 3 (0.78%) Firebase
11 3 (0.78%) Slack
12 2 (0.52%) Google Docs
12 2 (0.52%) Google Sheets
12 2 (0.52%) Microsoft Purview
Communications & Networking
1 13 (3.39%) Multicast
2 6 (1.57%) Broadband
2 6 (1.57%) Software-Defined Radio
3 5 (1.31%) TCP/IP
4 4 (1.04%) Network Security
5 3 (0.78%) Ethernet
6 1 (0.26%) Internet
6 1 (0.26%) S/MIME
6 1 (0.26%) VPN
6 1 (0.26%) Wireless
Database & Business Intelligence
1 21 (5.48%) Big Data
2 16 (4.18%) Metadata
3 15 (3.92%) BigQuery
3 15 (3.92%) NoSQL
4 14 (3.66%) Elasticsearch
4 14 (3.66%) Hadoop
5 13 (3.39%) Power BI
5 13 (3.39%) Tableau
6 12 (3.13%) PostgreSQL
7 10 (2.61%) Data Lake
8 9 (2.35%) MongoDB
9 7 (1.83%) Relational Database
10 6 (1.57%) SQL Server
11 5 (1.31%) Data Mining
12 3 (0.78%) Apache Cassandra
12 3 (0.78%) Looker
12 3 (0.78%) MySQL
12 3 (0.78%) Redis
13 2 (0.52%) KDB
14 1 (0.26%) Spotfire
Development Applications
1 33 (8.62%) Rational DOORS
2 22 (5.74%) Git
3 16 (4.18%) JIRA
4 7 (1.83%) MLflow
5 4 (1.04%) Visual Studio Code
6 2 (0.52%) GitLab
6 2 (0.52%) JConsole
6 2 (0.52%) Jenkins
6 2 (0.52%) VisualVM
7 1 (0.26%) TestRail
General
1 113 (29.50%) Finance
2 94 (24.54%) Social Skills
3 59 (15.40%) Analytical Skills
4 57 (14.88%) Electronics
5 44 (11.49%) Front Office
6 35 (9.14%) Marketing
7 33 (8.62%) Games
8 30 (7.83%) Law
9 29 (7.57%) Banking
10 19 (4.96%) Presentation Skills
11 14 (3.66%) Financial Institution
12 12 (3.13%) Inclusion and Diversity
13 10 (2.61%) Legal
13 10 (2.61%) Public Sector
14 9 (2.35%) Manufacturing
15 8 (2.09%) Aviation
16 7 (1.83%) Telecoms
17 6 (1.57%) Aeronautics
17 6 (1.57%) Aerospace
17 6 (1.57%) Retail
Job Titles
1 72 (18.80%) Senior
2 68 (17.75%) Developer
3 61 (15.93%) Software Engineer
4 43 (11.23%) Lead
5 36 (9.40%) Principal Engineer
6 32 (8.36%) Systems Engineer
7 31 (8.09%) Quantitative Developer
8 29 (7.57%) Principal Systems Engineer
9 27 (7.05%) Artificial Intelligence Engineer
10 25 (6.53%) Senior Developer
11 23 (6.01%) Senior Software Engineer
12 21 (5.48%) Python Developer
13 20 (5.22%) C++ Developer
14 19 (4.96%) C++ Quantitative Developer
14 19 (4.96%) C++ Software Engineer
15 18 (4.70%) Data Scientist
15 18 (4.70%) Linux Developer
15 18 (4.70%) Senior C++ Developer
15 18 (4.70%) Senior Python Developer
15 18 (4.70%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 36 (9.40%) Boost C++ Libraries
2 26 (6.79%) FIX Protocol
2 26 (6.79%) TensorFlow
3 22 (5.74%) Django
4 20 (5.22%) PyTorch
5 17 (4.44%) Kafka
6 13 (3.39%) .NET
6 13 (3.39%) Middleware
6 13 (3.39%) pytest
6 13 (3.39%) scikit-learn
7 11 (2.87%) Pandas
8 10 (2.61%) FHIR
8 10 (2.61%) HTML
8 10 (2.61%) NumPy
9 9 (2.35%) FastAPI
9 9 (2.35%) Flask
9 9 (2.35%) REST
10 8 (2.09%) CSS
10 8 (2.09%) Java Concurrency
10 8 (2.09%) React
Miscellaneous
1 56 (14.62%) Data Structures
2 49 (12.79%) Equities
3 39 (10.18%) Distributed Systems
4 25 (6.53%) Management Information System
5 24 (6.27%) Hedge funds
6 23 (6.01%) Derivative
7 22 (5.74%) Cloud Native
8 17 (4.44%) Greenfield Project
9 16 (4.18%) Robotics
10 15 (3.92%) Fixed Income
11 12 (3.13%) Life Science
11 12 (3.13%) Product Ownership
11 12 (3.13%) Social Media
12 11 (2.87%) Omics
12 11 (2.87%) Self-Motivation
13 10 (2.61%) Analytical Mindset
13 10 (2.61%) Embedded Systems
13 10 (2.61%) FPGA
14 8 (2.09%) 3D Graphics
15 7 (1.83%) Foreign Exchange (FX)
Operating Systems
1 48 (12.53%) Linux
2 4 (1.04%) Android
2 4 (1.04%) Apple iOS
2 4 (1.04%) Unix
3 3 (0.78%) Robot Operating System
4 2 (0.52%) Windows
5 1 (0.26%) FreeRTOS
5 1 (0.26%) Windows Server
Processes & Methodologies
1 134 (34.99%) AI
2 131 (34.20%) Software Engineering
3 125 (32.64%) Computer Science
4 117 (30.55%) Machine Learning
5 112 (29.24%) Analytics
6 85 (22.19%) Data Science
7 76 (19.84%) Mathematics
8 74 (19.32%) Problem-Solving
9 65 (16.97%) Agile
10 60 (15.67%) Low Latency
11 54 (14.10%) Technical Leadership
12 53 (13.84%) Statistics
13 47 (12.27%) Data Analytics
14 46 (12.01%) Decision-Making
15 45 (11.75%) DevOps
15 45 (11.75%) SDLC
15 45 (11.75%) Signal Processing
16 41 (10.70%) Data Analysis
17 38 (9.92%) OO
17 38 (9.92%) OOP
Programming Languages
1 210 (54.83%) Python
2 100 (26.11%) C++
3 56 (14.62%) SQL
4 48 (12.53%) C
4 48 (12.53%) Java
5 33 (8.62%) C#
6 19 (4.96%) R
7 16 (4.18%) JavaScript
8 15 (3.92%) MATLAB
9 8 (2.09%) Go
9 8 (2.09%) Scala
10 6 (1.57%) Assembly Language
10 6 (1.57%) Bash
10 6 (1.57%) Rust
11 4 (1.04%) Fortran
11 4 (1.04%) T-SQL
12 3 (0.78%) Google Apps Script
12 3 (0.78%) Objective-C
12 3 (0.78%) Swift
12 3 (0.78%) Tcl
Qualifications
1 156 (40.73%) Degree
2 81 (21.15%) Master's Degree
3 77 (20.10%) PhD
4 43 (11.23%) BPSS Clearance
5 33 (8.62%) Computer Science Degree
6 29 (7.57%) Security Cleared
7 24 (6.27%) 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 (1.04%) DBS Check
11 4 (1.04%) Postgraduate
12 2 (0.52%) AWS Certification
12 2 (0.52%) AWS Certified Cloud Practitioner
12 2 (0.52%) ISTQB
13 1 (0.26%) CEH
13 1 (0.26%) GIAC
Quality Assurance & Compliance
1 30 (7.83%) ISO/IEC 15288
2 28 (7.31%) Data Quality
3 14 (3.66%) Accessibility
4 13 (3.39%) QA
5 10 (2.61%) CDISC
5 10 (2.61%) GxP
5 10 (2.61%) 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 (1.04%) 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%) NIST 800
10 1 (0.26%) PCI DSS
10 1 (0.26%) Sarbanes-Oxley
System Software
1 17 (4.44%) Docker
2 16 (4.18%) Firmware
3 7 (1.83%) Embedded Firmware
Systems Management
1 15 (3.92%) Kubernetes
2 5 (1.31%) Kubeflow
3 4 (1.04%) Terraform
4 2 (0.52%) Ansible
4 2 (0.52%) Functional Safety
4 2 (0.52%) logstash
4 2 (0.52%) Progress Chef
4 2 (0.52%) Prometheus
4 2 (0.52%) Puppet
5 1 (0.26%) Grafana
Vendors
1 35 (9.14%) Google
2 30 (7.83%) IBM
3 11 (2.87%) Microsoft
4 10 (2.61%) Databricks
5 9 (2.35%) Screaming Frog
6 8 (2.09%) YouTube
7 7 (1.83%) Oracle
8 6 (1.57%) Ahrefs
9 5 (1.31%) Adobe
9 5 (1.31%) Altera
9 5 (1.31%) BT
10 3 (0.78%) Facebook
10 3 (0.78%) Instagram
10 3 (0.78%) Remedy
10 3 (0.78%) Salesforce
10 3 (0.78%) TikTok
10 3 (0.78%) Xilinx
11 2 (0.52%) Hotjar
11 2 (0.52%) SAP
12 1 (0.26%) Huawei