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

6 months to
24 Jan 2026
Same period 2025 Same period 2024
Rank 328 201 172
Rank change year-on-year -127 -29 +33
Permanent jobs citing Algorithms 379 817 1,153
As % of all permanent jobs in the UK 0.61% 1.54% 1.76%
As % of the Miscellaneous category 1.81% 4.14% 4.86%
Number of salaries quoted 185 403 529
10th Percentile £40,985 £45,000 £41,250
25th Percentile £47,500 £55,000 £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 £105,000 £125,000
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 20,960 19,747 23,743
As % of all permanent jobs advertised in the UK 33.52% 37.18% 36.25%
Number of salaries quoted 10,533 9,198 17,409
10th Percentile £28,000 £33,750 £31,000
25th Percentile £36,750 £46,250 £41,250
Median annual salary (50th Percentile) £55,000 £60,000 £59,300
Median % change year-on-year -8.33% +1.18% -8.77%
75th Percentile £77,500 £83,750 £80,000
90th Percentile £100,000 £111,250 £100,000
UK excluding London median annual salary £47,500 £55,000 £51,128
% change year-on-year -13.64% +7.57% -7.04%

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 24 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 24 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 -111 350 £75,900 +14.14% 832
London +21 199 £102,500 +14.53% 146
UK excluding London -189 159 £57,500 -8.00% 810
Work from Home -55 111 £75,900 +26.50% 289
South East -96 47 £63,750 +2.00% 242
East of England -39 35 £55,000 -27.63% 140
South West -52 24 £51,646 -20.54% 124
Midlands -13 19 £75,000 +25.00% 103
North of England -19 18 £45,000 -14.29% 130
North West +3 13 £55,000 -2.67% 51
West Midlands +17 9 £55,000 -8.33% 25
Wales +2 8 £57,500 -1.71% 38
East Midlands -14 8 £75,000 +25.00% 75
Scotland -30 8 £75,900 +68.67% 39
Yorkshire -31 5 £35,000 -22.22% 57

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 (3.69%) Apache Spark
2 12 (3.17%) Kinematics
3 7 (1.85%) Apache Airflow
4 5 (1.32%) IIS
5 3 (0.79%) Microsoft Exchange
6 2 (0.53%) CMS
6 2 (0.53%) Luigi
6 2 (0.53%) WordPress
7 1 (0.26%) Apache
7 1 (0.26%) Drupal
7 1 (0.26%) nginx
Applications
1 7 (1.85%) Microsoft Office
1 7 (1.85%) Simulink
2 3 (0.79%) Adobe Creative Suite
2 3 (0.79%) Adobe Premiere
2 3 (0.79%) Final Cut Pro
2 3 (0.79%) Microsoft Excel
3 1 (0.26%) Microsoft PowerPoint
3 1 (0.26%) Spreadsheet
Business Applications
1 4 (1.06%) Distributed Ledger
1 4 (1.06%) Shopify
2 3 (0.79%) Towers Watson Igloo
3 2 (0.53%) Dynamics CRM
4 1 (0.26%) Bloomberg AIM
4 1 (0.26%) Fidessa
4 1 (0.26%) Salesforce CRM
Cloud Services
1 48 (12.66%) AWS
1 48 (12.66%) Azure
2 40 (10.55%) GCP
3 15 (3.96%) GitHub
4 13 (3.43%) Power Platform
5 12 (3.17%) Azure Machine Learning
6 9 (2.37%) Snowflake
7 8 (2.11%) Google Analytics
8 5 (1.32%) Google Tag Manager
8 5 (1.32%) Google Workspace
9 4 (1.06%) Azure DevOps
9 4 (1.06%) Cloud Computing
9 4 (1.06%) dbt
10 3 (0.79%) Amazon EKS
10 3 (0.79%) Azure Data Factory
10 3 (0.79%) Canva
10 3 (0.79%) Firebase
10 3 (0.79%) Microsoft Purview
11 2 (0.53%) Google Docs
11 2 (0.53%) Slack
Communications & Networking
1 13 (3.43%) Multicast
2 6 (1.58%) Software-Defined Radio
3 5 (1.32%) Broadband
3 5 (1.32%) TCP/IP
4 4 (1.06%) Network Security
5 2 (0.53%) Ethernet
6 1 (0.26%) Bluetooth
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 19 (5.01%) Big Data
2 16 (4.22%) Metadata
3 15 (3.96%) BigQuery
3 15 (3.96%) NoSQL
4 14 (3.69%) Elasticsearch
4 14 (3.69%) Hadoop
5 13 (3.43%) Power BI
5 13 (3.43%) Tableau
6 12 (3.17%) PostgreSQL
7 10 (2.64%) Data Lake
8 9 (2.37%) MongoDB
9 7 (1.85%) Relational Database
10 6 (1.58%) SQL Server
11 5 (1.32%) Data Mining
12 3 (0.79%) Apache Cassandra
12 3 (0.79%) KDB
12 3 (0.79%) Looker
12 3 (0.79%) MySQL
12 3 (0.79%) Redis
13 1 (0.26%) Tick Data
Development Applications
1 33 (8.71%) Rational DOORS
2 21 (5.54%) Git
3 17 (4.49%) JIRA
4 7 (1.85%) MLflow
5 2 (0.53%) JConsole
5 2 (0.53%) Jenkins
5 2 (0.53%) VisualVM
6 1 (0.26%) GitLab
6 1 (0.26%) TestRail
6 1 (0.26%) Visual Studio Code
General
1 112 (29.55%) Finance
2 92 (24.27%) Social Skills
3 57 (15.04%) Electronics
4 56 (14.78%) Analytical Skills
5 45 (11.87%) Front Office
6 34 (8.97%) Marketing
7 33 (8.71%) Games
8 31 (8.18%) Law
9 28 (7.39%) Banking
10 20 (5.28%) Presentation Skills
11 15 (3.96%) Financial Institution
12 12 (3.17%) Inclusion and Diversity
13 10 (2.64%) Legal
13 10 (2.64%) Public Sector
14 8 (2.11%) Aviation
15 7 (1.85%) Telecoms
16 6 (1.58%) Aeronautics
16 6 (1.58%) Aerospace
16 6 (1.58%) Manufacturing
17 5 (1.32%) Investment Banking
Job Titles
1 69 (18.21%) Senior
2 68 (17.94%) Developer
3 60 (15.83%) Software Engineer
4 43 (11.35%) Lead
5 36 (9.50%) Principal Engineer
6 32 (8.44%) Systems Engineer
7 30 (7.92%) Quantitative Developer
8 29 (7.65%) Principal Systems Engineer
9 27 (7.12%) Artificial Intelligence Engineer
10 24 (6.33%) Senior Developer
11 22 (5.80%) Senior Software Engineer
12 20 (5.28%) Python Developer
13 19 (5.01%) C++ Developer
13 19 (5.01%) C++ Software Engineer
14 18 (4.75%) C++ Quantitative Developer
14 18 (4.75%) Data Scientist
15 17 (4.49%) Linux Developer
15 17 (4.49%) Senior C++ Developer
15 17 (4.49%) Senior Python Developer
15 17 (4.49%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 35 (9.23%) Boost C++ Libraries
2 26 (6.86%) FIX Protocol
3 24 (6.33%) TensorFlow
4 22 (5.80%) Django
5 18 (4.75%) Kafka
5 18 (4.75%) PyTorch
6 13 (3.43%) .NET
6 13 (3.43%) Middleware
6 13 (3.43%) pytest
7 11 (2.90%) scikit-learn
8 10 (2.64%) FHIR
8 10 (2.64%) HTML
9 9 (2.37%) FastAPI
9 9 (2.37%) Flask
9 9 (2.37%) Pandas
9 9 (2.37%) REST
10 8 (2.11%) CSS
10 8 (2.11%) Java Concurrency
10 8 (2.11%) NumPy
10 8 (2.11%) React
Miscellaneous
1 56 (14.78%) Data Structures
2 49 (12.93%) Equities
3 40 (10.55%) Distributed Systems
4 24 (6.33%) Management Information System
5 23 (6.07%) Derivative
5 23 (6.07%) Hedge funds
6 22 (5.80%) Cloud Native
7 17 (4.49%) Greenfield Project
8 15 (3.96%) Fixed Income
9 14 (3.69%) Robotics
10 12 (3.17%) Life Science
10 12 (3.17%) Product Ownership
10 12 (3.17%) Social Media
11 11 (2.90%) Omics
11 11 (2.90%) Self-Motivation
12 10 (2.64%) Analytical Mindset
12 10 (2.64%) FPGA
13 8 (2.11%) 3D Graphics
13 8 (2.11%) Embedded Systems
13 8 (2.11%) Foreign Exchange (FX)
Operating Systems
1 46 (12.14%) Linux
2 4 (1.06%) Android
2 4 (1.06%) Apple iOS
2 4 (1.06%) Unix
3 2 (0.53%) Windows
4 1 (0.26%) Robot Operating System
4 1 (0.26%) Windows Server
Processes & Methodologies
1 130 (34.30%) Software Engineering
2 128 (33.77%) AI
3 125 (32.98%) Computer Science
4 111 (29.29%) Analytics
4 111 (29.29%) Machine Learning
5 83 (21.90%) Data Science
6 77 (20.32%) Mathematics
7 74 (19.53%) Problem-Solving
8 63 (16.62%) Agile
9 60 (15.83%) Low Latency
10 55 (14.51%) Statistics
11 54 (14.25%) Technical Leadership
12 48 (12.66%) Data Analytics
13 46 (12.14%) Decision-Making
13 46 (12.14%) Signal Processing
14 45 (11.87%) SDLC
15 44 (11.61%) DevOps
16 41 (10.82%) Data Analysis
17 37 (9.76%) Thought Leadership
18 36 (9.50%) CI/CD
Programming Languages
1 205 (54.09%) Python
2 98 (25.86%) C++
3 55 (14.51%) SQL
4 50 (13.19%) Java
5 48 (12.66%) C
6 32 (8.44%) C#
7 20 (5.28%) R
8 16 (4.22%) JavaScript
9 15 (3.96%) MATLAB
10 8 (2.11%) Go
10 8 (2.11%) Scala
11 6 (1.58%) Assembly Language
11 6 (1.58%) Bash
12 5 (1.32%) Rust
13 4 (1.06%) Fortran
13 4 (1.06%) T-SQL
14 3 (0.79%) Google Apps Script
14 3 (0.79%) Objective-C
14 3 (0.79%) Swift
14 3 (0.79%) Tcl
Qualifications
1 156 (41.16%) Degree
2 80 (21.11%) Master's Degree
3 77 (20.32%) PhD
4 43 (11.35%) BPSS Clearance
5 34 (8.97%) Computer Science Degree
6 29 (7.65%) Security Cleared
7 24 (6.33%) SC Cleared
8 8 (2.11%) CISM
8 8 (2.11%) CISSP
9 7 (1.85%) CISA
9 7 (1.85%) CRISC
9 7 (1.85%) DV Cleared
10 5 (1.32%) MBA
11 4 (1.06%) DBS Check
11 4 (1.06%) Postgraduate
12 3 (0.79%) ISTQB
13 1 (0.26%) A+ Certification
13 1 (0.26%) CEH
13 1 (0.26%) GIAC
13 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 30 (7.92%) ISO/IEC 15288
2 27 (7.12%) Data Quality
3 14 (3.69%) Accessibility
4 13 (3.43%) QA
5 10 (2.64%) CDISC
5 10 (2.64%) GxP
5 10 (2.64%) HL7
6 7 (1.85%) Cyber Essentials
6 7 (1.85%) ISO/IEC 27001
7 6 (1.58%) Actionable Recommendations
7 6 (1.58%) 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 (0.26%) 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 16 (4.22%) Docker
2 15 (3.96%) Firmware
3 7 (1.85%) Embedded Firmware
Systems Management
1 15 (3.96%) 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 (0.26%) Grafana
Vendors
1 34 (8.97%) Google
2 30 (7.92%) IBM
3 9 (2.37%) Databricks
3 9 (2.37%) Microsoft
3 9 (2.37%) Screaming Frog
4 8 (2.11%) YouTube
5 7 (1.85%) Oracle
6 6 (1.58%) Ahrefs
7 5 (1.32%) Adobe
7 5 (1.32%) Altera
7 5 (1.32%) BT
8 4 (1.06%) Salesforce
9 3 (0.79%) Facebook
9 3 (0.79%) Instagram
9 3 (0.79%) Remedy
9 3 (0.79%) TikTok
9 3 (0.79%) Xilinx
10 2 (0.53%) Hotjar
10 2 (0.53%) SAP
11 1 (0.26%) Huawei