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

6 months to
26 Dec 2025
Same period 2024 Same period 2023
Rank 309 187 235
Rank change year-on-year -122 +48 -36
Permanent jobs citing Algorithms 406 866 720
As % of all permanent jobs in the UK 0.68% 1.55% 1.40%
As % of the Miscellaneous category 1.94% 4.20% 3.75%
Number of salaries quoted 211 451 353
10th Percentile £40,015 £45,000 £44,000
25th Percentile £47,500 £55,163 £52,500
Median annual salary (50th Percentile) £75,900 £70,000 £72,500
Median % change year-on-year +8.43% -3.45% -
75th Percentile £112,500 £85,000 £105,000
90th Percentile £137,500 £105,000 £140,000
UK excluding London median annual salary £55,000 £65,000 £60,000
% change year-on-year -15.38% +8.33% -

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 20,883 20,595 19,220
As % of all permanent jobs advertised in the UK 34.83% 36.84% 37.44%
Number of salaries quoted 10,515 9,939 14,092
10th Percentile £27,750 £33,125 £32,500
25th Percentile £36,250 £45,000 £44,388
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -7.69%
75th Percentile £77,500 £82,500 £83,750
90th Percentile £100,000 £110,000 £107,500
UK excluding London median annual salary £46,500 £54,000 £55,000
% change year-on-year -13.89% -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 26 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 26 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 -107 379 £75,900 +8.43% 983
London +1 214 £102,500 +26.15% 203
UK excluding London -160 170 £55,000 -15.38% 858
Work from Home -60 112 £75,900 +26.50% 327
South East -100 53 £63,150 -2.85% 247
East of England -42 40 £55,000 -27.63% 133
Midlands -2 22 £73,000 +21.67% 129
South West -47 22 £40,792 -37.24% 124
North of England -5 18 £35,000 -33.33% 171
West Midlands +16 12 £57,500 +2.68% 57
North West +10 10 £38,250 -32.31% 80
Wales +6 8 £57,500 +4.55% 21
East Midlands -18 8 £75,000 +25.00% 64
Yorkshire -21 8 £35,000 -22.22% 74
Scotland -19 7 £75,900 +68.67% 45

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 (3.94%) Kinematics
2 13 (3.20%) Apache Spark
3 7 (1.72%) Apache Airflow
4 5 (1.23%) IIS
5 3 (0.74%) CMS
5 3 (0.74%) Microsoft Exchange
5 3 (0.74%) WordPress
6 2 (0.49%) Luigi
7 1 (0.25%) Apache
7 1 (0.25%) Drupal
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%) Mathcad
6 1 (0.25%) Microsoft PowerPoint
Business Applications
1 4 (0.99%) Distributed Ledger
1 4 (0.99%) Shopify
2 2 (0.49%) Dynamics CRM
3 1 (0.25%) Bloomberg AIM
3 1 (0.25%) Fidessa
3 1 (0.25%) Salesforce CRM
Cloud Services
1 48 (11.82%) AWS
2 45 (11.08%) Azure
3 38 (9.36%) GCP
4 19 (4.68%) Power Platform
5 14 (3.45%) GitHub
6 12 (2.96%) Google Analytics
7 11 (2.71%) Azure Machine Learning
8 10 (2.46%) Snowflake
9 5 (1.23%) Google Tag Manager
9 5 (1.23%) Google Workspace
10 4 (0.99%) Azure Data Factory
10 4 (0.99%) Azure DevOps
10 4 (0.99%) dbt
10 4 (0.99%) Microsoft Purview
11 3 (0.74%) Amazon EKS
11 3 (0.74%) Canva
11 3 (0.74%) Firebase
11 3 (0.74%) Google Docs
11 3 (0.74%) Google Sheets
12 2 (0.49%) Salesforce Commerce Cloud
Communications & Networking
1 13 (3.20%) Multicast
2 5 (1.23%) Software-Defined Radio
3 4 (0.99%) Network Security
3 4 (0.99%) TCP/IP
4 3 (0.74%) Broadband
5 1 (0.25%) Bluetooth
5 1 (0.25%) Internet
5 1 (0.25%) S/MIME
5 1 (0.25%) VPN
5 1 (0.25%) Wireless
Database & Business Intelligence
1 21 (5.17%) NoSQL
2 19 (4.68%) Power BI
3 18 (4.43%) Big Data
3 18 (4.43%) Metadata
4 15 (3.69%) PostgreSQL
5 14 (3.45%) Tableau
6 13 (3.20%) Hadoop
7 11 (2.71%) Data Lake
7 11 (2.71%) MongoDB
8 9 (2.22%) BigQuery
9 8 (1.97%) Elasticsearch
10 7 (1.72%) Data Mining
10 7 (1.72%) Relational Database
11 6 (1.48%) SQL Server
12 5 (1.23%) KDB
13 3 (0.74%) Apache Cassandra
13 3 (0.74%) Looker
13 3 (0.74%) MySQL
13 3 (0.74%) Redis
14 2 (0.49%) ClickHouse
Development Applications
1 37 (9.11%) Rational DOORS
2 22 (5.42%) Git
3 19 (4.68%) JIRA
4 8 (1.97%) MLflow
5 3 (0.74%) Jenkins
6 2 (0.49%) JConsole
6 2 (0.49%) TestRail
6 2 (0.49%) VisualVM
General
1 125 (30.79%) Finance
2 99 (24.38%) Social Skills
3 65 (16.01%) Electronics
4 56 (13.79%) Analytical Skills
5 49 (12.07%) Front Office
6 40 (9.85%) Games
7 39 (9.61%) Marketing
8 38 (9.36%) Law
9 31 (7.64%) Banking
10 23 (5.67%) Presentation Skills
11 17 (4.19%) Financial Institution
12 12 (2.96%) Inclusion and Diversity
13 10 (2.46%) Legal
13 10 (2.46%) Public Sector
14 8 (1.97%) Aviation
14 8 (1.97%) Manufacturing
15 7 (1.72%) Telecoms
16 6 (1.48%) Investment Banking
17 5 (1.23%) Pharmaceutical
17 5 (1.23%) Retail
Job Titles
1 75 (18.47%) Developer
1 75 (18.47%) Senior
2 52 (12.81%) Software Engineer
3 51 (12.56%) Lead
4 39 (9.61%) Systems Engineer
5 37 (9.11%) Principal Engineer
6 35 (8.62%) Quantitative Developer
7 31 (7.64%) Artificial Intelligence Engineer
7 31 (7.64%) Principal Systems Engineer
8 25 (6.16%) Senior Developer
9 22 (5.42%) Data Scientist
10 21 (5.17%) Python Developer
11 20 (4.93%) C++ Developer
12 19 (4.68%) C++ Quantitative Developer
12 19 (4.68%) Senior Software Engineer
13 18 (4.43%) C++ Software Engineer
13 18 (4.43%) Linux Developer
13 18 (4.43%) Senior C++ Developer
13 18 (4.43%) Senior Python Developer
13 18 (4.43%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 34 (8.37%) Boost C++ Libraries
2 26 (6.40%) TensorFlow
3 25 (6.16%) FIX Protocol
4 21 (5.17%) Kafka
5 20 (4.93%) PyTorch
6 19 (4.68%) Django
7 17 (4.19%) Middleware
8 15 (3.69%) scikit-learn
9 13 (3.20%) pytest
10 12 (2.96%) Flask
11 11 (2.71%) FastAPI
11 11 (2.71%) React
11 11 (2.71%) REST
12 10 (2.46%) .NET
12 10 (2.46%) FHIR
13 9 (2.22%) Java Concurrency
14 8 (1.97%) HTML
14 8 (1.97%) Pandas
15 6 (1.48%) CSS
15 6 (1.48%) NumPy
Miscellaneous
1 56 (13.79%) Data Structures
1 56 (13.79%) Equities
2 42 (10.34%) Distributed Systems
3 26 (6.40%) Derivative
4 25 (6.16%) Management Information System
5 24 (5.91%) Hedge funds
6 21 (5.17%) Cloud Native
7 18 (4.43%) Robotics
8 15 (3.69%) Fixed Income
9 13 (3.20%) Greenfield Project
9 13 (3.20%) Product Ownership
9 13 (3.20%) Social Media
10 12 (2.96%) Life Science
11 11 (2.71%) Omics
11 11 (2.71%) Self-Motivation
12 10 (2.46%) 3D Graphics
12 10 (2.46%) Foreign Exchange (FX)
13 9 (2.22%) Analytical Mindset
14 6 (1.48%) Embedded Systems
15 4 (0.99%) Credit Risk
Operating Systems
1 45 (11.08%) Linux
2 4 (0.99%) Unix
3 2 (0.49%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
4 1 (0.25%) Windows Server
Processes & Methodologies
1 142 (34.98%) AI
2 131 (32.27%) Software Engineering
3 124 (30.54%) Analytics
4 122 (30.05%) Machine Learning
5 121 (29.80%) Computer Science
6 88 (21.67%) Data Science
7 87 (21.43%) Problem-Solving
8 85 (20.94%) Mathematics
9 73 (17.98%) Agile
10 70 (17.24%) Statistics
11 68 (16.75%) Low Latency
12 61 (15.02%) Technical Leadership
13 53 (13.05%) Data Analytics
14 51 (12.56%) Data Analysis
14 51 (12.56%) Signal Processing
15 46 (11.33%) Decision-Making
15 46 (11.33%) SDLC
16 44 (10.84%) Business Strategy
16 44 (10.84%) DevOps
16 44 (10.84%) Thought Leadership
Programming Languages
1 213 (52.46%) Python
2 92 (22.66%) C++
3 62 (15.27%) SQL
4 60 (14.78%) Java
5 45 (11.08%) C
6 33 (8.13%) C#
7 22 (5.42%) R
8 15 (3.69%) JavaScript
9 14 (3.45%) MATLAB
10 8 (1.97%) Go
10 8 (1.97%) Scala
11 7 (1.72%) Bash
12 5 (1.23%) Rust
13 4 (0.99%) Fortran
13 4 (0.99%) T-SQL
14 3 (0.74%) Assembly Language
14 3 (0.74%) Google Apps Script
14 3 (0.74%) Objective-C
14 3 (0.74%) Tcl
14 3 (0.74%) TypeScript
Qualifications
1 163 (40.15%) Degree
2 92 (22.66%) Master's Degree
3 85 (20.94%) PhD
4 51 (12.56%) BPSS Clearance
5 30 (7.39%) Computer Science Degree
6 26 (6.40%) Security Cleared
7 22 (5.42%) SC Cleared
8 8 (1.97%) CISM
8 8 (1.97%) CISSP
9 7 (1.72%) CISA
9 7 (1.72%) CRISC
10 6 (1.48%) DV Cleared
11 5 (1.23%) MBA
12 4 (0.99%) ISTQB
12 4 (0.99%) Postgraduate
13 1 (0.25%) A+ Certification
13 1 (0.25%) CEH
13 1 (0.25%) DBS Check
13 1 (0.25%) GIAC
13 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 38 (9.36%) ISO/IEC 15288
2 25 (6.16%) Data Quality
3 14 (3.45%) Accessibility
3 14 (3.45%) QA
4 10 (2.46%) CDISC
4 10 (2.46%) GxP
4 10 (2.46%) HL7
5 8 (1.97%) Actionable Recommendations
6 7 (1.72%) Cyber Essentials
6 7 (1.72%) ISO/IEC 27001
7 6 (1.48%) ISO 26262
8 4 (0.99%) IEC 61508
9 2 (0.49%) AUTOSAR
9 2 (0.49%) EMIR
9 2 (0.49%) NIST
10 1 (0.25%) EU AI Act
10 1 (0.25%) GDPR
10 1 (0.25%) HIPAA
10 1 (0.25%) NIST 800
10 1 (0.25%) PCI DSS
System Software
1 22 (5.42%) Docker
2 9 (2.22%) Firmware
3 4 (0.99%) Embedded Firmware
Systems Management
1 20 (4.93%) Kubernetes
2 5 (1.23%) Terraform
3 3 (0.74%) 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 37 (9.11%) IBM
2 36 (8.87%) Google
3 11 (2.71%) Microsoft
4 10 (2.46%) Screaming Frog
5 9 (2.22%) Databricks
6 8 (1.97%) Ahrefs
6 8 (1.97%) YouTube
7 7 (1.72%) Oracle
8 5 (1.23%) Adobe
8 5 (1.23%) BT
8 5 (1.23%) Salesforce
9 3 (0.74%) Alteryx
9 3 (0.74%) Facebook
9 3 (0.74%) Instagram
9 3 (0.74%) OpenAI
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