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 28 March 2026, comparing them to the same period in the previous two years.

6 months to
28 Mar 2026
Same period 2025 Same period 2024
Rank 320 153 128
Rank change year-on-year -167 -25 +41
Permanent jobs citing Algorithms 446 825 2,019
As % of all permanent jobs in the UK 0.57% 2.02% 2.28%
As % of the Miscellaneous category 1.90% 5.19% 6.26%
Number of salaries quoted 248 420 699
10th Percentile - £44,875 £41,250
25th Percentile £33,750 £52,500 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -13.33%
75th Percentile £100,000 £85,313 £85,000
90th Percentile £113,750 £112,750 £112,500
UK excluding London median annual salary £42,750 £62,000 £60,000
% change year-on-year -31.05% +3.33% -

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 23,534 15,886 32,242
As % of all permanent jobs advertised in the UK 30.14% 38.92% 36.38%
Number of salaries quoted 12,004 8,884 22,189
10th Percentile £29,000 £32,500 £28,250
25th Percentile £38,500 £44,905 £38,500
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -15.38%
75th Percentile £79,500 £82,500 £75,000
90th Percentile £100,000 £113,200 £97,500
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +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 28 March 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 28 March 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 -165 394 £67,000 +3.08% 407
UK excluding London -206 211 £42,750 -31.05% 335
London -25 197 £100,000 -2.44% 126
Work from Home -148 100 £73,450 +22.42% 115
South East -130 57 £63,500 +1.60% 101
North of England -69 46 £37,500 -47.91% 56
South West -103 32 £40,792 -37.24% 56
Midlands -42 31 £52,500 -12.50% 48
North West -31 27 £37,500 -57.70% 28
East of England -98 26 £42,500 -44.08% 48
West Midlands -10 19 £37,500 -37.50% 21
Yorkshire -66 13 £37,500 -28.57% 15
Scotland -41 11 £37,500 -16.67% 18
East Midlands -58 11 £75,000 +25.00% 27
Wales -29 8 £57,500 -4.17% 8
North East -23 6 £37,500 -50.82% 14

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 54 (12.11%) Jupyter
2 20 (4.48%) ArcGIS
3 11 (2.47%) Apache Spark
4 10 (2.24%) CMS
5 8 (1.79%) Apache Airflow
6 5 (1.12%) IIS
6 5 (1.12%) Kinematics
7 2 (0.45%) Confluence
8 1 (0.22%) Apache
8 1 (0.22%) Drupal
8 1 (0.22%) SharePoint
8 1 (0.22%) WordPress
Applications
1 54 (12.11%) Chatbot
2 5 (1.12%) Microsoft Office
3 4 (0.90%) Simulink
4 3 (0.67%) Adobe Creative Suite
4 3 (0.67%) Adobe Premiere
4 3 (0.67%) Final Cut Pro
4 3 (0.67%) Microsoft Excel
5 2 (0.45%) CATIA
5 2 (0.45%) Microsoft PowerPoint
5 2 (0.45%) OrCAD
Business Applications
1 8 (1.79%) Towers Watson Igloo
2 4 (0.90%) Distributed Ledger
3 1 (0.22%) Bloomberg AIM
3 1 (0.22%) Fidessa
3 1 (0.22%) Salesforce CRM
Cloud Services
1 135 (30.27%) AWS
2 68 (15.25%) Azure
3 58 (13.00%) Cloud Computing
4 38 (8.52%) GCP
5 18 (4.04%) GitHub
6 15 (3.36%) Power Platform
7 14 (3.14%) Google Analytics
8 10 (2.24%) Azure Machine Learning
9 6 (1.35%) Snowflake
10 5 (1.12%) Amazon EKS
10 5 (1.12%) Slack
11 4 (0.90%) Google Tag Manager
11 4 (0.90%) Prefect
11 4 (0.90%) SaaS
12 3 (0.67%) Canva
12 3 (0.67%) Firebase
13 2 (0.45%) Amazon SageMaker
13 2 (0.45%) Google App Engine
13 2 (0.45%) Serverless
14 1 (0.22%) Amazon S3
Communications & Networking
1 15 (3.36%) Broadband
1 15 (3.36%) Multicast
2 7 (1.57%) Software-Defined Radio
3 6 (1.35%) Ethernet
4 5 (1.12%) TCP/IP
5 4 (0.90%) Network Security
6 2 (0.45%) Internet
7 1 (0.22%) IPsec
7 1 (0.22%) S/MIME
7 1 (0.22%) VPN
7 1 (0.22%) X.509
Database & Business Intelligence
1 25 (5.61%) BigQuery
2 22 (4.93%) Elasticsearch
2 22 (4.93%) GIS
3 21 (4.71%) QGIS
3 21 (4.71%) Spatial Data
4 17 (3.81%) Metadata
5 15 (3.36%) Big Data
6 14 (3.14%) PostgreSQL
7 13 (2.91%) Power BI
8 12 (2.69%) MongoDB
8 12 (2.69%) NoSQL
8 12 (2.69%) Tableau
9 11 (2.47%) Hadoop
10 6 (1.35%) Data Mining
11 5 (1.12%) Relational Database
11 5 (1.12%) SQL Server
12 4 (0.90%) Amazon Athena
13 3 (0.67%) Data Lake
14 1 (0.22%) Geospatial Data
14 1 (0.22%) Looker
Development Applications
1 57 (12.78%) Visual Studio Code
2 36 (8.07%) Git
3 25 (5.61%) Rational DOORS
4 18 (4.04%) JIRA
5 3 (0.67%) GitLab
5 3 (0.67%) MLflow
6 2 (0.45%) Jenkins
7 1 (0.22%) Bitbucket
7 1 (0.22%) TestRail
General
1 150 (33.63%) Finance
2 76 (17.04%) Analytical Skills
2 76 (17.04%) Social Skills
3 70 (15.70%) Retail
4 60 (13.45%) Manufacturing
5 43 (9.64%) Marketing
6 34 (7.62%) Front Office
7 33 (7.40%) Electronics
8 27 (6.05%) Games
9 21 (4.71%) Banking
10 13 (2.91%) Automotive
11 12 (2.69%) Legal
12 11 (2.47%) Inclusion and Diversity
12 11 (2.47%) Law
13 10 (2.24%) Financial Institution
13 10 (2.24%) Public Sector
14 9 (2.02%) Presentation Skills
15 7 (1.57%) Aerospace
16 5 (1.12%) Documentation Skills
16 5 (1.12%) Pharmaceutical
Job Titles
1 82 (18.39%) Senior
2 79 (17.71%) Software Engineer
3 74 (16.59%) Developer
4 52 (11.66%) Artificial Intelligence Programmer
4 52 (11.66%) Programmer
5 51 (11.43%) Trainee
5 51 (11.43%) Trainee Programmer
6 35 (7.85%) Python Developer
6 35 (7.85%) Senior Developer
7 34 (7.62%) C++ Software Engineer
8 27 (6.05%) Lead
9 26 (5.83%) Senior Software Engineer
10 24 (5.38%) Principal Engineer
11 23 (5.16%) Quantitative Developer
12 22 (4.93%) Consultant
12 22 (4.93%) Systems Engineer
13 21 (4.71%) Senior Python Developer
14 20 (4.48%) Machine Learning Consultant
14 20 (4.48%) Python Engineer
14 20 (4.48%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 73 (16.37%) Pandas
2 72 (16.14%) NumPy
3 63 (14.13%) scikit-learn
4 58 (13.00%) Matplotlib
5 56 (12.56%) Streamlit
6 55 (12.33%) Hugging Face
7 48 (10.76%) PyTorch
8 41 (9.19%) Boost C++ Libraries
9 31 (6.95%) TensorFlow
10 29 (6.50%) Django
11 25 (5.61%) FIX Protocol
12 15 (3.36%) .NET
12 15 (3.36%) pytest
13 14 (3.14%) REST
14 13 (2.91%) React
15 12 (2.69%) RESTful
16 9 (2.02%) HTML
17 8 (1.79%) Kafka
18 7 (1.57%) Flask
18 7 (1.57%) OpenCV
Miscellaneous
1 77 (17.26%) Data Structures
2 48 (10.76%) Distributed Systems
3 42 (9.42%) Equities
4 26 (5.83%) Management Information System
5 25 (5.61%) Greenfield Project
6 21 (4.71%) Derivative
6 21 (4.71%) FPGA
6 21 (4.71%) Hedge funds
7 17 (3.81%) Cloud Native
8 16 (3.59%) Fixed Income
8 16 (3.59%) Product Ownership
9 13 (2.91%) Social Media
10 12 (2.69%) PCIe
10 12 (2.69%) Video\Live Streaming
11 11 (2.47%) VHDL
12 10 (2.24%) Analytical Mindset
12 10 (2.24%) Embedded Systems
13 9 (2.02%) Self-Motivation
14 8 (1.79%) 3D Graphics
14 8 (1.79%) NVMe
Operating Systems
1 48 (10.76%) Linux
2 4 (0.90%) Android
2 4 (0.90%) Apple iOS
3 3 (0.67%) Robot Operating System
4 2 (0.45%) Unix
4 2 (0.45%) Windows
5 1 (0.22%) FreeRTOS
5 1 (0.22%) Windows Server
5 1 (0.22%) Windows Server 2008
5 1 (0.22%) Windows Server 2012
5 1 (0.22%) Windows Server 2016
5 1 (0.22%) Windows Server 2019
Processes & Methodologies
1 180 (40.36%) Machine Learning
2 177 (39.69%) AI
3 152 (34.08%) Software Engineering
4 123 (27.58%) Computer Science
5 106 (23.77%) Analytics
6 97 (21.75%) Data Science
7 94 (21.08%) OOP
8 91 (20.40%) OO
9 89 (19.96%) Visualisation
10 79 (17.71%) Workflow
11 74 (16.59%) LLM
12 62 (13.90%) Agile
13 61 (13.68%) Technical Leadership
14 60 (13.45%) Neural Network
15 59 (13.23%) Data Privacy
16 58 (13.00%) Problem-Solving
17 57 (12.78%) Customer Service
17 57 (12.78%) Mathematics
17 57 (12.78%) Retrieval-Augmented Generation
18 55 (12.33%) Data Analysis
Programming Languages
1 286 (64.13%) Python
2 108 (24.22%) C++
3 54 (12.11%) SQL
4 39 (8.74%) C
5 33 (7.40%) C#
6 24 (5.38%) Java
7 18 (4.04%) R
8 13 (2.91%) Go
8 13 (2.91%) Rust
9 10 (2.24%) Assembly Language
9 10 (2.24%) JavaScript
10 9 (2.02%) MATLAB
11 7 (1.57%) TypeScript
12 5 (1.12%) Scala
13 4 (0.90%) T-SQL
14 3 (0.67%) Bash
14 3 (0.67%) VBA
14 3 (0.67%) VC++
15 2 (0.45%) Embedded C
15 2 (0.45%) Embedded C++
Qualifications
1 117 (26.23%) Degree
2 58 (13.00%) AWS Certification
3 54 (12.11%) AWS Certified Cloud Practitioner
4 43 (9.64%) Master's Degree
5 40 (8.97%) Computer Science Degree
6 39 (8.74%) PhD
7 17 (3.81%) BPSS Clearance
8 14 (3.14%) Security Cleared
9 8 (1.79%) SC Cleared
10 7 (1.57%) DV Cleared
11 5 (1.12%) MBA
12 4 (0.90%) CISM
12 4 (0.90%) CISSP
12 4 (0.90%) Postgraduate
13 3 (0.67%) CISA
13 3 (0.67%) CRISC
13 3 (0.67%) DBS Check
14 1 (0.22%) CEH
14 1 (0.22%) GIAC
14 1 (0.22%) Microsoft Certified Professional
Quality Assurance & Compliance
1 42 (9.42%) QA
2 26 (5.83%) Accessibility
3 24 (5.38%) Data Quality
4 17 (3.81%) ISO/IEC 15288
5 5 (1.12%) Actionable Recommendations
6 4 (0.90%) IEC 61508
6 4 (0.90%) ISO 26262
7 3 (0.67%) CDISC
7 3 (0.67%) Cyber Essentials
7 3 (0.67%) EMIR
7 3 (0.67%) GxP
7 3 (0.67%) HL7
7 3 (0.67%) ISO/IEC 27001
8 2 (0.45%) GDPR
8 2 (0.45%) NIST
9 1 (0.22%) AUTOSAR
9 1 (0.22%) EU AI Act
9 1 (0.22%) HIPAA
9 1 (0.22%) NIST 800
9 1 (0.22%) PCI DSS
System Software
1 22 (4.93%) Firmware
2 15 (3.36%) Docker
3 12 (2.69%) Embedded Firmware
4 1 (0.22%) Active Directory
4 1 (0.22%) Hyper-V
4 1 (0.22%) IAG
4 1 (0.22%) VMware ESXi
4 1 (0.22%) VMware Infrastructure
Systems Management
1 12 (2.69%) Kubernetes
2 5 (1.12%) Kubeflow
2 5 (1.12%) Terraform
3 1 (0.22%) Grafana
3 1 (0.22%) SCCM
3 1 (0.22%) SCOM
3 1 (0.22%) Tivoli Identity Manager
Vendors
1 61 (13.68%) Microsoft
2 49 (10.99%) Google
3 18 (4.04%) IBM
4 12 (2.69%) Altera
4 12 (2.69%) Databricks
5 11 (2.47%) Screaming Frog
6 9 (2.02%) Xilinx
7 8 (1.79%) YouTube
8 6 (1.35%) Ahrefs
8 6 (1.35%) Botify
8 6 (1.35%) Oracle
9 5 (1.12%) BT
10 4 (0.90%) Remedy
11 3 (0.67%) Adobe
11 3 (0.67%) Facebook
11 3 (0.67%) Instagram
11 3 (0.67%) TikTok
12 2 (0.45%) Hotjar
12 2 (0.45%) SAP
12 2 (0.45%) Thales