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 9 June 2026, comparing them to the same period in the previous two years.

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 309 199 120
Rank change year-on-year -110 -79 +85
Permanent jobs citing Algorithms 558 778 2,298
As % of all permanent jobs in the UK 0.61% 1.76% 2.18%
As % of the Miscellaneous category 2.41% 4.09% 6.38%
Number of salaries quoted 361 291 759
10th Percentile £33,750 £38,750 £38,750
25th Percentile £37,449 £47,500 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £63,195
Median % change year-on-year - +2.86% -14.60%
75th Percentile £90,000 £96,250 £82,500
90th Percentile £105,000 £122,500 £100,000
UK excluding London median annual salary £58,750 £60,000 £60,000
% change year-on-year -2.08% - -2.76%

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 23,131 19,034 35,992
As % of all permanent jobs advertised in the UK 25.16% 43.02% 34.11%
Number of salaries quoted 14,609 8,931 23,338
10th Percentile £30,000 £30,000 £28,116
25th Percentile £41,250 £40,000 £38,500
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -15.38%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £110,000 £97,500
UK excluding London median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - -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 9 June 2026.

Salary histogram for Algorithms in the UK

Algorithms
Top 17 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 9 June 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 -88 509 £65,000 - 288
UK excluding London -123 317 £58,750 -2.08% 225
London -57 211 £95,000 -13.64% 104
Work from Home -95 127 £58,000 -3.33% 128
South East -48 111 £67,000 +8.06% 63
North of England -22 66 £37,500 -56.01% 39
East of England -13 50 £62,500 +15.74% 52
South West -79 42 £60,000 +20.00% 39
North West 0 31 £37,500 -56.88% 17
Midlands -19 31 £40,250 -32.92% 19
West Midlands -12 23 £37,500 -37.50% 9
Yorkshire -29 21 £37,500 -47.91% 13
North East -32 14 £44,750 -61.09% 9
Scotland -62 13 £39,500 -31.30% 14
East Midlands -31 7 £57,500 -4.17% 10
Wales -53 2 £39,500 -39.23% 2
Northern Ireland - 2 £39,500 - 2

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 56 (10.04%) Jupyter
2 20 (3.58%) ArcGIS
3 10 (1.79%) Apache Spark
4 9 (1.61%) CMS
5 8 (1.43%) Apache Airflow
6 6 (1.08%) SAS
7 5 (0.90%) IIS
8 2 (0.36%) Apache Pulsar
8 2 (0.36%) Confluence
9 1 (0.18%) Apache
9 1 (0.18%) Drupal
9 1 (0.18%) Kinematics
9 1 (0.18%) SharePoint
Applications
1 55 (9.86%) Chatbot
2 12 (2.15%) Simulink
3 3 (0.54%) Blender
3 3 (0.54%) CATIA
3 3 (0.54%) Maya
3 3 (0.54%) Microsoft Excel
4 2 (0.36%) Microsoft Office
4 2 (0.36%) OrCAD
5 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.15%) Towers Watson Igloo
2 2 (0.36%) Distributed Ledger
3 1 (0.18%) Salesforce CRM
Cloud Services
1 147 (26.34%) AWS
2 75 (13.44%) Azure
3 61 (10.93%) Cloud Computing
4 33 (5.91%) GCP
5 17 (3.05%) Google Analytics
6 15 (2.69%) GitHub
6 15 (2.69%) SaaS
7 9 (1.61%) Power Platform
8 8 (1.43%) Slack
9 7 (1.25%) Amazon EKS
9 7 (1.25%) Azure Machine Learning
10 5 (0.90%) Amazon ECS
10 5 (0.90%) Google Ads
10 5 (0.90%) Prefect
10 5 (0.90%) Snowflake
10 5 (0.90%) Virtual Private Cloud
11 3 (0.54%) Azure Data Factory
11 3 (0.54%) Vertex AI
12 2 (0.36%) Amazon SageMaker
12 2 (0.36%) Serverless
Communications & Networking
1 23 (4.12%) Broadband
2 17 (3.05%) Multicast
3 6 (1.08%) 5G
3 6 (1.08%) Ethernet
3 6 (1.08%) Software-Defined Radio
4 4 (0.72%) Internet
5 3 (0.54%) Wi-Fi
6 2 (0.36%) Firewall
6 2 (0.36%) Network Security
7 1 (0.18%) IPsec
7 1 (0.18%) MQTT
7 1 (0.18%) RS-422
7 1 (0.18%) TCP/IP
7 1 (0.18%) Wireless
7 1 (0.18%) X.509
Database & Business Intelligence
1 27 (4.84%) GIS
2 22 (3.94%) BigQuery
3 21 (3.76%) Elasticsearch
3 21 (3.76%) QGIS
3 21 (3.76%) Spatial Data
4 20 (3.58%) Metadata
5 19 (3.41%) Big Data
6 18 (3.23%) PostgreSQL
7 12 (2.15%) NoSQL
8 11 (1.97%) MongoDB
9 9 (1.61%) Hadoop
9 9 (1.61%) Tableau
10 7 (1.25%) Power BI
11 6 (1.08%) Data Mining
12 5 (0.90%) Amazon Athena
12 5 (0.90%) Amazon RDS
13 3 (0.54%) Relational Database
14 2 (0.36%) Data Lake
14 2 (0.36%) DynamoDB
15 1 (0.18%) Geospatial Data
Development Applications
1 75 (13.44%) Visual Studio Code
2 68 (12.19%) Git
3 24 (4.30%) Rational DOORS
4 19 (3.41%) JIRA
5 16 (2.87%) GitLab
6 3 (0.54%) PetaLinux
7 1 (0.18%) Bitbucket
7 1 (0.18%) CMake
7 1 (0.18%) Jenkins
7 1 (0.18%) MLflow
7 1 (0.18%) Valgrind
General
1 156 (27.96%) Finance
2 81 (14.52%) Analytical Skills
3 78 (13.98%) Social Skills
4 71 (12.72%) Retail
5 61 (10.93%) Manufacturing
6 40 (7.17%) Marketing
7 29 (5.20%) Electronics
8 26 (4.66%) Inclusion and Diversity
9 23 (4.12%) Front Office
10 20 (3.58%) Banking
11 16 (2.87%) Aerospace
11 16 (2.87%) Automotive
12 13 (2.33%) Advertising
12 13 (2.33%) Games
13 9 (1.61%) Financial Institution
14 7 (1.25%) Legal
15 6 (1.08%) Presentation Skills
16 5 (0.90%) Pharmaceutical
17 4 (0.72%) French Language
17 4 (0.72%) Telecoms
Job Titles
1 142 (25.45%) Software Engineer
2 129 (23.12%) Senior
3 101 (18.10%) Developer
4 54 (9.68%) Senior Software Engineer
5 53 (9.50%) Python Developer
6 52 (9.32%) Artificial Intelligence Programmer
6 52 (9.32%) Programmer
7 51 (9.14%) Trainee
7 51 (9.14%) Trainee Programmer
8 44 (7.89%) Senior Developer
9 40 (7.17%) C++ Software Engineer
10 29 (5.20%) Python Engineer
11 27 (4.84%) Lead
12 25 (4.48%) Data Scientist
12 25 (4.48%) Embedded Engineer
13 24 (4.30%) Consultant
13 24 (4.30%) FPGA Engineer
13 24 (4.30%) Python Software Engineer
13 24 (4.30%) Senior Python Developer
14 23 (4.12%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 81 (14.52%) Pandas
2 80 (14.34%) NumPy
3 61 (10.93%) scikit-learn
4 60 (10.75%) Streamlit
5 58 (10.39%) Matplotlib
6 55 (9.86%) Hugging Face
7 48 (8.60%) Boost C++ Libraries
8 47 (8.42%) PyTorch
9 25 (4.48%) Django
9 25 (4.48%) TensorFlow
10 19 (3.41%) FIX Protocol
11 17 (3.05%) HTML
11 17 (3.05%) pytest
12 15 (2.69%) .NET
13 14 (2.51%) React
14 13 (2.33%) CSS
15 11 (1.97%) REST
16 10 (1.79%) RESTful
17 9 (1.61%) Flask
18 8 (1.43%) OpenCV
Miscellaneous
1 90 (16.13%) Data Structures
2 51 (9.14%) Distributed Systems
3 39 (6.99%) Equities
4 31 (5.56%) FPGA
5 28 (5.02%) Embedded Systems
6 27 (4.84%) Management Information System
7 25 (4.48%) Hedge funds
8 24 (4.30%) Product Ownership
9 22 (3.94%) Greenfield Project
10 21 (3.76%) PCIe
10 21 (3.76%) VHDL
11 18 (3.23%) Derivative
12 17 (3.05%) Fixed Income
13 16 (2.87%) Video\Live Streaming
14 12 (2.15%) NVMe
14 12 (2.15%) Robotics
15 10 (1.79%) Onboarding
15 10 (1.79%) Public Cloud
16 9 (1.61%) Over-the-Top Content
17 7 (1.25%) Verilog
Operating Systems
1 65 (11.65%) Linux
2 8 (1.43%) Windows
3 7 (1.25%) Robot Operating System
4 5 (0.90%) Embedded Linux
4 5 (0.90%) Windows Server 2008
4 5 (0.90%) Windows Server 2012
4 5 (0.90%) Windows Server 2016
4 5 (0.90%) Windows Server 2019
5 4 (0.72%) Windows Server
6 3 (0.54%) Android
6 3 (0.54%) Apple iOS
7 2 (0.36%) Unix
8 1 (0.18%) FreeRTOS
Processes & Methodologies
1 227 (40.68%) Software Engineering
2 185 (33.15%) Machine Learning
3 177 (31.72%) AI
4 153 (27.42%) Computer Science
5 115 (20.61%) Data Science
6 107 (19.18%) Analytics
7 102 (18.28%) OOP
8 98 (17.56%) Visualisation
9 93 (16.67%) Agile
9 93 (16.67%) OO
10 79 (14.16%) Workflow
11 76 (13.62%) Problem-Solving
12 69 (12.37%) LLM
13 60 (10.75%) Decision-Making
14 59 (10.57%) Continuous Improvement
14 59 (10.57%) Signal Processing
15 57 (10.22%) CI/CD
16 56 (10.04%) Retrieval-Augmented Generation
17 55 (9.86%) Conversational UI
17 55 (9.86%) Customer Service
Programming Languages
1 357 (63.98%) Python
2 151 (27.06%) C++
3 50 (8.96%) C
3 50 (8.96%) SQL
4 43 (7.71%) C#
5 23 (4.12%) MATLAB
6 21 (3.76%) Java
6 21 (3.76%) Rust
7 17 (3.05%) Go
7 17 (3.05%) TypeScript
8 15 (2.69%) JavaScript
9 14 (2.51%) Assembly Language
10 13 (2.33%) R
11 10 (1.79%) Embedded C
11 10 (1.79%) Embedded C++
12 5 (0.90%) Scala
13 4 (0.72%) Julia
14 3 (0.54%) VBA
15 2 (0.36%) Bash
16 1 (0.18%) SystemVerilog
Qualifications
1 124 (22.22%) Degree
2 63 (11.29%) AWS Certification
3 54 (9.68%) AWS Certified Cloud Practitioner
4 47 (8.42%) Security Cleared
5 43 (7.71%) Computer Science Degree
6 39 (6.99%) Master's Degree
7 22 (3.94%) SC Cleared
8 21 (3.76%) PhD
9 19 (3.41%) DV Cleared
10 16 (2.87%) BPSS Clearance
11 5 (0.90%) MBA
12 4 (0.72%) Numerate Degree
13 3 (0.54%) DBS Check
14 2 (0.36%) Postgraduate
15 1 (0.18%) HND
15 1 (0.18%) ITIL Certification
Quality Assurance & Compliance
1 45 (8.06%) QA
2 24 (4.30%) Accessibility
3 16 (2.87%) ISO/IEC 15288
4 15 (2.69%) Data Quality
5 6 (1.08%) Actionable Recommendations
5 6 (1.08%) GDPR
6 4 (0.72%) ISO/IEC 12207
7 2 (0.36%) Automotive SPICE
7 2 (0.36%) ISO 26262
7 2 (0.36%) MISRA
7 2 (0.36%) MISRA C
8 1 (0.18%) AUTOSAR
8 1 (0.18%) EMIR
8 1 (0.18%) MiFID
System Software
1 34 (6.09%) Docker
1 34 (6.09%) Firmware
2 12 (2.15%) Embedded Firmware
3 5 (0.90%) Active Directory
3 5 (0.90%) Hyper-V
3 5 (0.90%) VMware ESXi
3 5 (0.90%) VMware Infrastructure
4 1 (0.18%) IAG
Systems Management
1 19 (3.41%) Kubernetes
2 10 (1.79%) Terraform
3 8 (1.43%) Kubeflow
4 5 (0.90%) SCCM
4 5 (0.90%) SCOM
4 5 (0.90%) Tivoli Identity Manager
Vendors
1 62 (11.11%) Microsoft
2 52 (9.32%) Google
3 17 (3.05%) IBM
4 16 (2.87%) Altera
5 14 (2.51%) Databricks
6 13 (2.33%) Xilinx
7 9 (1.61%) Screaming Frog
8 6 (1.08%) Botify
9 5 (0.90%) BT
9 5 (0.90%) Dell
9 5 (0.90%) HP
9 5 (0.90%) McAfee
9 5 (0.90%) VMware
10 4 (0.72%) TikTok
11 3 (0.54%) Ahrefs
11 3 (0.54%) Rockwell
12 2 (0.36%) OpenAI
12 2 (0.36%) YouTube
13 1 (0.18%) Instagram
13 1 (0.18%) Thales