Edge AI
UK

The table below provides summary statistics for permanent job vacancies requiring Edge AI skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Edge AI over the 6 months leading up to 23 August 2025, comparing them to the same period in the previous two years.

6 months to
23 Aug 2025
Same period 2024 Same period 2023
Rank 719 840 -
Rank change year-on-year +121 - -
DemandTrendPermanent jobs citing Edge AI 11 1 0
As % of all permanent jobs advertised in the UK 0.018% 0.001% -
As % of the Processes & Methodologies category 0.020% 0.001% -
Number of salaries quoted 9 0 0
10th Percentile - - -
25th Percentile £47,500 - -
Median annual salary (50th Percentile) £60,000 - -
75th Percentile £97,500 - -
90th Percentile - - -
UK excluding London median annual salary - - -

All Process and Methodology Skills
UK

Edge AI falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

DemandTrendPermanent vacancies with a requirement for process or methodology skills 54,591 70,877 68,454
As % of all permanent jobs advertised in the UK 88.87% 81.50% 95.13%
Number of salaries quoted 28,870 42,703 45,956
10th Percentile £26,929 £31,250 £33,500
25th Percentile £36,250 £41,250 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -
75th Percentile £75,000 £75,000 £80,000
90th Percentile £95,000 £95,000 £100,000
UK excluding London median annual salary £50,000 £50,055 £55,000
% change year-on-year -0.11% -8.99% +4.76%

Edge AI
Job Vacancy Trend

Job postings citing Edge AI as a proportion of all IT jobs advertised.

Job vacancy trend for Edge AI in the UK

Edge AI
Salary Trend

Salary distribution trend for jobs in the UK citing Edge AI.

Salary distribution trend for jobs in the UK citing Edge AI

Edge AI
Salary Histogram

Salary distribution for jobs citing Edge AI over the 6 months to 23 August 2025.

Salary histogram for Edge AI in the UK

Edge AI
Top 3 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Edge AI within the UK over the 6 months to 23 August 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
DemandTrendPermanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +87 9 £60,000 - 8
London - 9 £60,000 - 3
Work from Home - 6 £50,000 - 2

Edge AI
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (45.45%) Apache Airflow
1 5 (45.45%) Apache Spark
Cloud Services
1 5 (45.45%) AWS
1 5 (45.45%) Azure
1 5 (45.45%) GCP
1 5 (45.45%) Prefect
2 4 (36.36%) Google Ads
3 3 (27.27%) Amazon SageMaker
3 3 (27.27%) Azure Machine Learning
Database & Business Intelligence
1 3 (27.27%) Data Lake
1 3 (27.27%) NoSQL
Development Applications
1 5 (45.45%) MLflow
2 3 (27.27%) Git
General
1 7 (63.64%) Social Skills
2 4 (36.36%) Analytical Skills
2 4 (36.36%) Marketing
3 3 (27.27%) Finance
4 2 (18.18%) Electronics
Job Titles
1 4 (36.36%) Campaign Specialist
2 3 (27.27%) Head of AI
3 2 (18.18%) Applications Engineer
3 2 (18.18%) Artificial Intelligence Engineer
3 2 (18.18%) Field Applications Engineer
3 2 (18.18%) Field Engineer
3 2 (18.18%) Python Engineer
Libraries, Frameworks & Software Standards
1 7 (63.64%) PyTorch
1 7 (63.64%) TensorFlow
2 5 (45.45%) Google JAX
2 5 (45.45%) Hugging Face
2 5 (45.45%) JAX
2 5 (45.45%) Kafka
2 5 (45.45%) scikit-learn
3 4 (36.36%) HTML
4 3 (27.27%) ONNX
Miscellaneous
1 5 (45.45%) Algorithms
1 5 (45.45%) Distributed Systems
2 4 (36.36%) Marketing Technology
3 3 (27.27%) Data Structures
3 3 (27.27%) Robotics
4 2 (18.18%) Embedded Systems
Processes & Methodologies
1 11 (100.00%) Artificial Intelligence
2 7 (63.64%) Machine Learning
2 7 (63.64%) Prototyping
3 5 (45.45%) Computer Vision
3 5 (45.45%) Containerisation
3 5 (45.45%) Data Engineering
3 5 (45.45%) Deep Learning
3 5 (45.45%) DevOps
3 5 (45.45%) High Availability
3 5 (45.45%) LLM
3 5 (45.45%) Low Latency
3 5 (45.45%) MLOps
3 5 (45.45%) Natural Language Processing
3 5 (45.45%) Open Source
3 5 (45.45%) Rapid Prototyping
3 5 (45.45%) Software Engineering
4 4 (36.36%) Digital Marketing
4 4 (36.36%) Email Marketing
4 4 (36.36%) Pay per click
4 4 (36.36%) SEO
Programming Languages
1 7 (63.64%) Python
2 5 (45.45%) SQL
3 2 (18.18%) Bash
3 2 (18.18%) C
Qualifications
1 7 (63.64%) Degree
2 3 (27.27%) Master's Degree
2 3 (27.27%) PhD
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
System Software
1 5 (45.45%) Docker
Systems Management
1 5 (45.45%) Kubeflow
1 5 (45.45%) Kubernetes
Vendors
1 4 (36.36%) Google
1 4 (36.36%) Pardot
1 4 (36.36%) Salesforce
2 2 (18.18%) Altera
2 2 (18.18%) NVIDIA
2 2 (18.18%) YouTube