Deep Learning Job Trends

Deep Learning
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Deep Learning skills. It covers permanent job vacancies from the 6 months leading up to 15 November 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 618 678 653
Rank change year-on-year +60 -25 +149
Permanent jobs citing Deep Learning 53 72 89
As % of all permanent jobs in the UK 0.10% 0.11% 0.17%
As % of the Processes & Methodologies category 0.12% 0.13% 0.18%
Number of salaries quoted 35 35 58
10th Percentile £44,750 £37,500 £42,120
25th Percentile £60,625 £55,000 £52,500
Median annual salary (50th Percentile) £71,000 £72,500 £76,250
Median % change year-on-year -2.07% -4.92% +1.67%
75th Percentile £102,500 £91,202 £95,529
90th Percentile £115,000 £98,750 £103,000
UK excluding London median annual salary £65,000 £40,000 £70,000
% change year-on-year +62.50% -42.86% +21.74%

All Process and Methodology Skills
UK

Deep Learning 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.

Permanent vacancies with a requirement for process or methodology skills 45,647 56,467 49,706
As % of all permanent jobs advertised in the UK 86.17% 83.08% 93.81%
Number of salaries quoted 27,329 29,505 38,075
10th Percentile £28,250 £34,000 £32,500
25th Percentile £35,625 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -
75th Percentile £75,000 £79,250 £80,000
90th Percentile £95,000 £97,500 £98,750
UK excluding London median annual salary £47,500 £54,714 £52,500
% change year-on-year -13.18% +4.22% -

Deep Learning
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Deep Learning relative to all permanent IT jobs advertised.

Deep Learning job vacancy trend in the UK

Deep Learning
Salary Trend

Salary distribution trend for jobs in the UK citing Deep Learning.

Salary distribution trend for jobs in the UK citing Deep Learning

Deep Learning
Salary Histogram

Salary distribution for jobs citing Deep Learning over the 6 months to 15 November 2025.

Salary histogram for Deep Learning in the UK

Deep Learning
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the UK over the 6 months to 15 November 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 +95 50 £71,000 -4.05% 176
London +66 33 £95,000 +8.57% 130
UK excluding London +69 18 £65,000 +62.50% 49
Work from Home +64 16 £73,000 -12.84% 80
South East +27 4 £65,000 -10.34% 18
East of England +24 4 £102,500 +28.13% 14
South West - 4 £90,000 - 5
North West +45 3 £52,500 -12.50% 4
North of England +45 3 £52,500 -12.50% 4
Midlands +51 2 £69,250 +73.13% 2
West Midlands +40 2 £69,250 +73.13%
Scotland +1 1 - - 2

Deep Learning
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 10 (18.87%) Apache Spark
2 6 (11.32%) Apache Airflow
3 1 (1.89%) Confluence
3 1 (1.89%) SharePoint
Cloud Services
1 24 (45.28%) Azure
2 22 (41.51%) AWS
3 15 (28.30%) GCP
4 8 (15.09%) Amazon SageMaker
5 6 (11.32%) Serverless
6 5 (9.43%) Amazon Bedrock
6 5 (9.43%) Azure Machine Learning
6 5 (9.43%) Prefect
7 4 (7.55%) Amazon EC2
7 4 (7.55%) Amazon ECS
7 4 (7.55%) Amazon EKS
7 4 (7.55%) Amazon EMR
7 4 (7.55%) Amazon Kinesis
7 4 (7.55%) Amazon SQS
7 4 (7.55%) AWS Lambda
8 2 (3.77%) Azure Functions
8 2 (3.77%) GitHub
9 1 (1.89%) Azure DevOps
9 1 (1.89%) Datadog
9 1 (1.89%) Microsoft 365
Communications & Networking
1 2 (3.77%) Broadband
Database & Business Intelligence
1 9 (16.98%) Big Data
2 6 (11.32%) NoSQL
2 6 (11.32%) PostgreSQL
3 4 (7.55%) Amazon Aurora
3 4 (7.55%) Amazon RDS
3 4 (7.55%) DynamoDB
3 4 (7.55%) Electronic Patient Records
3 4 (7.55%) MySQL
4 3 (5.66%) Data Lake
5 2 (3.77%) MongoDB
5 2 (3.77%) SQL Server
6 1 (1.89%) Apache Hive
6 1 (1.89%) Data Mining
6 1 (1.89%) Hadoop
6 1 (1.89%) Neo4j
6 1 (1.89%) Power BI
6 1 (1.89%) Relational Database
6 1 (1.89%) TigerGraph
Development Applications
1 12 (22.64%) Git
1 12 (22.64%) MLflow
2 4 (7.55%) GitLab
3 1 (1.89%) Jenkins
3 1 (1.89%) JIRA
General
1 28 (52.83%) Social Skills
2 14 (26.42%) Analytical Skills
3 13 (24.53%) Finance
4 7 (13.21%) Marketing
5 6 (11.32%) Law
5 6 (11.32%) Public Sector
6 5 (9.43%) Inclusion and Diversity
7 3 (5.66%) Aerospace
8 2 (3.77%) Advertising
8 2 (3.77%) Banking
8 2 (3.77%) Legal
8 2 (3.77%) Manufacturing
8 2 (3.77%) Presentation Skills
9 1 (1.89%) Electronics
9 1 (1.89%) Games
9 1 (1.89%) Influencing Skills
9 1 (1.89%) Investment Banking
9 1 (1.89%) Publishing
9 1 (1.89%) Retail
9 1 (1.89%) Telecoms
Job Titles
1 13 (24.53%) Senior
2 12 (22.64%) Artificial Intelligence Engineer
3 9 (16.98%) Data Scientist
4 6 (11.32%) Head of AI
5 4 (7.55%) Associate Engineer
5 4 (7.55%) Machine Learning Engineer
5 4 (7.55%) Senior Data Scientist
5 4 (7.55%) Senior Software Engineer
5 4 (7.55%) Software Engineer
6 3 (5.66%) Developer
6 3 (5.66%) Python Engineer
7 2 (3.77%) Analyst
7 2 (3.77%) Artificial Intelligence Developer
7 2 (3.77%) Head of Data Science
7 2 (3.77%) Head of Engineering
7 2 (3.77%) Head of Strategy
7 2 (3.77%) Qualitative Analyst
7 2 (3.77%) Quantitative Analyst
7 2 (3.77%) Senior Analyst
7 2 (3.77%) Senior Quantitative Analyst
Libraries, Frameworks & Software Standards
1 29 (54.72%) PyTorch
2 27 (50.94%) TensorFlow
3 19 (35.85%) scikit-learn
4 9 (16.98%) Hugging Face
5 7 (13.21%) Kafka
5 7 (13.21%) LangChain
6 6 (11.32%) FastAPI
7 5 (9.43%) Google JAX
7 5 (9.43%) JAX
7 5 (9.43%) LangGraph
8 4 (7.55%) JSON Web Signature
8 4 (7.55%) JWT
8 4 (7.55%) OAuth
8 4 (7.55%) OpenID
8 4 (7.55%) Pandas
9 3 (5.66%) NumPy
9 3 (5.66%) ONNX
10 2 (3.77%) Keras
10 2 (3.77%) Streamlit
10 2 (3.77%) XGBoost
Miscellaneous
1 15 (28.30%) Algorithms
2 6 (11.32%) AI Agents
3 5 (9.43%) Distributed Systems
4 4 (7.55%) Cloud Native
4 4 (7.55%) Public Cloud
5 3 (5.66%) Data Structures
5 3 (5.66%) Robotics
6 2 (3.77%) Greenfield Project
6 2 (3.77%) Product Ownership
6 2 (3.77%) Sports Betting
6 2 (3.77%) Team-Oriented Environment
7 1 (1.89%) Analytical Mindset
7 1 (1.89%) Blog
7 1 (1.89%) Distributed Computing
7 1 (1.89%) Genomics
7 1 (1.89%) NHS
7 1 (1.89%) Onboarding
7 1 (1.89%) Self-Motivation
7 1 (1.89%) Stable Diffusion
Processes & Methodologies
1 47 (88.68%) Machine Learning
2 45 (84.91%) AI
3 34 (64.15%) Data Science
4 27 (50.94%) LLM
5 23 (43.40%) Natural Language Processing
6 21 (39.62%) Software Engineering
7 19 (35.85%) Computer Vision
8 18 (33.96%) Containerisation
8 18 (33.96%) MLOps
9 15 (28.30%) Computer Science
9 15 (28.30%) Generative AI
9 15 (28.30%) Problem-Solving
10 13 (24.53%) Mathematics
11 12 (22.64%) Agile
11 12 (22.64%) Neural Network
12 11 (20.75%) Analytics
12 11 (20.75%) Mentoring
12 11 (20.75%) Reinforcement Learning
12 11 (20.75%) Statistics
13 10 (18.87%) Validation
Programming Languages
1 41 (77.36%) Python
2 12 (22.64%) SQL
3 11 (20.75%) Java
4 6 (11.32%) R
5 5 (9.43%) C++
6 4 (7.55%) Rust
7 3 (5.66%) Bash
8 2 (3.77%) C#
8 2 (3.77%) Perl
9 1 (1.89%) C
9 1 (1.89%) Go
9 1 (1.89%) JavaScript
9 1 (1.89%) Julia
9 1 (1.89%) MATLAB
9 1 (1.89%) PowerShell
9 1 (1.89%) Scala
Qualifications
1 22 (41.51%) Degree
2 13 (24.53%) Master's Degree
3 7 (13.21%) PhD
4 6 (11.32%) Security Cleared
5 5 (9.43%) SC Cleared
6 4 (7.55%) BPSS Clearance
6 4 (7.55%) MCP
7 2 (3.77%) Computer Science Degree
8 1 (1.89%) DV Cleared
8 1 (1.89%) Postgraduate
Quality Assurance & Compliance
1 3 (5.66%) Data Quality
2 2 (3.77%) ISO/IEC 27001
3 1 (1.89%) EU AI Act
3 1 (1.89%) GDPR
3 1 (1.89%) NIST
System Software
1 16 (30.19%) Docker
Systems Management
1 15 (28.30%) Kubernetes
2 7 (13.21%) Kubeflow
3 5 (9.43%) Terraform
4 4 (7.55%) Single Sign-On
Vendors
1 5 (9.43%) Microsoft
1 5 (9.43%) OpenAI
2 3 (5.66%) Databricks
2 3 (5.66%) Google
3 1 (1.89%) Foundry
3 1 (1.89%) Oracle
3 1 (1.89%) SAP
3 1 (1.89%) ServiceNow