Deep Learning
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Deep Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deep Learning over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 715 836 634
Rank change year-on-year +121 -202 +38
Permanent jobs citing Deep Learning 171 139 771
As % of all permanent jobs advertised in the UK 0.17% 0.14% 0.47%
As % of the Processes & Methodologies category 0.20% 0.15% 0.49%
Number of salaries quoted 105 90 208
10th Percentile £48,800 £47,375 £54,625
25th Percentile £55,000 £50,813 £62,500
Median annual salary (50th Percentile) £80,000 £72,500 £80,000
Median % change year-on-year +10.34% -9.38% +10.34%
75th Percentile £96,539 £89,375 £97,813
90th Percentile £130,000 £100,250 £142,500
UK excluding London median annual salary £65,000 £63,750 £65,000
% change year-on-year +1.96% -1.92% +13.04%

All Process and Methodology Skills
UK

Deep Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 85,108 95,066 155,930
As % of all permanent jobs advertised in the UK 85.18% 95.58% 95.78%
Number of salaries quoted 59,794 56,135 83,138
10th Percentile £29,071 £34,000 £33,645
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +10.53%

Deep Learning
Job Vacancy Trend

Job postings citing Deep Learning as a proportion of all IT jobs advertised.

Job vacancy trend for Deep Learning in the UK

Deep Learning
Salary Trend

3-month moving average salary quoted in jobs citing Deep Learning.

Salary trend for Deep Learning in the UK

Deep Learning
Salary Histogram

Salary distribution for jobs citing Deep Learning over the 6 months to 20 May 2024.

Salary histogram for Deep Learning in the UK

Deep Learning
Top 16 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 20 May 2024. 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 +86 136 £78,750 +8.62% 94
UK excluding London +4 86 £65,000 +1.96% 40
London +122 71 £90,000 +12.50% 63
Work from Home +89 57 £62,783 -16.29% 35
South West -29 19 £65,000 +30.00% 4
Scotland -49 17 £92,778 +40.04% 2
Northern Ireland - 13 - - 3
East of England +4 12 £80,001 +6.67% 6
Midlands +2 11 £55,000 -31.25% 1
West Midlands +21 10 £55,000 -31.25% 1
North of England +29 8 £62,783 +11.61% 5
South East +4 6 £60,000 +4.35% 20
North West -5 4 £58,891 +12.17% 5
Yorkshire +77 2 £92,778 +0.30%
North East - 2 £62,783 -
East Midlands - 1 £125,000 -

Deep Learning
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 9 (5.26%) Apache Spark
2 3 (1.75%) Confluence
3 2 (1.17%) Apache
3 2 (1.17%) Jupyter
4 1 (0.58%) SAS
Applications
1 10 (5.85%) Simulink
2 6 (3.51%) Stateflow
3 1 (0.58%) Blender
Cloud Services
1 50 (29.24%) AWS
2 31 (18.13%) Azure
3 25 (14.62%) GCP
4 14 (8.19%) Amazon SageMaker
5 12 (7.02%) Cloud Computing
6 5 (2.92%) AWS Lambda
6 5 (2.92%) Azure Machine Learning
6 5 (2.92%) Serverless
7 4 (2.34%) Dagster
7 4 (2.34%) SaaS
8 3 (1.75%) Amazon EC2
8 3 (1.75%) AWS CloudFormation
8 3 (1.75%) Slack
8 3 (1.75%) Virtual Private Cloud
9 2 (1.17%) Amazon EMR
9 2 (1.17%) Amazon Kinesis
9 2 (1.17%) Amazon S3
9 2 (1.17%) WhatsApp
10 1 (0.58%) Azure Stack
10 1 (0.58%) Datadog
Communications & Networking
1 13 (7.60%) TCP/IP
2 8 (4.68%) HTTP
2 8 (4.68%) MQTT
3 3 (1.75%) Firewall
3 3 (1.75%) HTTPS
3 3 (1.75%) SSL
Database & Business Intelligence
1 13 (7.60%) Elasticsearch
2 11 (6.43%) Big Data
3 8 (4.68%) NoSQL
4 6 (3.51%) Amazon Redshift
5 5 (2.92%) Amazon Aurora
5 5 (2.92%) Text Mining
6 4 (2.34%) Data Mining
6 4 (2.34%) Hadoop
7 3 (1.75%) Data Lake
7 3 (1.75%) PostgreSQL
8 2 (1.17%) Apache Hive
8 2 (1.17%) Data Warehouse
8 2 (1.17%) Delta Lake
8 2 (1.17%) Relational Database
9 1 (0.58%) Apache Cassandra
9 1 (0.58%) BigQuery
9 1 (0.58%) MySQL
9 1 (0.58%) Neo4j
9 1 (0.58%) Redis
9 1 (0.58%) SQL Server
Development Applications
1 17 (9.94%) Git
2 6 (3.51%) GitLab
3 4 (2.34%) Snakemake
4 3 (1.75%) Jenkins
4 3 (1.75%) JIRA
5 2 (1.17%) Rational Rhapsody
5 2 (1.17%) TensorBoard
6 1 (0.58%) Artifactory
6 1 (0.58%) MLflow
6 1 (0.58%) Team Foundation Server
General
1 56 (32.75%) Social Skills
2 24 (14.04%) Finance
3 17 (9.94%) Inclusion and Diversity
4 15 (8.77%) Games
5 12 (7.02%) Analytical Skills
5 12 (7.02%) Marketing
6 11 (6.43%) Law
7 9 (5.26%) Public Sector
7 9 (5.26%) Retail
8 8 (4.68%) Banking
9 5 (2.92%) French Language
10 4 (2.34%) German Language
10 4 (2.34%) Italian Language
11 2 (1.17%) Electronics
11 2 (1.17%) Health Technology
11 2 (1.17%) Legal
11 2 (1.17%) Presentation Skills
11 2 (1.17%) Telecoms
12 1 (0.58%) Pharmaceutical
Job Titles
1 45 (26.32%) Data Scientist
1 45 (26.32%) Senior
2 30 (17.54%) Lead
2 30 (17.54%) Senior Data Scientist
3 21 (12.28%) Lead Data Scientist
4 19 (11.11%) Artificial Intelligence Engineer
5 18 (10.53%) Software Engineer
6 16 (9.36%) Machine Learning Engineer
7 14 (8.19%) Developer
8 12 (7.02%) Architect
9 11 (6.43%) Data Engineer
9 11 (6.43%) Python Engineer
10 9 (5.26%) Machine Learning Researcher
10 9 (5.26%) Senior Developer
10 9 (5.26%) Senior Manager
10 9 (5.26%) Senior Software Developer
10 9 (5.26%) Software Developer
11 8 (4.68%) Audit Manager
11 8 (4.68%) Software Architect
12 7 (4.09%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 90 (52.63%) PyTorch
2 79 (46.20%) TensorFlow
3 22 (12.87%) Kafka
3 22 (12.87%) Keras
4 20 (11.70%) Pandas
5 16 (9.36%) NumPy
6 15 (8.77%) OpenCV
6 15 (8.77%) scikit-learn
7 13 (7.60%) SpaCy
7 13 (7.60%) Web Services
8 12 (7.02%) Apache Beam
9 11 (6.43%) Flask
9 11 (6.43%) RESTful
10 10 (5.85%) Node.js
11 9 (5.26%) REST
12 8 (4.68%) AngularJS
12 8 (4.68%) OpenVINO
12 8 (4.68%) RabbitMQ
12 8 (4.68%) XGBoost
13 7 (4.09%) ONNX
Miscellaneous
1 71 (41.52%) Algorithms
2 28 (16.37%) Data Structures
3 16 (9.36%) CUDA
4 14 (8.19%) Distributed Computing
5 10 (5.85%) Video\Live Streaming
6 9 (5.26%) IoT
7 7 (4.09%) Blockchain
7 7 (4.09%) Robotics
8 5 (2.92%) Embedded Systems
8 5 (2.92%) Life Science
9 4 (2.34%) Omics
10 3 (1.75%) Blog
10 3 (1.75%) Distributed Systems
10 3 (1.75%) Social Media
11 2 (1.17%) Onboarding
12 1 (0.58%) Biopharmaceutical
12 1 (0.58%) Driving Licence
12 1 (0.58%) Product Ownership
12 1 (0.58%) Ray Tracing
12 1 (0.58%) Reinsurance
Operating Systems
1 25 (14.62%) Linux
2 8 (4.68%) Windows
3 5 (2.92%) Embedded Linux
4 3 (1.75%) Amazon Linux
4 3 (1.75%) Windows Server
4 3 (1.75%) Windows Server 2008
5 2 (1.17%) Android
Processes & Methodologies
1 142 (83.04%) Artificial Intelligence
2 136 (79.53%) Machine Learning
3 88 (51.46%) Natural Language Processing
4 77 (45.03%) Data Science
5 73 (42.69%) Computer Science
6 71 (41.52%) Computer Vision
6 71 (41.52%) Software Engineering
7 57 (33.33%) LLM
8 50 (29.24%) Mathematics
8 50 (29.24%) Statistics
9 45 (26.32%) Generative AI
10 44 (25.73%) Analytics
11 40 (23.39%) Agile
12 36 (21.05%) Open Source
13 35 (20.47%) Neural Network
14 34 (19.88%) Problem-Solving
15 26 (15.20%) Decision-Making
15 26 (15.20%) MLOps
16 23 (13.45%) Decision Tree
16 23 (13.45%) Visualisation
Programming Languages
1 148 (86.55%) Python
2 66 (38.60%) SQL
3 19 (11.11%) Java
4 16 (9.36%) Bash
4 16 (9.36%) C++
5 12 (7.02%) C
6 10 (5.85%) MATLAB
7 8 (4.68%) R
8 5 (2.92%) C#
9 2 (1.17%) Scala
10 1 (0.58%) Fortran
10 1 (0.58%) Go
10 1 (0.58%) Rust
10 1 (0.58%) TypeScript
Qualifications
1 102 (59.65%) Degree
2 61 (35.67%) PhD
3 52 (30.41%) Master's Degree
4 19 (11.11%) Security Cleared
5 14 (8.19%) Computer Science Degree
6 9 (5.26%) BPSS Clearance
7 6 (3.51%) SC Cleared
8 1 (0.58%) DV Cleared
Quality Assurance & Compliance
1 14 (8.19%) QA
2 2 (1.17%) HL7
3 1 (0.58%) GDPR
3 1 (0.58%) SNOMED CT
System Software
1 15 (8.77%) Docker
2 5 (2.92%) Firmware
3 2 (1.17%) IAG
4 1 (0.58%) QEMU
Systems Management
1 10 (5.85%) Kubernetes
2 9 (5.26%) Terraform
3 1 (0.58%) Grafana
3 1 (0.58%) Kubeflow
3 1 (0.58%) Prometheus
Vendors
1 20 (11.70%) Google
2 18 (10.53%) OpenAI
3 15 (8.77%) Databricks
4 13 (7.60%) NVIDIA
5 10 (5.85%) Dataiku
6 4 (2.34%) Microsoft
7 1 (0.58%) Samsung
7 1 (0.58%) Splunk