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 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 707 825 633
Rank change year-on-year +118 -192 +24
Permanent jobs citing Deep Learning 171 147 759
As % of all permanent jobs advertised in the UK 0.17% 0.15% 0.48%
As % of the Processes & Methodologies category 0.20% 0.15% 0.50%
Number of salaries quoted 107 98 221
10th Percentile £47,800 £45,875 £53,750
25th Percentile £55,000 £50,000 £62,500
Median annual salary (50th Percentile) £80,000 £71,500 £80,000
Median % change year-on-year +11.89% -10.63% +10.34%
75th Percentile £96,539 £88,438 £90,000
90th Percentile £127,500 £100,000 £142,500
UK excluding London median annual salary £65,000 £60,000 £66,250
% change year-on-year +8.33% -9.43% +17.78%

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 84,735 96,775 152,013
As % of all permanent jobs advertised in the UK 85.57% 95.60% 95.70%
Number of salaries quoted 59,708 57,079 82,921
10th Percentile £29,000 £34,000 £33,740
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +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% +9.38%

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 13 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 13 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 +98 137 £77,500 +8.39% 83
UK excluding London -3 84 £65,000 +8.33% 37
London +120 70 £90,000 +12.50% 50
Work from Home +85 58 £62,783 -16.29% 36
South West -25 19 £65,000 +42.86% 4
Scotland -39 16 £92,778 +68.69% 2
East of England +15 12 £80,001 +6.67% 9
Northern Ireland - 12 - - 3
Midlands +7 11 £55,000 -31.25% 1
West Midlands +24 10 £55,000 -31.25% 1
North of England +39 7 £62,783 +11.61% 7
South East +6 7 £73,750 +28.26% 11
North West -4 3 £55,000 +4.76% 6
Yorkshire +78 2 £92,778 +0.30% 1
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 8 (4.68%) Apache Spark
2 3 (1.75%) Confluence
3 2 (1.17%) Apache
4 1 (0.58%) 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 30 (17.54%) Azure
3 26 (15.20%) GCP
4 14 (8.19%) Amazon SageMaker
5 11 (6.43%) Cloud Computing
6 6 (3.51%) AWS Lambda
6 6 (3.51%) Azure Machine Learning
6 6 (3.51%) 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 12 (7.02%) TCP/IP
2 7 (4.09%) HTTP
2 7 (4.09%) 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 7 (4.09%) Amazon Redshift
3 7 (4.09%) NoSQL
4 6 (3.51%) Amazon Aurora
5 5 (2.92%) Text Mining
6 4 (2.34%) Data Lake
6 4 (2.34%) Data Mining
6 4 (2.34%) Hadoop
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%) Neo4j
8 2 (1.17%) Relational Database
9 1 (0.58%) Apache Cassandra
9 1 (0.58%) BigQuery
9 1 (0.58%) DynamoDB
9 1 (0.58%) Geospatial Data
9 1 (0.58%) Redis
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 18 (10.53%) Inclusion and Diversity
4 16 (9.36%) Games
5 13 (7.60%) Marketing
6 11 (6.43%) Analytical Skills
6 11 (6.43%) Law
7 10 (5.85%) Public Sector
7 10 (5.85%) 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 46 (26.90%) Data Scientist
2 43 (25.15%) Senior
3 30 (17.54%) Lead
4 29 (16.96%) Senior Data Scientist
5 21 (12.28%) Lead Data Scientist
6 20 (11.70%) Artificial Intelligence Engineer
7 18 (10.53%) Software Engineer
8 15 (8.77%) Machine Learning Engineer
9 14 (8.19%) Developer
10 12 (7.02%) Architect
10 12 (7.02%) Data Engineer
11 11 (6.43%) Python Engineer
12 9 (5.26%) Machine Learning Researcher
12 9 (5.26%) Senior Developer
12 9 (5.26%) Senior Manager
12 9 (5.26%) Senior Software Developer
12 9 (5.26%) Software Developer
13 8 (4.68%) Audit Manager
14 7 (4.09%) Python Software Engineer
14 7 (4.09%) Software Architect
Libraries, Frameworks & Software Standards
1 91 (53.22%) PyTorch
2 79 (46.20%) TensorFlow
3 22 (12.87%) Keras
4 21 (12.28%) Kafka
4 21 (12.28%) Pandas
5 17 (9.94%) NumPy
6 15 (8.77%) scikit-learn
7 14 (8.19%) OpenCV
8 13 (7.60%) SpaCy
9 12 (7.02%) Apache Beam
9 12 (7.02%) Web Services
10 11 (6.43%) Flask
11 10 (5.85%) RESTful
12 9 (5.26%) Node.js
12 9 (5.26%) REST
13 8 (4.68%) XGBoost
14 7 (4.09%) AngularJS
14 7 (4.09%) OpenVINO
14 7 (4.09%) RabbitMQ
15 6 (3.51%) MXNet
Miscellaneous
1 70 (40.94%) Algorithms
2 29 (16.96%) Data Structures
3 16 (9.36%) CUDA
4 14 (8.19%) Distributed Computing
5 9 (5.26%) Video\Live Streaming
6 8 (4.68%) 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%) Management Information System
12 1 (0.58%) Product Ownership
12 1 (0.58%) Ray Tracing
Operating Systems
1 24 (14.04%) Linux
2 7 (4.09%) 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
1 141 (82.46%) Artificial Intelligence
2 137 (80.12%) Machine Learning
3 89 (52.05%) Natural Language Processing
4 79 (46.20%) Data Science
5 70 (40.94%) Computer Science
5 70 (40.94%) Computer Vision
5 70 (40.94%) Software Engineering
6 56 (32.75%) LLM
7 49 (28.65%) Statistics
8 48 (28.07%) Mathematics
9 46 (26.90%) Generative AI
10 44 (25.73%) Analytics
11 40 (23.39%) Agile
12 36 (21.05%) Neural Network
12 36 (21.05%) Open Source
13 33 (19.30%) Problem-Solving
14 26 (15.20%) MLOps
15 24 (14.04%) Decision-Making
16 23 (13.45%) Decision Tree
16 23 (13.45%) Visualisation
Programming Languages
1 147 (85.96%) Python
2 64 (37.43%) SQL
3 18 (10.53%) Java
4 15 (8.77%) Bash
5 14 (8.19%) C++
6 11 (6.43%) C
7 10 (5.85%) MATLAB
8 9 (5.26%) R
9 5 (2.92%) C#
10 2 (1.17%) Scala
11 1 (0.58%) Fortran
11 1 (0.58%) Go
11 1 (0.58%) Gremlin
11 1 (0.58%) Rust
11 1 (0.58%) TypeScript
Qualifications
1 100 (58.48%) Degree
2 61 (35.67%) PhD
3 50 (29.24%) Master's Degree
4 21 (12.28%) Security Cleared
5 13 (7.60%) Computer Science Degree
6 9 (5.26%) BPSS Clearance
7 7 (4.09%) SC Cleared
8 1 (0.58%) DV Cleared
8 1 (0.58%) Numerate Degree
Quality Assurance & Compliance
1 13 (7.60%) QA
2 2 (1.17%) HL7
2 2 (1.17%) SNOMED CT
3 1 (0.58%) GDPR
System Software
1 14 (8.19%) Docker
2 5 (2.92%) Firmware
3 2 (1.17%) IAG
4 1 (0.58%) QEMU
Systems Management
1 10 (5.85%) Kubernetes
1 10 (5.85%) Terraform
2 1 (0.58%) Grafana
2 1 (0.58%) Kubeflow
2 1 (0.58%) Prometheus
Vendors
1 20 (11.70%) Google
2 18 (10.53%) OpenAI
3 16 (9.36%) Databricks
4 13 (7.60%) NVIDIA
5 11 (6.43%) Dataiku
6 4 (2.34%) Microsoft
7 1 (0.58%) Samsung
7 1 (0.58%) Splunk