Keras
UK

The table below provides summary statistics for permanent job vacancies requiring Keras skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Keras over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 669 850 958
Rank change year-on-year +181 +108 +14
Permanent jobs citing Keras 23 46 31
As % of all permanent jobs advertised in the UK 0.044% 0.047% 0.030%
As % of the Libraries, Frameworks & Software Standards category 0.27% 0.22% 0.099%
Number of salaries quoted 8 19 24
10th Percentile £60,250 £45,750 -
25th Percentile £62,500 £57,500 £37,000
Median annual salary (50th Percentile) £68,750 £65,000 £68,750
Median % change year-on-year +5.77% -5.45% +5.77%
75th Percentile £93,778 £120,000 £82,500
90th Percentile £99,394 £187,500 £95,875
UK excluding London median annual salary £65,000 £65,000 £37,000
% change year-on-year - +75.68% -40.80%

All Software Libraries and Frameworks
UK

Keras falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,460 21,099 31,393
As % of all permanent jobs advertised in the UK 16.26% 21.42% 30.21%
Number of salaries quoted 6,443 15,769 19,367
10th Percentile £38,750 £36,250 £41,117
25th Percentile £51,000 £45,000 £50,000
Median annual salary (50th Percentile) £65,000 £60,000 £67,500
Median % change year-on-year +8.33% -11.11% +8.00%
75th Percentile £87,500 £80,000 £87,500
90th Percentile £111,250 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

Keras
Job Vacancy Trend

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

Job vacancy trend for Keras in the UK

Keras
Salary Trend

3-month moving average salary quoted in jobs citing Keras.

Salary trend for Keras in the UK

Keras
Salary Histogram

Salary distribution for jobs citing Keras over the 6 months to 1 May 2025.

Salary histogram for Keras in the UK

Keras
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Keras within the UK over the 6 months to 1 May 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 +162 23 £68,750 -1.79% 35
UK excluding London +198 18 £65,000 - 25
Work from Home +203 13 £85,000 -42.37% 25
East of England +67 11 - -
London +101 5 £105,000 +7.69% 18
North West - 5 £65,000 -
North of England - 5 £65,000 - 1
South West +89 1 £72,500 +11.54% 10
South East - 1 £65,000 - 9

Keras
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 4 (17.39%) Apache Spark
Cloud Services
1 17 (73.91%) AWS
2 9 (39.13%) Amazon SageMaker
2 9 (39.13%) Azure
3 5 (21.74%) GCP
4 3 (13.04%) SaaS
5 2 (8.70%) Azure Machine Learning
6 1 (4.35%) Snowflake
6 1 (4.35%) WhatsApp
Database & Business Intelligence
1 4 (17.39%) Amazon Redshift
1 4 (17.39%) Apache Hive
1 4 (17.39%) Hadoop
2 1 (4.35%) BigQuery
Development Applications
1 2 (8.70%) Git
General
1 13 (56.52%) Manufacturing
2 9 (39.13%) Pharmaceutical
3 6 (26.09%) Banking
3 6 (26.09%) Finance
4 5 (21.74%) Inclusion and Diversity
5 4 (17.39%) Financial Institution
5 4 (17.39%) Retail Banking
6 3 (13.04%) Analytical Skills
7 1 (4.35%) Agriculture
7 1 (4.35%) Marketing
7 1 (4.35%) Retail
7 1 (4.35%) Social Skills
Job Titles
1 8 (34.78%) Data Scientist
2 4 (17.39%) Machine Learning Engineer
2 4 (17.39%) Senior
2 4 (17.39%) Senior Data Scientist
3 1 (4.35%) Computer Scientist
3 1 (4.35%) Computer Vision Scientist
3 1 (4.35%) Head of AI
Libraries, Frameworks & Software Standards
1 23 (100.00%) TensorFlow
2 19 (82.61%) PyTorch
3 16 (69.57%) NumPy
4 15 (65.22%) scikit-learn
5 6 (26.09%) SciPy
6 4 (17.39%) SpaCy
7 3 (13.04%) Pandas
8 2 (8.70%) .NET
8 2 (8.70%) Flask
8 2 (8.70%) Matplotlib
8 2 (8.70%) OpenCV
9 1 (4.35%) .NET Framework
9 1 (4.35%) Hugging Face
Miscellaneous
1 15 (65.22%) Algorithms
2 1 (4.35%) AI Agents
Processes & Methodologies
1 22 (95.65%) Artificial Intelligence
2 21 (91.30%) Machine Learning
3 20 (86.96%) Data Science
3 20 (86.96%) Deep Learning
4 14 (60.87%) Analytics
5 13 (56.52%) Software Engineering
5 13 (56.52%) Visualisation
6 12 (52.17%) Computer Science
7 11 (47.83%) Mathematics
7 11 (47.83%) Reinforcement Learning
7 11 (47.83%) Roadmaps
7 11 (47.83%) Statistics
8 10 (43.48%) Data Transformation
9 9 (39.13%) Bioinformatics
9 9 (39.13%) Biology
9 9 (39.13%) Data Analytics
9 9 (39.13%) Data Visualisation
9 9 (39.13%) Physics
9 9 (39.13%) PLM
9 9 (39.13%) User Experience
Programming Languages
1 23 (100.00%) Python
2 5 (21.74%) SQL
3 3 (13.04%) R
4 1 (4.35%) C++
4 1 (4.35%) Java
Qualifications
1 18 (78.26%) Degree
2 17 (73.91%) PhD
3 9 (39.13%) Master's Degree
4 1 (4.35%) Computer Science Degree
System Software
1 2 (8.70%) Docker
Systems Management
1 2 (8.70%) Kubernetes
Vendors
1 3 (13.04%) Google
2 1 (4.35%) Databricks
2 1 (4.35%) Microsoft