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 3 June 2025, comparing them to the same period in the previous two years.

6 months to
3 Jun 2025
Same period 2024 Same period 2023
Rank 689 857 923
Rank change year-on-year +168 +66 +52
Permanent jobs citing Keras 18 48 25
As % of all permanent jobs advertised in the UK 0.032% 0.046% 0.026%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.22% 0.091%
Number of salaries quoted 4 18 23
10th Percentile £48,875 £56,375 £48,500
25th Percentile £52,813 £60,000 £59,375
Median annual salary (50th Percentile) £70,126 £75,000 £75,000
Median % change year-on-year -6.50% - +15.38%
75th Percentile £93,778 £125,000 £87,500
90th Percentile - £187,500 £96,250
UK excluding London median annual salary £70,126 £65,000 £55,000
% change year-on-year +7.89% +18.18% -8.33%

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 9,496 21,566 27,616
As % of all permanent jobs advertised in the UK 17.07% 20.49% 29.13%
Number of salaries quoted 5,824 16,031 17,933
10th Percentile £37,733 £36,250 £40,834
25th Percentile £51,250 £45,000 £50,000
Median annual salary (50th Percentile) £66,206 £60,000 £67,500
Median % change year-on-year +10.34% -11.11% +3.85%
75th Percentile £86,250 £78,750 £87,500
90th Percentile £111,250 £100,000 £106,650
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 3 June 2025.

Salary histogram for Keras in the UK

Keras
Top 7 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 3 June 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 +154 18 £70,126 -6.50% 38
UK excluding London +171 14 £70,126 +7.89% 18
Work from Home +140 11 £52,500 -64.41% 31
East of England +57 10 - -
London +92 4 - - 24
North West - 4 £70,126 - 1
North of England - 4 £70,126 - 2

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 (22.22%) Apache Spark
Cloud Services
1 15 (83.33%) AWS
2 9 (50.00%) Amazon SageMaker
3 7 (38.89%) Azure
4 2 (11.11%) Azure Machine Learning
4 2 (11.11%) GCP
5 1 (5.56%) SaaS
Database & Business Intelligence
1 4 (22.22%) Amazon Redshift
1 4 (22.22%) Apache Hive
1 4 (22.22%) Hadoop
2 1 (5.56%) MongoDB
2 1 (5.56%) Neo4j
2 1 (5.56%) NoSQL
2 1 (5.56%) Relational Database
2 1 (5.56%) TigerGraph
Development Applications
1 2 (11.11%) Git
General
1 9 (50.00%) Manufacturing
1 9 (50.00%) Pharmaceutical
2 6 (33.33%) Banking
2 6 (33.33%) Finance
3 5 (27.78%) Inclusion and Diversity
4 4 (22.22%) Financial Institution
4 4 (22.22%) Retail Banking
5 2 (11.11%) Analytical Skills
5 2 (11.11%) Social Skills
6 1 (5.56%) Legal
Job Titles
1 5 (27.78%) Data Scientist
2 4 (22.22%) Senior
2 4 (22.22%) Senior Data Scientist
3 3 (16.67%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 18 (100.00%) TensorFlow
2 15 (83.33%) NumPy
3 14 (77.78%) PyTorch
4 13 (72.22%) scikit-learn
5 5 (27.78%) SciPy
5 5 (27.78%) SpaCy
6 2 (11.11%) OpenCV
6 2 (11.11%) Pandas
7 1 (5.56%) .NET
7 1 (5.56%) Flask
7 1 (5.56%) Hugging Face
7 1 (5.56%) Matplotlib
7 1 (5.56%) NLTK
7 1 (5.56%) Regular Expression
7 1 (5.56%) Seaborn
7 1 (5.56%) SQLAlchemy
Miscellaneous
1 12 (66.67%) Algorithms
2 1 (5.56%) AI Agents
2 1 (5.56%) Blog
2 1 (5.56%) Greenfield Project
Processes & Methodologies
1 18 (100.00%) Artificial Intelligence
1 18 (100.00%) Machine Learning
2 17 (94.44%) Deep Learning
3 16 (88.89%) Data Science
4 13 (72.22%) Analytics
4 13 (72.22%) Visualisation
5 12 (66.67%) Software Engineering
5 12 (66.67%) Statistics
6 11 (61.11%) Reinforcement Learning
7 10 (55.56%) Computer Science
7 10 (55.56%) Dimensionality Reduction
7 10 (55.56%) Roadmaps
8 9 (50.00%) Bioinformatics
8 9 (50.00%) Biology
8 9 (50.00%) Data Transformation
8 9 (50.00%) Data Visualisation
8 9 (50.00%) Mathematics
8 9 (50.00%) Physics
8 9 (50.00%) PLM
8 9 (50.00%) UX Design
Programming Languages
1 18 (100.00%) Python
2 5 (27.78%) SQL
3 3 (16.67%) R
4 2 (11.11%) C++
4 2 (11.11%) Java
5 1 (5.56%) JavaScript
5 1 (5.56%) Julia
Qualifications
1 15 (83.33%) Degree
2 14 (77.78%) PhD
3 5 (27.78%) Master's Degree
Quality Assurance & Compliance
1 1 (5.56%) GDPR
System Software
1 1 (5.56%) Docker
Vendors
1 2 (11.11%) Google
2 1 (5.56%) Microsoft