Keras
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Keras skills. It covers permanent job vacancies from the 6 months leading up to 17 April 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Apr 2026
Same period 2025 Same period 2024
Rank 694 601 835
Rank change year-on-year -93 +234 +124
Permanent jobs citing Keras 14 22 39
As % of all permanent jobs in the UK 0.016% 0.053% 0.041%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.25% 0.19%
Number of salaries quoted 2 7 19
10th Percentile £43,625 - £45,750
25th Percentile £47,188 £62,500 £57,500
Median annual salary (50th Percentile) £53,750 £72,500 £65,000
Median % change year-on-year -25.86% +11.54% -13.33%
75th Percentile £59,688 £93,778 £120,000
90th Percentile £62,875 £101,267 £187,500
UK excluding London median annual salary £42,500 £68,750 £65,000
% change year-on-year -38.18% +5.77% +75.68%

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 8,666 8,636 20,291
As % of all permanent jobs advertised in the UK 10.07% 20.77% 21.46%
Number of salaries quoted 6,315 6,538 15,773
10th Percentile £37,500 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,250
Median annual salary (50th Percentile) £65,000 £66,100 £60,000
Median % change year-on-year -1.66% +10.17% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £111,250 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

Keras
Job Vacancy Trend

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

Keras job vacancy trend in the UK

Keras
Salary Trend

Salary distribution trend for jobs in the UK citing Keras.

Salary distribution trend for jobs in the UK citing Keras

Keras
Salary Histogram

Salary distribution for jobs citing Keras over the 6 months to 17 April 2026.

Salary histogram for Keras in the UK

Keras
Top 6 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 17 April 2026. 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 -88 13 £42,500 -41.38% 5
UK excluding London -87 7 £42,500 -38.18% 2
London -3 6 - - 3
East of England -31 4 £42,500 -
South East -33 3 - -
Work from Home -13 2 £42,500 -50.00% 4

Keras
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:

Cloud Services
1 8 (57.14%) H2O.ai
1 8 (57.14%) OpenShift
2 4 (28.57%) Azure
3 3 (21.43%) Azure DevOps
3 3 (21.43%) Azure Machine Learning
4 1 (7.14%) Amazon Bedrock
4 1 (7.14%) Azure AI
4 1 (7.14%) Dialogflow
4 1 (7.14%) SaaS
4 1 (7.14%) Vertex AI
Database & Business Intelligence
1 8 (57.14%) Data Lake
1 8 (57.14%) Metadata
Development Applications
1 4 (28.57%) Git
2 3 (21.43%) MLflow
General
1 8 (57.14%) Finance
1 8 (57.14%) Manufacturing
2 1 (7.14%) Inclusion and Diversity
2 1 (7.14%) Public Sector
Job Titles
1 3 (21.43%) Senior
2 2 (14.29%) Machine Learning Engineer
3 1 (7.14%) Computer Scientist
3 1 (7.14%) Image Processing Scientist
Libraries, Frameworks & Software Standards
1 14 (100.00%) TensorFlow
2 10 (71.43%) PyTorch
3 5 (35.71%) scikit-learn
4 2 (14.29%) Pandas
5 1 (7.14%) CrewAI
5 1 (7.14%) Django
5 1 (7.14%) FastAPI
5 1 (7.14%) Flask
5 1 (7.14%) Hugging Face
5 1 (7.14%) LangChain
5 1 (7.14%) LangGraph
5 1 (7.14%) LlamaIndex
5 1 (7.14%) Matplotlib
5 1 (7.14%) Model Context Protocol
5 1 (7.14%) NumPy
5 1 (7.14%) OpenCV
5 1 (7.14%) REST
5 1 (7.14%) RESTful
5 1 (7.14%) SciPy
Miscellaneous
1 8 (57.14%) Data Centre
1 8 (57.14%) Management Information System
2 4 (28.57%) Life Science
3 2 (14.29%) Algorithms
4 1 (7.14%) 3D Graphics
4 1 (7.14%) AI Agents
Processes & Methodologies
1 14 (100.00%) Machine Learning
2 13 (92.86%) AI
2 13 (92.86%) Computer Science
3 11 (78.57%) Data Governance
4 9 (64.29%) Generative AI
4 9 (64.29%) Observability
4 9 (64.29%) Retrieval-Augmented Generation
5 8 (57.14%) Analytics
5 8 (57.14%) Business Development
5 8 (57.14%) Coaching
5 8 (57.14%) Conflict Resolution
5 8 (57.14%) Customer Engagement
5 8 (57.14%) Data Pipeline
5 8 (57.14%) DevSecOps
5 8 (57.14%) Metadata Management
5 8 (57.14%) Product Management
5 8 (57.14%) Storytelling
5 8 (57.14%) Translating Business Requirements
5 8 (57.14%) Value Proposition
5 8 (57.14%) Workshop Facilitation
Programming Languages
1 6 (42.86%) Python
Qualifications
1 13 (92.86%) Degree
2 12 (85.71%) Master's Degree
3 8 (57.14%) Computer Science Degree
4 2 (14.29%) PhD
5 1 (7.14%) BPSS Clearance
5 1 (7.14%) Microsoft Certified Professional
Quality Assurance & Compliance
1 8 (57.14%) Data Quality
System Software
1 3 (21.43%) Docker
Vendors
1 8 (57.14%) Databricks
1 8 (57.14%) Dell
1 8 (57.14%) NVIDIA
2 1 (7.14%) Google
2 1 (7.14%) Microsoft