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 13 June 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jun 2026
Same period 2025 Same period 2024
Rank 722 645 860
Rank change year-on-year -77 +215 +35
Permanent jobs citing Keras 11 19 40
As % of all permanent jobs in the UK 0.012% 0.043% 0.037%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.22% 0.19%
Number of salaries quoted 1 5 17
10th Percentile - £49,750 £57,500
25th Percentile £62,500 £55,000 £60,000
Median annual salary (50th Percentile) £65,000 £85,253 £75,000
Median % change year-on-year -23.76% +13.67% -1.64%
75th Percentile £67,500 £93,778 £130,000
90th Percentile - - £187,500
UK excluding London median annual salary - £70,126 £65,000
% change year-on-year - +7.89% +18.18%

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 9,470 8,730 21,450
As % of all permanent jobs advertised in the UK 10.21% 19.65% 19.99%
Number of salaries quoted 7,052 5,715 16,289
10th Percentile £40,000 £38,450 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,253 £60,000
Median % change year-on-year -1.89% +10.42% -11.11%
75th Percentile £85,000 £87,500 £78,750
90th Percentile £100,000 £111,700 £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
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 13 June 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 -74 9 £65,000 -23.76% 4
London -12 6 £65,000 -27.78% 2
Work from Home -5 4 £65,000 -8.77% 3
UK excluding London -77 3 - - 2
East of England -23 2 - -
South East - 1 - - 1

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 4 (36.36%) H2O.ai
1 4 (36.36%) OpenShift
2 2 (18.18%) Azure
2 2 (18.18%) SaaS
3 1 (9.09%) AWS
3 1 (9.09%) Azure DevOps
3 1 (9.09%) Azure Machine Learning
3 1 (9.09%) GCP
Database & Business Intelligence
1 4 (36.36%) Data Lake
1 4 (36.36%) Metadata
2 1 (9.09%) Amazon Redshift
2 1 (9.09%) DynamoDB
2 1 (9.09%) MongoDB
2 1 (9.09%) Pinecone
2 1 (9.09%) PostgreSQL
2 1 (9.09%) SQLPlus
Development Applications
1 2 (18.18%) Git
2 1 (9.09%) MLflow
General
1 6 (54.55%) Finance
2 4 (36.36%) Manufacturing
3 3 (27.27%) Analytical Skills
3 3 (27.27%) Social Skills
4 2 (18.18%) Public Speaking
5 1 (9.09%) Banking
5 1 (9.09%) Inclusion and Diversity
5 1 (9.09%) Law
5 1 (9.09%) Marketing
Job Titles
1 2 (18.18%) Lead
1 2 (18.18%) Senior
2 1 (9.09%) Artificial Intelligence Engineer
2 1 (9.09%) Data Scientist
2 1 (9.09%) Machine Learning Engineer
2 1 (9.09%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 9 (81.82%) TensorFlow
2 8 (72.73%) PyTorch
3 5 (45.45%) scikit-learn
4 4 (36.36%) Pandas
5 2 (18.18%) NumPy
6 1 (9.09%) Flask
6 1 (9.09%) LangChain
6 1 (9.09%) LangGraph
6 1 (9.09%) LightGBM
6 1 (9.09%) Matplotlib
6 1 (9.09%) OpenCV
6 1 (9.09%) SciPy
6 1 (9.09%) XGBoost
Miscellaneous
1 4 (36.36%) Data Centre
1 4 (36.36%) Management Information System
2 2 (18.18%) Product Ownership
3 1 (9.09%) AI Agents
3 1 (9.09%) Algorithms
3 1 (9.09%) Cloud Native
3 1 (9.09%) Clustering
3 1 (9.09%) Life Science
3 1 (9.09%) Social Media
Operating Systems
1 1 (9.09%) Linux
Processes & Methodologies
1 10 (90.91%) Machine Learning
2 9 (81.82%) AI
3 6 (54.55%) Computer Science
3 6 (54.55%) Data Science
3 6 (54.55%) Stakeholder Management
4 5 (45.45%) Data Governance
4 5 (45.45%) Generative AI
4 5 (45.45%) LLM
4 5 (45.45%) Observability
4 5 (45.45%) Retrieval-Augmented Generation
5 4 (36.36%) Coaching
5 4 (36.36%) Conflict Resolution
5 4 (36.36%) Data Engineering
5 4 (36.36%) Data Ingestion
5 4 (36.36%) DevSecOps
5 4 (36.36%) Natural Language Processing
5 4 (36.36%) Storytelling
5 4 (36.36%) Translating Business Requirements
5 4 (36.36%) Value Proposition
5 4 (36.36%) Workshop Facilitation
Programming Languages
1 7 (63.64%) Python
2 4 (36.36%) SQL
3 1 (9.09%) Bash
3 1 (9.09%) C
3 1 (9.09%) C++
3 1 (9.09%) Java
3 1 (9.09%) R
Qualifications
1 9 (81.82%) Degree
2 6 (54.55%) Master's Degree
3 4 (36.36%) Computer Science Degree
4 2 (18.18%) PhD
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
System Software
1 3 (27.27%) Docker
Systems Management
1 1 (9.09%) Kubernetes
Vendors
1 4 (36.36%) Databricks
1 4 (36.36%) Dell
1 4 (36.36%) NVIDIA
2 1 (9.09%) OpenAI