Keras
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Keras skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Keras over the 6 months to 29 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 840 955 990
Rank change year-on-year +115 +35 -147
Permanent jobs citing Keras 45 31 233
As % of all permanent jobs advertised in the UK 0.046% 0.030% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.099% 0.37%
Number of salaries quoted 19 24 59
10th Percentile £45,750 - £40,000
25th Percentile £57,500 £37,000 £50,000
Median annual salary (50th Percentile) £65,000 £68,750 £65,000
Median % change year-on-year -5.45% +5.77% +8.33%
75th Percentile £120,000 £82,500 £82,500
90th Percentile £187,500 £95,875 £187,500
UK excluding London median annual salary £65,000 £37,000 £62,500
% change year-on-year +75.68% -40.80% +4.17%

All Software Libraries and Frameworks
UK

Keras is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,046 31,443 62,949
As % of all permanent jobs advertised in the UK 21.40% 30.23% 40.40%
Number of salaries quoted 15,738 19,364 30,343
10th Percentile £36,250 £41,117 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +13.64%
75th Percentile £79,900 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

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 29 April 2024.

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 29 April 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 +122 34 £70,000 -6.67% 25
UK excluding London +21 29 £65,000 +75.68% 14
South West +2 19 £65,000 +58.54% 1
London +124 13 £97,500 +21.88% 12
Scotland - 8 £57,500 - 1
Work from Home +76 5 £147,500 +84.38% 12
East of England - 1 - - 3
Midlands - 1 £75,000 - 3
West Midlands - 1 £75,000 -

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 3 (6.67%) Apache Airflow
1 3 (6.67%) SAS
2 2 (4.44%) Apache Spark
Cloud Services
1 12 (26.67%) AWS
2 7 (15.56%) Amazon SageMaker
3 4 (8.89%) Cloud Computing
4 3 (6.67%) GCP
5 2 (4.44%) Azure
5 2 (4.44%) Azure DevOps
5 2 (4.44%) Azure Machine Learning
6 1 (2.22%) Vertex AI
Database & Business Intelligence
1 6 (13.33%) Big Data
2 5 (11.11%) Neo4j
3 3 (6.67%) Tableau
4 2 (4.44%) Data Mining
4 2 (4.44%) Hadoop
4 2 (4.44%) MongoDB
4 2 (4.44%) NoSQL
4 2 (4.44%) PostgreSQL
4 2 (4.44%) Text Mining
5 1 (2.22%) BigQuery
Development Applications
1 2 (4.44%) MLflow
1 2 (4.44%) Team Foundation Server
2 1 (2.22%) Git
General
1 10 (22.22%) Inclusion and Diversity
2 9 (20.00%) Finance
3 7 (15.56%) Law
3 7 (15.56%) Marketing
4 6 (13.33%) Social Skills
5 3 (6.67%) Games
6 1 (2.22%) Analytical Skills
6 1 (2.22%) Telecoms
Job Titles
1 25 (55.56%) Data Scientist
2 10 (22.22%) Artificial Intelligence Engineer
3 9 (20.00%) Software Engineer
4 8 (17.78%) Python Engineer
4 8 (17.78%) Senior
5 7 (15.56%) Python Software Engineer
6 4 (8.89%) Senior Data Scientist
7 3 (6.67%) Integration Specialist
7 3 (6.67%) Lead
7 3 (6.67%) Systems Integration Specialist
8 2 (4.44%) Machine Learning Engineer
8 2 (4.44%) Principal Engineer
9 1 (2.22%) Integration Engineer
9 1 (2.22%) Principal Software Engineer
9 1 (2.22%) Senior Data Warehouse Specialist
9 1 (2.22%) Senior Software Engineer
9 1 (2.22%) Senior Systems Engineer
9 1 (2.22%) Software Integration Engineer
9 1 (2.22%) Systems Engineer
9 1 (2.22%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 44 (97.78%) TensorFlow
2 29 (64.44%) PyTorch
3 21 (46.67%) NumPy
4 14 (31.11%) SpaCy
5 9 (20.00%) Flask
6 8 (17.78%) scikit-learn
7 7 (15.56%) Pandas
8 5 (11.11%) Statsmodels
9 4 (8.89%) OpenACC
10 3 (6.67%) Matplotlib
11 2 (4.44%) Django
11 2 (4.44%) FastAPI
11 2 (4.44%) Gensim
11 2 (4.44%) ggplot
11 2 (4.44%) Kafka
11 2 (4.44%) NLTK
12 1 (2.22%) .NET
12 1 (2.22%) XGBoost
Miscellaneous
1 29 (64.44%) Algorithms
2 7 (15.56%) CUDA
2 7 (15.56%) Distributed Computing
3 4 (8.89%) Data Structures
4 2 (4.44%) Social Network
5 1 (2.22%) Ray Tracing
5 1 (2.22%) Reinsurance
Processes & Methodologies
1 43 (95.56%) Machine Learning
2 29 (64.44%) Data Science
3 27 (60.00%) Agile
3 27 (60.00%) Visualisation
4 25 (55.56%) Statistics
5 23 (51.11%) Artificial Intelligence
6 22 (48.89%) Deep Learning
6 22 (48.89%) Natural Language Processing
7 19 (42.22%) Analytics
8 18 (40.00%) Actionable Insight
9 16 (35.56%) Prototyping
10 15 (33.33%) Computer Science
11 14 (31.11%) Business Analysis
11 14 (31.11%) Business Intelligence
11 14 (31.11%) Data Engineering
11 14 (31.11%) Data Modelling
11 14 (31.11%) Minimum Viable Product
12 13 (28.89%) LLM
13 11 (24.44%) Mathematics
14 10 (22.22%) Software Engineering
Programming Languages
1 44 (97.78%) Python
2 14 (31.11%) MATLAB
3 10 (22.22%) SQL
4 3 (6.67%) C++
4 3 (6.67%) JavaScript
5 2 (4.44%) Java
5 2 (4.44%) R
6 1 (2.22%) C#
6 1 (2.22%) Fortran
6 1 (2.22%) Go
Qualifications
1 17 (37.78%) Security Cleared
2 16 (35.56%) Degree
3 14 (31.11%) DV Cleared
4 10 (22.22%) PhD
5 7 (15.56%) Master's Degree
6 2 (4.44%) SC Cleared
7 1 (2.22%) Numerate Degree
System Software
1 3 (6.67%) Docker
Systems Management
1 3 (6.67%) Kubernetes
2 2 (4.44%) Kubeflow
Vendors
1 8 (17.78%) Databricks
2 5 (11.11%) Dataiku
3 3 (6.67%) Microsoft
4 1 (2.22%) Google