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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 843 944 992
Rank change year-on-year +101 +48 -155
Permanent jobs citing Keras 47 33 252
As % of all permanent jobs advertised in the UK 0.047% 0.033% 0.16%
As % of the Libraries, Frameworks & Software Standards category 0.22% 0.11% 0.38%
Number of salaries quoted 19 27 62
10th Percentile £52,150 £37,000 £40,000
25th Percentile £58,750 £50,000 £51,563
Median annual salary (50th Percentile) £75,000 £72,500 £65,000
Median % change year-on-year +3.45% +11.54% +8.33%
75th Percentile £120,000 £85,000 £82,500
90th Percentile £187,500 £96,250 £182,000
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -

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 21,101 29,987 65,773
As % of all permanent jobs advertised in the UK 21.12% 30.24% 40.92%
Number of salaries quoted 15,749 18,481 29,851
10th Percentile £36,250 £40,588 £37,500
25th Percentile £45,000 £50,500 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,750
Median % change year-on-year -11.11% +5.88% +15.91%
75th Percentile £78,750 £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 18 May 2024.

Salary histogram for Keras in the UK

Keras
Top 10 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 18 May 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 +96 36 £75,000 - 29
UK excluding London -12 31 £65,000 +18.18% 16
South West -9 20 £65,000 +58.54%
London +104 13 £110,000 +37.50% 16
Scotland - 8 £57,500 - 1
Work from Home +71 5 £147,500 +90.32% 16
East of England +3 1 - - 1
South East +1 1 £75,000 - 7
Midlands - 1 £75,000 - 4
West Midlands - 1 £75,000 - 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 3 (6.38%) Apache Airflow
1 3 (6.38%) Apache Spark
2 2 (4.26%) SAS
Cloud Services
1 12 (25.53%) AWS
2 7 (14.89%) Amazon SageMaker
3 4 (8.51%) Cloud Computing
4 3 (6.38%) Azure
4 3 (6.38%) Azure Machine Learning
4 3 (6.38%) GCP
5 2 (4.26%) Azure DevOps
6 1 (2.13%) Vertex AI
Database & Business Intelligence
1 6 (12.77%) Big Data
2 4 (8.51%) Neo4j
3 2 (4.26%) Data Mining
3 2 (4.26%) Hadoop
3 2 (4.26%) MongoDB
3 2 (4.26%) NoSQL
3 2 (4.26%) PostgreSQL
3 2 (4.26%) Tableau
3 2 (4.26%) Text Mining
4 1 (2.13%) BigQuery
Development Applications
1 2 (4.26%) MLflow
1 2 (4.26%) Team Foundation Server
2 1 (2.13%) Git
General
1 11 (23.40%) Finance
1 11 (23.40%) Inclusion and Diversity
2 8 (17.02%) Law
3 7 (14.89%) Marketing
4 6 (12.77%) Social Skills
5 3 (6.38%) Analytical Skills
6 2 (4.26%) Games
7 1 (2.13%) Legal
7 1 (2.13%) Telecoms
Job Titles
1 26 (55.32%) Data Scientist
2 10 (21.28%) Artificial Intelligence Engineer
3 9 (19.15%) Senior
3 9 (19.15%) Software Engineer
4 8 (17.02%) Python Engineer
5 7 (14.89%) Python Software Engineer
6 5 (10.64%) Senior Data Scientist
7 4 (8.51%) Lead
8 3 (6.38%) Integration Specialist
8 3 (6.38%) Systems Integration Specialist
9 2 (4.26%) Machine Learning Engineer
9 2 (4.26%) Principal Engineer
10 1 (2.13%) Integration Engineer
10 1 (2.13%) Lead Data Scientist
10 1 (2.13%) Machine Learning Researcher
10 1 (2.13%) Principal Software Engineer
10 1 (2.13%) Senior Software Engineer
10 1 (2.13%) Senior Systems Engineer
10 1 (2.13%) Systems Engineer
10 1 (2.13%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 46 (97.87%) TensorFlow
2 30 (63.83%) PyTorch
3 22 (46.81%) NumPy
4 14 (29.79%) SpaCy
5 9 (19.15%) Flask
5 9 (19.15%) scikit-learn
6 7 (14.89%) Pandas
7 5 (10.64%) Statsmodels
8 4 (8.51%) OpenACC
9 3 (6.38%) Matplotlib
10 2 (4.26%) Django
10 2 (4.26%) FastAPI
10 2 (4.26%) Gensim
10 2 (4.26%) ggplot
10 2 (4.26%) Kafka
10 2 (4.26%) NLTK
11 1 (2.13%) .NET
11 1 (2.13%) XGBoost
Miscellaneous
1 31 (65.96%) Algorithms
2 7 (14.89%) CUDA
2 7 (14.89%) Distributed Computing
3 4 (8.51%) Data Structures
4 2 (4.26%) Social Network
5 1 (2.13%) Ray Tracing
5 1 (2.13%) Reinsurance
Processes & Methodologies
1 45 (95.74%) Machine Learning
2 31 (65.96%) Data Science
3 29 (61.70%) Visualisation
4 28 (59.57%) Agile
5 27 (57.45%) Statistics
6 23 (48.94%) Artificial Intelligence
6 23 (48.94%) Natural Language Processing
7 22 (46.81%) Deep Learning
8 19 (40.43%) Analytics
9 17 (36.17%) Prototyping
10 16 (34.04%) Actionable Insight
11 15 (31.91%) Business Analysis
11 15 (31.91%) Business Intelligence
11 15 (31.91%) Computer Science
11 15 (31.91%) Data Engineering
11 15 (31.91%) Data Modelling
11 15 (31.91%) Minimum Viable Product
12 13 (27.66%) LLM
13 12 (25.53%) Mathematics
14 10 (21.28%) Continuous Improvement
Programming Languages
1 46 (97.87%) Python
2 15 (31.91%) MATLAB
3 10 (21.28%) SQL
4 3 (6.38%) C++
4 3 (6.38%) JavaScript
4 3 (6.38%) R
5 2 (4.26%) Java
6 1 (2.13%) C#
6 1 (2.13%) Fortran
6 1 (2.13%) Go
Qualifications
1 18 (38.30%) Security Cleared
2 16 (34.04%) Degree
3 15 (31.91%) DV Cleared
4 10 (21.28%) PhD
5 7 (14.89%) Master's Degree
6 2 (4.26%) SC Cleared
7 1 (2.13%) Numerate Degree
System Software
1 3 (6.38%) Docker
Systems Management
1 3 (6.38%) Kubernetes
2 2 (4.26%) Kubeflow
Vendors
1 8 (17.02%) Databricks
2 5 (10.64%) Dataiku
3 3 (6.38%) Microsoft
4 1 (2.13%) Google