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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 809 857 960
Rank change year-on-year +48 +103 -89
Permanent jobs citing Keras 33 30 316
As % of all permanent jobs advertised in the UK 0.037% 0.037% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.13% 0.46%
Number of salaries quoted 15 29 78
10th Percentile £57,500 £51,500 £40,000
25th Percentile £67,000 £52,500 £53,125
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% +16.67%
75th Percentile £98,750 £87,500 £90,000
90th Percentile £128,500 £101,185 £107,500
UK excluding London median annual salary £70,000 £55,000 £60,000
% change year-on-year +27.27% -8.33% +3.00%

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 17,601 22,313 69,061
As % of all permanent jobs advertised in the UK 19.48% 27.65% 39.40%
Number of salaries quoted 12,656 16,103 29,822
10th Percentile £36,750 £41,250 £38,000
25th Percentile £46,250 £51,250 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% +13.04%
75th Percentile £80,000 £85,875 £83,000
90th Percentile £105,000 £106,289 £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 26 July 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 26 July 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 +34 28 £78,750 +8.62% 5
UK excluding London -31 15 £70,000 +27.27% 2
London +80 13 £85,000 - 3
South West -1 10 £65,000 +10.64%
Work from Home +45 6 £121,250 +51.56% 4
Scotland -41 2 £57,500 -25.81%
South East +6 1 £75,000 - 2
East of England -5 1 - -
Midlands - 1 £75,000 -
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 (9.09%) Apache Airflow
1 3 (9.09%) Apache Spark
2 1 (3.03%) SAS
Cloud Services
1 11 (33.33%) AWS
2 7 (21.21%) Azure
3 6 (18.18%) GCP
4 5 (15.15%) Azure Machine Learning
5 4 (12.12%) Cloud Computing
6 2 (6.06%) Amazon SageMaker
6 2 (6.06%) Azure DevOps
7 1 (3.03%) Amazon Bedrock
7 1 (3.03%) GitHub
7 1 (3.03%) Vertex AI
Database & Business Intelligence
1 6 (18.18%) Big Data
2 4 (12.12%) NoSQL
3 3 (9.09%) Neo4j
4 2 (6.06%) Data Mining
4 2 (6.06%) Hadoop
4 2 (6.06%) MongoDB
4 2 (6.06%) PostgreSQL
4 2 (6.06%) Text Mining
5 1 (3.03%) BigQuery
5 1 (3.03%) Geospatial Data
5 1 (3.03%) Tableau
Development Applications
1 3 (9.09%) Git
2 2 (6.06%) MLflow
2 2 (6.06%) Team Foundation Server
3 1 (3.03%) Jenkins
General
1 11 (33.33%) Social Skills
2 6 (18.18%) Finance
3 5 (15.15%) Inclusion and Diversity
4 4 (12.12%) Public Sector
5 3 (9.09%) Analytical Skills
6 2 (6.06%) Law
6 2 (6.06%) Retail
7 1 (3.03%) Banking
7 1 (3.03%) Games
7 1 (3.03%) Investment Banking
7 1 (3.03%) Legal
7 1 (3.03%) Marketing
7 1 (3.03%) Publishing
7 1 (3.03%) Telecoms
Job Titles
1 18 (54.55%) Data Scientist
2 10 (30.30%) Senior
3 7 (21.21%) Artificial Intelligence Engineer
4 6 (18.18%) Senior Data Scientist
5 4 (12.12%) Machine Learning Engineer
6 3 (9.09%) Integration Specialist
6 3 (9.09%) Software Engineer
6 3 (9.09%) Systems Integration Specialist
7 2 (6.06%) Full Stack Engineer
7 2 (6.06%) Principal Engineer
7 2 (6.06%) Python Engineer
8 1 (3.03%) Data Engineer
8 1 (3.03%) Lead
8 1 (3.03%) Lead Data Scientist
8 1 (3.03%) Machine Learning Researcher
8 1 (3.03%) Principal Data Engineer
8 1 (3.03%) Principal Data Scientist
8 1 (3.03%) Python Software Engineer
8 1 (3.03%) Senior Systems Engineer
8 1 (3.03%) Systems Engineer
Libraries, Frameworks & Software Standards
1 32 (96.97%) TensorFlow
2 21 (63.64%) PyTorch
3 12 (36.36%) NumPy
4 8 (24.24%) scikit-learn
5 5 (15.15%) Pandas
6 4 (12.12%) FastAPI
6 4 (12.12%) SpaCy
7 3 (9.09%) Flask
7 3 (9.09%) Matplotlib
8 2 (6.06%) AngularJS
8 2 (6.06%) Django
8 2 (6.06%) Gensim
8 2 (6.06%) ggplot
8 2 (6.06%) Kafka
8 2 (6.06%) NLTK
8 2 (6.06%) React
9 1 (3.03%) .NET
9 1 (3.03%) Statsmodels
9 1 (3.03%) XGBoost
Miscellaneous
1 19 (57.58%) Algorithms
2 3 (9.09%) CUDA
2 3 (9.09%) Data Structures
3 2 (6.06%) Social Network
4 1 (3.03%) Distributed Computing
4 1 (3.03%) Reinsurance
Processes & Methodologies
1 31 (93.94%) Machine Learning
2 26 (78.79%) Data Science
3 18 (54.55%) Artificial Intelligence
3 18 (54.55%) Statistics
4 16 (48.48%) Natural Language Processing
5 15 (45.45%) Computer Science
6 13 (39.39%) Deep Learning
6 13 (39.39%) Visualisation
7 12 (36.36%) Agile
7 12 (36.36%) Mathematics
8 11 (33.33%) Prototyping
9 10 (30.30%) Analytics
10 9 (27.27%) Business Analysis
10 9 (27.27%) Business Intelligence
10 9 (27.27%) Computer Vision
10 9 (27.27%) Data Engineering
10 9 (27.27%) Data Modelling
10 9 (27.27%) LLM
10 9 (27.27%) Minimum Viable Product
11 8 (24.24%) Generative AI
Programming Languages
1 30 (90.91%) Python
2 9 (27.27%) MATLAB
3 8 (24.24%) SQL
4 5 (15.15%) JavaScript
5 3 (9.09%) C++
5 3 (9.09%) R
6 2 (6.06%) Java
7 1 (3.03%) C
7 1 (3.03%) C#
7 1 (3.03%) Go
Qualifications
1 16 (48.48%) Degree
1 16 (48.48%) Security Cleared
2 9 (27.27%) DV Cleared
2 9 (27.27%) PhD
3 7 (21.21%) Master's Degree
4 6 (18.18%) SC Cleared
5 1 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 1 (3.03%) Accessibility
System Software
1 6 (18.18%) Docker
Systems Management
1 6 (18.18%) Kubernetes
2 4 (12.12%) Terraform
3 2 (6.06%) Kubeflow
4 1 (3.03%) Argo
Vendors
1 6 (18.18%) Databricks
2 5 (15.15%) Microsoft
3 3 (9.09%) Dataiku
3 3 (9.09%) Google
4 2 (6.06%) Capita
4 2 (6.06%) OpenAI