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 13 June 2024, comparing them to the same period in the previous two years.

6 months to
13 Jun 2024
Same period 2023 Same period 2022
Rank 858 895 961
Rank change year-on-year +37 +66 -97
Permanent jobs citing Keras 46 24 303
As % of all permanent jobs advertised in the UK 0.042% 0.026% 0.18%
As % of the Libraries, Frameworks & Software Standards category 0.21% 0.089% 0.43%
Number of salaries quoted 17 22 73
10th Percentile £57,500 £48,000 £43,500
25th Percentile £60,000 £59,063 £55,000
Median annual salary (50th Percentile) £75,000 £76,250 £65,000
Median % change year-on-year -1.64% +17.31% +8.33%
75th Percentile £130,000 £87,500 £85,000
90th Percentile £187,500 £96,250 £127,500
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 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 22,074 26,882 71,165
As % of all permanent jobs advertised in the UK 20.09% 29.07% 41.19%
Number of salaries quoted 16,295 17,588 29,917
10th Percentile £36,250 £40,500 £37,750
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% +18.18%
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 13 June 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 13 June 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 +43 35 £80,000 +6.67% 14
UK excluding London -31 31 £65,000 +18.18% 8
South West -22 20 £65,000 +25.60%
London +92 12 £120,000 +45.45% 7
Scotland -60 8 £57,500 -25.81%
Work from Home +31 6 £147,500 +90.32% 14
East of England -11 1 - - 2
South East -29 1 £75,000 - 3
West Midlands - 1 £75,000 - 1
Midlands - 1 £75,000 - 1

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 (6.52%) Apache Airflow
1 3 (6.52%) Apache Spark
Cloud Services
1 13 (28.26%) AWS
2 7 (15.22%) Amazon Bedrock
2 7 (15.22%) Amazon SageMaker
3 4 (8.70%) Cloud Computing
3 4 (8.70%) GCP
4 3 (6.52%) Azure
4 3 (6.52%) Azure Machine Learning
5 2 (4.35%) Azure DevOps
6 1 (2.17%) Vertex AI
Database & Business Intelligence
1 6 (13.04%) Big Data
2 2 (4.35%) Data Mining
2 2 (4.35%) Hadoop
2 2 (4.35%) MongoDB
2 2 (4.35%) Neo4j
2 2 (4.35%) NoSQL
2 2 (4.35%) PostgreSQL
2 2 (4.35%) Text Mining
3 1 (2.17%) BigQuery
3 1 (2.17%) Geospatial Data
Development Applications
1 2 (4.35%) MLflow
1 2 (4.35%) Team Foundation Server
2 1 (2.17%) Git
General
1 11 (23.91%) Finance
1 11 (23.91%) Inclusion and Diversity
2 8 (17.39%) Law
3 7 (15.22%) Marketing
3 7 (15.22%) Social Skills
4 3 (6.52%) Analytical Skills
5 1 (2.17%) Legal
5 1 (2.17%) Telecoms
Job Titles
1 25 (54.35%) Data Scientist
2 10 (21.74%) Artificial Intelligence Engineer
3 9 (19.57%) Senior
3 9 (19.57%) Software Engineer
4 8 (17.39%) Python Engineer
5 7 (15.22%) Python Software Engineer
6 5 (10.87%) Senior Data Scientist
7 4 (8.70%) Lead
8 3 (6.52%) Integration Specialist
8 3 (6.52%) Systems Integration Specialist
9 2 (4.35%) Machine Learning Engineer
9 2 (4.35%) Principal Engineer
10 1 (2.17%) Machine Learning Researcher
10 1 (2.17%) Principal Software Engineer
10 1 (2.17%) Senior Data Warehouse Specialist
10 1 (2.17%) Senior Integration Engineer
10 1 (2.17%) Senior Software Engineer
10 1 (2.17%) Senior Systems Engineer
10 1 (2.17%) Software Integration Engineer
10 1 (2.17%) Systems Engineer
Libraries, Frameworks & Software Standards
1 45 (97.83%) TensorFlow
2 29 (63.04%) PyTorch
3 22 (47.83%) NumPy
4 14 (30.43%) SpaCy
5 10 (21.74%) scikit-learn
6 9 (19.57%) Flask
7 8 (17.39%) Pandas
8 5 (10.87%) Statsmodels
9 4 (8.70%) OpenACC
10 3 (6.52%) Matplotlib
11 2 (4.35%) Django
11 2 (4.35%) FastAPI
11 2 (4.35%) Gensim
11 2 (4.35%) ggplot
11 2 (4.35%) Kafka
11 2 (4.35%) NLTK
12 1 (2.17%) .NET
12 1 (2.17%) XGBoost
Miscellaneous
1 32 (69.57%) Algorithms
2 7 (15.22%) CUDA
2 7 (15.22%) Distributed Computing
3 4 (8.70%) Data Structures
4 2 (4.35%) Social Network
5 1 (2.17%) Ray Tracing
5 1 (2.17%) Reinsurance
Processes & Methodologies
1 44 (95.65%) Machine Learning
2 30 (65.22%) Data Science
3 29 (63.04%) Visualisation
4 28 (60.87%) Agile
5 27 (58.70%) Statistics
6 22 (47.83%) Artificial Intelligence
6 22 (47.83%) Deep Learning
7 21 (45.65%) Natural Language Processing
8 18 (39.13%) Analytics
9 17 (36.96%) Prototyping
10 15 (32.61%) Actionable Insight
10 15 (32.61%) Business Analysis
10 15 (32.61%) Business Intelligence
10 15 (32.61%) Data Engineering
10 15 (32.61%) Data Modelling
10 15 (32.61%) Minimum Viable Product
11 13 (28.26%) Computer Science
11 13 (28.26%) LLM
12 12 (26.09%) Mathematics
13 11 (23.91%) Computer Vision
Programming Languages
1 45 (97.83%) Python
2 15 (32.61%) MATLAB
3 9 (19.57%) SQL
4 3 (6.52%) C++
4 3 (6.52%) JavaScript
4 3 (6.52%) R
5 2 (4.35%) Java
6 1 (2.17%) C#
6 1 (2.17%) Fortran
6 1 (2.17%) Go
Qualifications
1 18 (39.13%) Security Cleared
2 15 (32.61%) DV Cleared
3 14 (30.43%) Degree
4 8 (17.39%) PhD
5 7 (15.22%) Master's Degree
6 2 (4.35%) SC Cleared
7 1 (2.17%) Numerate Degree
System Software
1 3 (6.52%) Docker
Systems Management
1 3 (6.52%) Kubernetes
2 2 (4.35%) Kubeflow
Vendors
1 8 (17.39%) Databricks
2 5 (10.87%) Dataiku
3 3 (6.52%) Microsoft
4 1 (2.17%) Google