Keras
UK

The following table provides summary statistics for contract job vacancies with a requirement for Keras skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Keras over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 576 673 821
Rank change year-on-year +97 +148 -177
Contract jobs citing Keras 3 21 42
As % of all contract jobs advertised in the UK 0.007% 0.037% 0.048%
As % of the Libraries, Frameworks & Software Standards category 0.034% 0.16% 0.18%
Number of daily rates quoted 3 16 19
10th Percentile £445 £422 £454
25th Percentile £466 £463 £563
Median daily rate (50th Percentile) £550 £518 £650
Median % change year-on-year +6.28% -20.38% +10.64%
75th Percentile £625 £551 £738
90th Percentile £640 £581 £800
UK excluding London median daily rate £550 £500 £494
% change year-on-year +10.00% +1.27% -8.14%

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 contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,906 13,255 23,828
As % of all contract IT jobs advertised in the UK 20.94% 23.15% 26.98%
Number of daily rates quoted 6,185 9,676 17,493
10th Percentile £350 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £535 £550 £550
Median % change year-on-year -2.73% - +10.00%
75th Percentile £650 £675 £663
90th Percentile £775 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +12.36%
Number of hourly rates quoted 247 144 238
10th Percentile £21.25 £25.75 £22.35
25th Percentile £43.00 £50.00 £35.00
Median hourly rate £47.50 £65.00 £50.00
Median % change year-on-year -26.92% +30.00% +11.11%
75th Percentile £65.00 £75.00 £65.71
90th Percentile £74.46 £80.25 £76.75
UK excluding London median hourly rate £47.50 £65.00 £50.00
% change year-on-year -26.92% +30.00% +11.11%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Keras.

Daily rate trend for Keras in the UK

Keras
Daily Rate Histogram

Daily rate distribution for jobs citing Keras over the 6 months to 20 May 2024.

Daily rate histogram for Keras in the UK

Keras
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Keras.

Hourly rate trend for Keras in the UK

Keras
Top 5 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Keras within the UK over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +98 3 £550 +6.28% 34
London +95 2 £556 +1.14% 17
UK excluding London +40 1 £550 +10.00% 19
West Midlands +21 1 £550 +10.00% 2
Midlands +18 1 £550 +10.00% 4

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:

Cloud Services
1 1 (33.33%) Amazon CloudWatch
1 1 (33.33%) Amazon EC2
1 1 (33.33%) Amazon ECR
1 1 (33.33%) Amazon ECS
1 1 (33.33%) Amazon Kinesis
1 1 (33.33%) Amazon S3
1 1 (33.33%) Amazon SageMaker
1 1 (33.33%) AWS
1 1 (33.33%) AWS CloudFormation
1 1 (33.33%) AWS Lambda
1 1 (33.33%) Serverless
General
1 2 (66.67%) Social Skills
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Inclusion and Diversity
2 1 (33.33%) Marketing
2 1 (33.33%) Multimedia
2 1 (33.33%) Publishing
2 1 (33.33%) Retail
Job Titles
1 1 (33.33%) Data Engineer
1 1 (33.33%) DataOps Engineer
1 1 (33.33%) Developer
1 1 (33.33%) DevOps Engineer
1 1 (33.33%) Machine Learning Scientist
1 1 (33.33%) Python Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) PyTorch
1 2 (66.67%) scikit-learn
1 2 (66.67%) TensorFlow
2 1 (33.33%) Dask
2 1 (33.33%) NumPy
2 1 (33.33%) Pandas
2 1 (33.33%) PySpark
Miscellaneous
1 3 (100.00%) Algorithms
Processes & Methodologies
1 3 (100.00%) Machine Learning
2 2 (66.67%) Analytics
2 2 (66.67%) Data Science
2 2 (66.67%) DataOps
2 2 (66.67%) MLOps
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Computer Science
3 1 (33.33%) Data Engineering
3 1 (33.33%) DevOps
3 1 (33.33%) E-Commerce
3 1 (33.33%) Kalman Filter
3 1 (33.33%) Mathematics
3 1 (33.33%) Open Source
3 1 (33.33%) Physics
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Problem-Solving
3 1 (33.33%) Recommender Systems
3 1 (33.33%) SDLC
3 1 (33.33%) Statistics
3 1 (33.33%) Task Automation
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) Scala
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Computer Science Degree
1 1 (33.33%) Degree
1 1 (33.33%) PhD
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Kubernetes