Keras Contract Job Trends in the UK excluding London

Keras
UK > UK excluding London

The table below provides summary statistics and contractor rates for jobs advertised in the UK excluding London requiring Keras skills. It covers contract job vacancies from the 6 months leading up to 5 June 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 440 - 387
Rank change year-on-year - - +41
Contract jobs citing Keras 4 0 1
As % of all contract jobs in the UK excluding London 0.016% - 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.10% - 0.030%
Number of daily rates quoted 2 0 1
10th Percentile £474 - -
25th Percentile £492 - £500
Median daily rate (50th Percentile) £531 - £550
Median % change year-on-year - - +14.61%
75th Percentile £567 - £600
90th Percentile £583 - -
UK median daily rate £588 £700 £550
% change year-on-year -16.07% +27.27% +6.28%

All Software Libraries and Frameworks
UK excluding London

Keras falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in the UK excluding London.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,963 2,420 3,327
As % of all contract IT jobs advertised in the UK excluding London 15.82% 18.65% 16.02%
Number of daily rates quoted 2,617 1,676 2,172
10th Percentile £350 £325 £325
25th Percentile £413 £400 £406
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -
75th Percentile £588 £568 £608
90th Percentile £675 £638 £694
UK median daily rate £525 £520 £536
% change year-on-year +0.96% -2.94% -2.59%
Number of hourly rates quoted 226 89 216
10th Percentile £37.25 £33.59 £22.63
25th Percentile £54.06 £50.00 £43.00
Median hourly rate £65.00 £65.00 £48.43
Median % change year-on-year - +34.21% -25.49%
75th Percentile £71.13 £68.75 £66.69
90th Percentile £77.50 £81.01 £74.47
UK median hourly rate £65.00 £62.50 £47.50
% change year-on-year +4.00% +31.58% -26.92%

Keras
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of contract IT job postings citing Keras relative to all contract IT jobs advertised in the UK excluding London.

Keras job vacancy trend in the UK excluding London

Keras
Daily Rate Trend in the UK excluding London

Contractor daily rate distribution trend for jobs in the UK excluding London citing Keras.

Contractor daily rate distribution trend for jobs in the UK excluding London citing Keras

Keras
Contract Job Locations in the UK excluding London

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 excluding London region over the 6 months to 5 June 2026. 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
South East - 3 £531 - 3
South West - 1 - -
Keras
UK

Keras
Co-Occurring Skills & Capabilities in the UK excluding London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 2 (50.00%) Apache Spark
Cloud Services
1 1 (25.00%) Azure
Database & Business Intelligence
1 2 (50.00%) Big Data
1 2 (50.00%) Pinecone
1 2 (50.00%) Weaviate
2 1 (25.00%) Hadoop
2 1 (25.00%) NoSQL
Development Applications
1 1 (25.00%) MLflow
General
1 1 (25.00%) Public Sector
Job Titles
1 2 (50.00%) Artificial Intelligence Engineer
2 1 (25.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) PyTorch
1 4 (100.00%) TensorFlow
2 2 (50.00%) Faiss
2 2 (50.00%) Hugging Face
2 2 (50.00%) LangChain
3 1 (25.00%) NumPy
3 1 (25.00%) Pandas
3 1 (25.00%) scikit-learn
Miscellaneous
1 1 (25.00%) Algorithms
Processes & Methodologies
1 4 (100.00%) Deep Learning
1 4 (100.00%) Machine Learning
2 3 (75.00%) AI
2 3 (75.00%) Computer Vision
2 3 (75.00%) Data Science
2 3 (75.00%) Generative AI
2 3 (75.00%) Natural Language Processing
3 2 (50.00%) Analytics
3 2 (50.00%) Customer Engagement
3 2 (50.00%) Data Cleansing
3 2 (50.00%) Feature Engineering
3 2 (50.00%) Fraud Detection
3 2 (50.00%) LLM
3 2 (50.00%) MLOps
3 2 (50.00%) Prompt Engineering
3 2 (50.00%) Regulatory Compliance
3 2 (50.00%) Reinforcement Learning
3 2 (50.00%) Retrieval-Augmented Generation
3 2 (50.00%) Software Engineering
3 2 (50.00%) Use Case
Programming Languages
1 4 (100.00%) Python
2 2 (50.00%) Java
2 2 (50.00%) R
3 1 (25.00%) SQL
Qualifications
1 2 (50.00%) Security Cleared
System Software
1 2 (50.00%) Docker
Systems Management
1 2 (50.00%) Kubernetes
Vendors
1 2 (50.00%) OpenAI
2 1 (25.00%) Databricks