Keras Contract Job Trends in Edinburgh

Keras
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Keras skills. It covers contract job vacancies from the 6 months leading up to 27 July 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 71 - -
Rank change year-on-year - - -
Contract jobs citing Keras 1 0 0
As % of all contract jobs in Edinburgh 0.13% - -
As % of the Libraries, Frameworks & Software Standards category 0.57% - -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
Scotland median daily rate - - -

All Software Libraries and Frameworks
Edinburgh

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 Edinburgh.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 175 141 188
As % of all contract IT jobs advertised in Edinburgh 22.21% 22.24% 22.22%
Number of daily rates quoted 113 100 121
10th Percentile £401 £406 £380
25th Percentile £413 £450 £415
Median daily rate (50th Percentile) £475 £488 £475
Median % change year-on-year -2.71% +2.79% -1.04%
75th Percentile £558 £521 £600
90th Percentile £643 £599 £700
Scotland median daily rate £450 £475 £459
% change year-on-year -5.26% +3.49% -5.36%
Number of hourly rates quoted 3 0 1
10th Percentile - - -
25th Percentile - - £52.50
Median hourly rate £64.00 - £55.00
75th Percentile £64.50 - £57.50
90th Percentile £64.80 - -
Scotland median hourly rate £35.00 £55.00 £55.00
% change year-on-year -36.36% - +15.23%

Keras
Job Vacancy Trend in Edinburgh

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

Keras job vacancy trend in Edinburgh

Keras
Co-Occurring Skills & Capabilities in Edinburgh 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:

Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) GCP
Job Titles
1 1 (100.00%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) PyTorch
1 1 (100.00%) TensorFlow
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Deep Learning
1 1 (100.00%) Generative AI
1 1 (100.00%) Linear Algebra
1 1 (100.00%) Machine Learning
1 1 (100.00%) MLOps
1 1 (100.00%) Neural Network
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Statistics
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Google