TensorFlow Contract Job Trends in Scotland

Google TensorFlow
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring TensorFlow skills. It covers contract job vacancies from the 6 months leading up to 6 December 2025, with comparisons to the same periods in the previous two years.

 6 months to
6 Dec 2025		 Same period 2024 Same period 2023
Rank 106 115 138
Rank change year-on-year +9 +23 -
Contract jobs citing TensorFlow 7 1 2
As % of all contract jobs in Scotland 0.44% 0.058% 0.084%
As % of the Libraries, Frameworks & Software Standards category 1.95% 0.27% 0.40%
Number of daily rates quoted 4 1 1
10th Percentile £372 - -
25th Percentile £391 - £631
Median daily rate (50th Percentile) £402 £391 £638
Median % change year-on-year +2.88% -38.67% -
75th Percentile £439 - £644
90th Percentile £503 - -
UK median daily rate £528 £600 £540
% change year-on-year -12.08% +11.11% -13.60%

All Software Libraries and Frameworks
Scotland

TensorFlow 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 Scotland.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 359 374 503
As % of all contract IT jobs advertised in Scotland 22.75% 21.81% 21.00%
Number of daily rates quoted 214 239 338
10th Percentile £360 £355 £393
25th Percentile £420 £400 £425
Median daily rate (50th Percentile) £500 £463 £499
Median % change year-on-year +8.11% -7.27% +5.00%
75th Percentile £555 £538 £575
90th Percentile £625 £677 £638
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 1 0 9
10th Percentile - - £49.50
25th Percentile £52.50 - £55.00
Median hourly rate £55.00 - £59.03
Median % change year-on-year - - +43.34%
75th Percentile £57.50 - £73.75
90th Percentile - - £78.00
UK median hourly rate £55.00 £65.00 £54.78
% change year-on-year -15.38% +18.66% -15.72%

TensorFlow
Job Vacancy Trend in Scotland

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

TensorFlow job vacancy trend in Scotland

TensorFlow
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing TensorFlow.

Contractor daily rate distribution trend for jobs in Scotland citing TensorFlow

TensorFlow
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing TensorFlow in Scotland over the 6 months to 6 December 2025.

Daily rate histogram for TensorFlow in Scotland

TensorFlow
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the Scotland region over the 6 months to 6 December 2025. 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
Glasgow +8 6 £402 +2.81% 2
Edinburgh - 1 £545 - 5
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in Scotland 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 3 (42.86%) Apache Spark
Cloud Services
1 4 (57.14%) OpenShift
2 3 (42.86%) Amazon EC2
2 3 (42.86%) Amazon S3
2 3 (42.86%) Amazon SageMaker
2 3 (42.86%) AWS
2 3 (42.86%) AWS CloudFormation
2 3 (42.86%) AWS Lambda
2 3 (42.86%) Serverless
Database & Business Intelligence
1 4 (57.14%) Redis
2 3 (42.86%) Big Data
2 3 (42.86%) NoSQL
Development Applications
1 4 (57.14%) Jenkins
2 3 (42.86%) Artifactory
2 3 (42.86%) MLflow
General
1 4 (57.14%) Social Skills
2 3 (42.86%) Banking
3 2 (28.57%) Finance
Job Titles
1 3 (42.86%) AWS Engineer
1 3 (42.86%) Cloud Engineer
1 3 (42.86%) Data Engineer
1 3 (42.86%) Python Data Engineer
1 3 (42.86%) Python Engineer
2 1 (14.29%) Artificial Intelligence Engineer
2 1 (14.29%) Development Engineer
2 1 (14.29%) Platform Engineer
Libraries, Frameworks & Software Standards
1 5 (71.43%) PyTorch
2 4 (57.14%) FastAPI
2 4 (57.14%) Flask
2 4 (57.14%) Kafka
2 4 (57.14%) LangChain
2 4 (57.14%) LangGraph
2 4 (57.14%) OAuth
2 4 (57.14%) OAuth2
2 4 (57.14%) RESTful
3 3 (42.86%) Hugging Face
3 3 (42.86%) Loki
3 3 (42.86%) OpenTelemetry
3 3 (42.86%) scikit-learn
4 2 (28.57%) Torch
5 1 (14.29%) REST
Miscellaneous
1 4 (57.14%) AI Agents
2 3 (42.86%) Algorithms
2 3 (42.86%) Distributed Computing
2 3 (42.86%) Private Cloud
3 1 (14.29%) Cloud Native
Processes & Methodologies
1 7 (100.00%) CI/CD
1 7 (100.00%) Containerisation
1 7 (100.00%) Machine Learning
2 4 (57.14%) Agile
2 4 (57.14%) AI
2 4 (57.14%) BDD
2 4 (57.14%) Data Engineering
2 4 (57.14%) Deep Learning
2 4 (57.14%) DevOps
2 4 (57.14%) Generative AI
2 4 (57.14%) GitOps
2 4 (57.14%) LLM
2 4 (57.14%) Microservices
2 4 (57.14%) ModelOps
2 4 (57.14%) Performance Testing
2 4 (57.14%) Scrum
2 4 (57.14%) Secure Coding
2 4 (57.14%) Site Reliability Engineering
2 4 (57.14%) Unit Testing
2 4 (57.14%) Use Case
Programming Languages
1 7 (100.00%) Python
2 4 (57.14%) SQL
Qualifications
1 3 (42.86%) Computer Science Degree
1 3 (42.86%) Degree
1 3 (42.86%) Master's Degree
Quality Assurance & Compliance
1 1 (14.29%) Disclosure Scotland
System Software
1 3 (42.86%) Docker
Systems Management
1 4 (57.14%) Grafana
1 4 (57.14%) Kubernetes
1 4 (57.14%) Kustomize
1 4 (57.14%) Prometheus
2 3 (42.86%) Terraform
Vendors
1 1 (14.29%) Microsoft
TensorFlow jobs