TensorFlow Contract Job Trends in England

Google TensorFlow
UK > England

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

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 502 403 474
Rank change year-on-year -99 +71 +96
Contract jobs citing TensorFlow 106 89 71
As % of all contract jobs in England 0.24% 0.34% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.27% 1.49% 0.89%
Number of daily rates quoted 77 61 43
10th Percentile £458 £450 £425
25th Percentile £500 £500 £478
Median daily rate (50th Percentile) £593 £550 £560
Median % change year-on-year +7.73% -1.79% +1.82%
75th Percentile £713 £675 £650
90th Percentile £825 £763 £768
UK median daily rate £590 £550 £560
% change year-on-year +7.27% -1.79% +1.82%
Number of hourly rates quoted 0 0 4
10th Percentile - - -
25th Percentile - - £46.18
Median hourly rate - - £61.84
75th Percentile - - £79.06
90th Percentile - - £79.63
UK median hourly rate - - £61.84
% change year-on-year - - +33.91%

All Software Libraries and Frameworks
England

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 England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,367 5,963 7,949
As % of all contract IT jobs advertised in England 18.98% 22.50% 21.33%
Number of daily rates quoted 5,516 4,104 5,541
10th Percentile £363 £355 £350
25th Percentile £425 £413 £438
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £638 £650 £675
90th Percentile £738 £780 £800
UK median daily rate £525 £513 £540
% change year-on-year +2.44% -5.09% -1.82%
Number of hourly rates quoted 256 127 266
10th Percentile £30.25 £30.55 £23.80
25th Percentile £51.25 £44.38 £43.00
Median hourly rate £65.00 £57.75 £58.30
Median % change year-on-year +12.55% -0.94% -10.31%
75th Percentile £75.00 £68.00 £70.00
90th Percentile £83.68 £80.41 £74.47
UK median hourly rate £65.00 £55.00 £55.00
% change year-on-year +18.18% - -15.38%

TensorFlow
Job Vacancy Trend in England

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

TensorFlow job vacancy trend in England

TensorFlow
Daily Rate Trend in England

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

Contractor daily rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Daily Rate Histogram in England

Daily rate distribution for jobs citing TensorFlow in England over the 6 months to 5 July 2026.

Daily rate histogram for TensorFlow in England

TensorFlow
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing TensorFlow.

Contractor hourly rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the England region over the 6 months to 5 July 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
London -61 67 £625 +13.64% 80
South East -53 11 £588 +17.50% 14
North of England -77 8 £500 +1.42% 5
South West -18 7 £575 -19.30% 8
Midlands - 7 £500 - 6
Yorkshire -53 5 £475 -3.65%
West Midlands - 5 £525 - 3
East of England -43 2 £550 -15.38% 7
North East - 2 £593 - 1
East Midlands - 2 £425 - 3
North West -49 1 £575 +13.30% 4
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in England 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 11 (10.38%) Apache Spark
2 5 (4.72%) Apache Airflow
2 5 (4.72%) Appian
3 2 (1.89%) Apache
3 2 (1.89%) Luigi
4 1 (0.94%) Jupyter
Applications
1 2 (1.89%) Chatbot
Cloud Services
1 59 (55.66%) Azure
2 52 (49.06%) AWS
3 43 (40.57%) GCP
4 12 (11.32%) Vertex AI
5 9 (8.49%) Google Gemini
6 7 (6.60%) Amazon SageMaker
6 7 (6.60%) Anthropic Claude
6 7 (6.60%) Azure AI
6 7 (6.60%) Azure Data Factory
7 6 (5.66%) Azure Machine Learning
7 6 (5.66%) GitHub
7 6 (5.66%) Power Platform
8 5 (4.72%) Azure DevOps
8 5 (4.72%) LangSmith
8 5 (4.72%) Power Automate
9 4 (3.77%) GitHub Copilot
10 3 (2.83%) Amazon Bedrock
10 3 (2.83%) Snowflake
11 2 (1.89%) Azure AKS
11 2 (1.89%) Azure Synapse Analytics
Database & Business Intelligence
1 14 (13.21%) NoSQL
2 10 (9.43%) Pinecone
3 9 (8.49%) Big Data
4 8 (7.55%) BigQuery
5 7 (6.60%) PostgreSQL
6 6 (5.66%) Hadoop
7 5 (4.72%) MongoDB
7 5 (4.72%) Power BI
7 5 (4.72%) SQL Server
7 5 (4.72%) Weaviate
8 4 (3.77%) Tableau
9 3 (2.83%) Amazon Redshift
9 3 (2.83%) Data Warehouse
9 3 (2.83%) Db2
9 3 (2.83%) Redis
10 2 (1.89%) Apache Cassandra
10 2 (1.89%) Azure SQL Database
10 2 (1.89%) Data Lake
10 2 (1.89%) MySQL
10 2 (1.89%) Neo4j
Development Applications
1 17 (16.04%) MLflow
2 9 (8.49%) Git
3 5 (4.72%) GitLab
4 2 (1.89%) Jenkins
5 1 (0.94%) Ant
5 1 (0.94%) JUnit
5 1 (0.94%) Maven
5 1 (0.94%) REST Assured
5 1 (0.94%) SoapUI
5 1 (0.94%) Visual Studio
General
1 34 (32.08%) Social Skills
2 24 (22.64%) Analytical Skills
3 20 (18.87%) Finance
4 10 (9.43%) Public Sector
5 9 (8.49%) Presentation Skills
6 7 (6.60%) Aviation
7 4 (3.77%) Banking
7 4 (3.77%) Inclusion and Diversity
8 3 (2.83%) Military
8 3 (2.83%) Pharmaceutical
8 3 (2.83%) Retail
9 2 (1.89%) Influencing Skills
9 2 (1.89%) Law
9 2 (1.89%) Legal
9 2 (1.89%) Marketing
10 1 (0.94%) Corporate Banking
10 1 (0.94%) Documentation Skills
10 1 (0.94%) Investment Banking
10 1 (0.94%) Manufacturing
10 1 (0.94%) Retail Banking
Job Titles
1 36 (33.96%) Data Scientist
2 25 (23.58%) Artificial Intelligence Engineer
3 8 (7.55%) Senior
4 7 (6.60%) Developer
4 7 (6.60%) Machine Learning Engineer
5 6 (5.66%) Data Engineer
5 6 (5.66%) Lead
6 5 (4.72%) Architect
6 5 (4.72%) Artificial Intelligence Architect
6 5 (4.72%) Automation Engineer
6 5 (4.72%) Python Engineer
7 3 (2.83%) Cloud Engineer
7 3 (2.83%) Machine Learning Developer
7 3 (2.83%) Software Engineer
8 2 (1.89%) Java Developer
8 2 (1.89%) Python Software Engineer
8 2 (1.89%) Senior Data Engineer
8 2 (1.89%) Senior Data Scientist
8 2 (1.89%) Senior Developer
8 2 (1.89%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 103 (97.17%) PyTorch
2 47 (44.34%) scikit-learn
3 31 (29.25%) Hugging Face
4 23 (21.70%) Pandas
5 22 (20.75%) NumPy
6 17 (16.04%) LangChain
7 11 (10.38%) Keras
8 9 (8.49%) REST
9 7 (6.60%) Faiss
9 7 (6.60%) RESTful
10 6 (5.66%) Django
10 6 (5.66%) FastAPI
10 6 (5.66%) Flask
10 6 (5.66%) Google JAX
10 6 (5.66%) JAX
10 6 (5.66%) OAuth
10 6 (5.66%) Web Services
11 5 (4.72%) pytest
11 5 (4.72%) React
11 5 (4.72%) Swagger
Miscellaneous
1 24 (22.64%) Algorithms
2 7 (6.60%) AI Agents
2 7 (6.60%) Cloud Native
3 6 (5.66%) Legacy Systems
4 5 (4.72%) Low-Code
5 4 (3.77%) Distributed Computing
5 4 (3.77%) Public Cloud
6 2 (1.89%) Data Structures
6 2 (1.89%) Distributed Applications
6 2 (1.89%) Distributed Systems
6 2 (1.89%) Enterprise Software
6 2 (1.89%) Onboarding
6 2 (1.89%) Product Ownership
6 2 (1.89%) SCADA
7 1 (0.94%) Acoustics
7 1 (0.94%) Educational Technology
7 1 (0.94%) Greenfield Project
7 1 (0.94%) Renewable Energy
7 1 (0.94%) Synthetic Data
7 1 (0.94%) Virtual Reality
Operating Systems
1 5 (4.72%) Linux
1 5 (4.72%) Windows
2 3 (2.83%) Android
2 3 (2.83%) Apple iOS
Processes & Methodologies
1 103 (97.17%) Machine Learning
2 83 (78.30%) AI
3 60 (56.60%) Data Science
4 49 (46.23%) Generative AI
5 47 (44.34%) MLOps
6 43 (40.57%) CI/CD
7 42 (39.62%) LLM
8 41 (38.68%) Data Pipeline
9 35 (33.02%) Analytics
10 34 (32.08%) Feature Engineering
11 26 (24.53%) Natural Language Processing
12 24 (22.64%) Containerisation
13 23 (21.70%) Retrieval-Augmented Generation
14 20 (18.87%) Software Engineering
15 18 (16.98%) Data Engineering
16 17 (16.04%) Problem-Solving
16 17 (16.04%) Statistics
17 16 (15.09%) Deep Learning
17 16 (15.09%) Prompt Engineering
17 16 (15.09%) Validation
Programming Languages
1 98 (92.45%) Python
2 30 (28.30%) SQL
3 13 (12.26%) Java
4 11 (10.38%) R
5 3 (2.83%) C#
6 2 (1.89%) C++
6 2 (1.89%) TypeScript
7 1 (0.94%) C
7 1 (0.94%) Go
7 1 (0.94%) JavaScript
7 1 (0.94%) Scala
7 1 (0.94%) SHACL
7 1 (0.94%) Shell Script
7 1 (0.94%) SPARQL
Qualifications
1 18 (16.98%) Security Cleared
2 12 (11.32%) Degree
3 9 (8.49%) SC Cleared
4 6 (5.66%) PhD
5 5 (4.72%) Master's Degree
6 2 (1.89%) Azure Certification
6 2 (1.89%) BPSS Clearance
6 2 (1.89%) Computer Science Degree
6 2 (1.89%) Microsoft Certified Professional
7 1 (0.94%) AWS Certification
7 1 (0.94%) Numerate Degree
Quality Assurance & Compliance
1 10 (9.43%) Data Quality
2 3 (2.83%) Actionable Recommendations
3 2 (1.89%) GDPR
3 2 (1.89%) QA
4 1 (0.94%) ISO/IEC 42001
4 1 (0.94%) NIST
System Software
1 39 (36.79%) Docker
2 2 (1.89%) Apache ZooKeeper
2 2 (1.89%) Slurm Workload Manager
2 2 (1.89%) Virtual Machines
Systems Management
1 41 (38.68%) Kubernetes
2 4 (3.77%) Kubeflow
2 4 (3.77%) Prometheus
3 3 (2.83%) Terraform
4 1 (0.94%) HP Fortify
4 1 (0.94%) Istio
Vendors
1 18 (16.98%) OpenAI
2 11 (10.38%) Google
3 8 (7.55%) Databricks
4 7 (6.60%) UiPath
5 5 (4.72%) Automation Anywhere
6 4 (3.77%) Dynatrace
7 2 (1.89%) Foundry
7 2 (1.89%) IBM
7 2 (1.89%) Siemens
8 1 (0.94%) Dataiku
8 1 (0.94%) DataRobot
8 1 (0.94%) Microsoft
8 1 (0.94%) NVIDIA