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 30 August 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Aug 2026
Same period 2025 Same period 2024
Rank 533 410 457
Rank change year-on-year -123 +47 +46
Contract jobs citing TensorFlow 83 98 73
As % of all contract jobs in England 0.18% 0.35% 0.22%
As % of the Libraries, Frameworks & Software Standards category 0.84% 1.42% 0.90%
Number of daily rates quoted 59 67 43
10th Percentile £414 £413 £356
25th Percentile £475 £471 £447
Median daily rate (50th Percentile) £600 £550 £600
Median % change year-on-year +9.09% -8.33% +9.09%
75th Percentile £738 £644 £675
90th Percentile £825 £763 £770
UK median daily rate £600 £550 £600
% change year-on-year +9.09% -8.33% +9.09%
Number of hourly rates quoted 0 0 5
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - -
90th Percentile - - £66.47
UK median hourly rate - - £46.18

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 9,825 6,909 8,105
As % of all contract IT jobs advertised in England 21.37% 24.90% 24.59%
Number of daily rates quoted 6,474 4,744 5,564
10th Percentile £375 £355 £363
25th Percentile £438 £413 £450
Median daily rate (50th Percentile) £530 £520 £550
Median % change year-on-year +1.92% -5.45% -1.79%
75th Percentile £638 £638 £675
90th Percentile £738 £750 £800
UK median daily rate £525 £513 £550
% change year-on-year +2.44% -6.82% -
Number of hourly rates quoted 265 166 183
10th Percentile £29.44 £31.25 £32.00
25th Percentile £50.00 £42.63 £43.00
Median hourly rate £67.47 £54.79 £62.50
Median % change year-on-year +23.15% -12.34% -2.34%
75th Percentile £75.00 £65.19 £70.00
90th Percentile £88.43 £76.85 £74.49
UK median hourly rate £65.00 £54.00 £61.60
% change year-on-year +20.37% -12.34% -1.44%

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 30 August 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 30 August 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 -88 50 £675 +22.73% 47
South East -61 10 £588 +23.68% 11
South West -36 8 £613 -14.04% 15
North of England -81 6 £475 -2.06% 4
Yorkshire -47 5 £475 +4.40%
Midlands - 3 £425 - 7
East Midlands - 2 £425 - 1
East of England -32 1 - - 9
North West -64 1 £650 +32.65% 4
West Midlands - 1 £425 - 6
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 9 (10.84%) Apache Spark
2 7 (8.43%) Apache Airflow
3 2 (2.41%) Apache
4 1 (1.20%) Luigi
Applications
1 2 (2.41%) Chatbot
Cloud Services
1 39 (46.99%) AWS
2 38 (45.78%) Azure
3 34 (40.96%) GCP
4 7 (8.43%) Vertex AI
5 6 (7.23%) Amazon SageMaker
5 6 (7.23%) LangSmith
6 5 (6.02%) Azure Machine Learning
6 5 (6.02%) Google Gemini
7 4 (4.82%) Amazon Bedrock
7 4 (4.82%) Snowflake
8 3 (3.61%) Azure DevOps
8 3 (3.61%) GitHub
8 3 (3.61%) Power Platform
8 3 (3.61%) Prefect
9 2 (2.41%) Azure Data Factory
9 2 (2.41%) Azure Databricks
9 2 (2.41%) Azure Synapse Analytics
9 2 (2.41%) Cloud Run
9 2 (2.41%) GitHub Actions
9 2 (2.41%) Google Kubernetes Engine
Communications & Networking
1 4 (4.82%) Broadband
Database & Business Intelligence
1 7 (8.43%) BigQuery
1 7 (8.43%) NoSQL
2 6 (7.23%) Big Data
3 4 (4.82%) Metadata
3 4 (4.82%) Redis
4 3 (3.61%) Data Warehouse
4 3 (3.61%) Hadoop
4 3 (3.61%) Power BI
4 3 (3.61%) Tableau
5 2 (2.41%) Amazon Redshift
5 2 (2.41%) Azure SQL Database
5 2 (2.41%) Data Lake
5 2 (2.41%) Electronic Patient Records
5 2 (2.41%) Milvus
5 2 (2.41%) Parquet
5 2 (2.41%) Pinecone
5 2 (2.41%) Weaviate
6 1 (1.20%) Apache Cassandra
6 1 (1.20%) MongoDB
6 1 (1.20%) MySQL
Development Applications
1 9 (10.84%) MLflow
2 5 (6.02%) GitLab
3 4 (4.82%) Git
4 2 (2.41%) Jenkins
5 1 (1.20%) Visual Studio
General
1 25 (30.12%) Analytical Skills
2 24 (28.92%) Social Skills
3 9 (10.84%) Finance
4 7 (8.43%) Public Sector
5 6 (7.23%) Presentation Skills
6 5 (6.02%) Aviation
7 4 (4.82%) Pharmaceutical
8 3 (3.61%) Inclusion and Diversity
9 2 (2.41%) Banking
9 2 (2.41%) Law
9 2 (2.41%) Legal
9 2 (2.41%) Military
10 1 (1.20%) Financial Institution
10 1 (1.20%) Front Office
10 1 (1.20%) Health Technology
Job Titles
1 24 (28.92%) Data Scientist
2 16 (19.28%) Artificial Intelligence Engineer
3 12 (14.46%) Machine Learning Engineer
4 7 (8.43%) Developer
5 5 (6.02%) Lead
5 5 (6.02%) Senior
6 4 (4.82%) Cloud Engineer
6 4 (4.82%) Python Developer
6 4 (4.82%) Software Engineer
7 3 (3.61%) Data Engineer
7 3 (3.61%) Principal Engineer
7 3 (3.61%) Senior Developer
8 2 (2.41%) Architect
8 2 (2.41%) Artificial Intelligence Architect
8 2 (2.41%) Artificial Intelligence Developer
8 2 (2.41%) Azure Engineer
8 2 (2.41%) Full-Stack Engineer
8 2 (2.41%) Java Developer
8 2 (2.41%) Machine Learning Developer
8 2 (2.41%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 80 (96.39%) PyTorch
2 35 (42.17%) scikit-learn
3 14 (16.87%) NumPy
3 14 (16.87%) Pandas
4 11 (13.25%) Hugging Face
4 11 (13.25%) LangChain
5 8 (9.64%) Google JAX
5 8 (9.64%) JAX
6 6 (7.23%) FastAPI
7 4 (4.82%) Kafka
7 4 (4.82%) SciPy
7 4 (4.82%) Terraform
8 3 (3.61%) LlamaIndex
8 3 (3.61%) Matplotlib
8 3 (3.61%) Model Context Protocol
8 3 (3.61%) RabbitMQ
8 3 (3.61%) Seaborn
9 2 (2.41%) CrewAI
9 2 (2.41%) LangGraph
9 2 (2.41%) Qwen
Miscellaneous
1 12 (14.46%) Cloud Native
2 10 (12.05%) AI Agents
2 10 (12.05%) Algorithms
3 5 (6.02%) Video\Live Streaming
4 4 (4.82%) Distributed Computing
4 4 (4.82%) Distributed Systems
5 3 (3.61%) Public Cloud
6 2 (2.41%) Data Structures
6 2 (2.41%) Distributed Applications
6 2 (2.41%) Enterprise Software
6 2 (2.41%) Genomics
6 2 (2.41%) Molecular Biology
6 2 (2.41%) SCADA
6 2 (2.41%) Social Media
7 1 (1.20%) Educational Technology
7 1 (1.20%) Fixed Income
7 1 (1.20%) Greenfield Project
7 1 (1.20%) Legacy Systems
7 1 (1.20%) Onboarding
7 1 (1.20%) Over-the-Top Content
Operating Systems
1 1 (1.20%) Linux
Processes & Methodologies
1 80 (96.39%) Machine Learning
2 63 (75.90%) AI
3 48 (57.83%) Data Science
4 39 (46.99%) MLOps
5 36 (43.37%) Generative AI
6 34 (40.96%) CI/CD
7 31 (37.35%) Data Pipeline
8 28 (33.73%) LLM
9 23 (27.71%) Software Engineering
10 22 (26.51%) Analytics
11 19 (22.89%) Feature Engineering
12 17 (20.48%) Containerisation
12 17 (20.48%) Retrieval-Augmented Generation
13 16 (19.28%) Problem-Solving
14 14 (16.87%) Agile
15 13 (15.66%) Data Engineering
15 13 (15.66%) Performance Optimisation
15 13 (15.66%) Statistics
16 12 (14.46%) Actionable Insight
17 11 (13.25%) Visualisation
Programming Languages
1 76 (91.57%) Python
2 20 (24.10%) SQL
3 11 (13.25%) Java
4 6 (7.23%) R
5 3 (3.61%) C#
5 3 (3.61%) C++
6 2 (2.41%) Ruby
6 2 (2.41%) TypeScript
7 1 (1.20%) C
7 1 (1.20%) Go
7 1 (1.20%) JavaScript
7 1 (1.20%) Scala
7 1 (1.20%) Shell Script
Qualifications
1 16 (19.28%) Security Cleared
2 11 (13.25%) Degree
2 11 (13.25%) SC Cleared
3 7 (8.43%) Master's Degree
4 6 (7.23%) Computer Science Degree
5 3 (3.61%) PhD
6 2 (2.41%) Azure Certification
6 2 (2.41%) Microsoft Certified Professional
7 1 (1.20%) AWS Certification
7 1 (1.20%) DV Cleared
7 1 (1.20%) Numerate Degree
Quality Assurance & Compliance
1 3 (3.61%) Actionable Recommendations
1 3 (3.61%) Data Quality
2 1 (1.20%) GDPR
2 1 (1.20%) QA
System Software
1 22 (26.51%) Docker
2 2 (2.41%) Apache ZooKeeper
2 2 (2.41%) Slurm Workload Manager
Systems Management
1 24 (28.92%) Kubernetes
2 5 (6.02%) Kubeflow
2 5 (6.02%) Prometheus
3 1 (1.20%) Istio
Vendors
1 10 (12.05%) Google
2 6 (7.23%) Databricks
3 5 (6.02%) Dynatrace
3 5 (6.02%) OpenAI
4 2 (2.41%) Microsoft
4 2 (2.41%) UiPath
5 1 (1.20%) Dataiku
5 1 (1.20%) DataRobot
5 1 (1.20%) Foundry
5 1 (1.20%) NVIDIA