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 27 September 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Sep 2026
Same period 2025 Same period 2024
Rank 563 422 447
Rank change year-on-year -141 +25 +57
Contract jobs citing TensorFlow 72 102 76
As % of all contract jobs in England 0.16% 0.37% 0.23%
As % of the Libraries, Frameworks & Software Standards category 0.73% 1.44% 0.94%
Number of daily rates quoted 50 69 45
10th Percentile £400 £400 £357
25th Percentile £463 £463 £463
Median daily rate (50th Percentile) £563 £525 £600
Median % change year-on-year +7.14% -12.50% +9.09%
75th Percentile £738 £625 £675
90th Percentile £814 £695 £765
UK median daily rate £550 £550 £600
% change year-on-year - -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 9,841 7,108 8,103
As % of all contract IT jobs advertised in England 21.23% 25.45% 24.78%
Number of daily rates quoted 6,484 4,826 5,333
10th Percentile £380 £354 £363
25th Percentile £446 £413 £450
Median daily rate (50th Percentile) £535 £519 £550
Median % change year-on-year +3.08% -5.64% -0.90%
75th Percentile £638 £638 £666
90th Percentile £738 £738 £800
UK median daily rate £525 £513 £550
% change year-on-year +2.44% -6.82% -
Number of hourly rates quoted 260 171 179
10th Percentile £29.07 £31.25 £27.60
25th Percentile £53.90 £42.75 £43.00
Median hourly rate £65.83 £55.00 £63.36
Median % change year-on-year +19.69% -13.19% +5.59%
75th Percentile £77.00 £65.00 £70.00
90th Percentile £90.10 £70.00 £74.57
UK median hourly rate £65.00 £54.35 £61.60
% change year-on-year +19.60% -11.77% +2.67%

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 27 September 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 27 September 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 -93 46 £625 +13.64% 247
South East -72 7 £900 +89.47% 24
South West -27 6 £563 +2.27% 33
North of England -75 6 £475 -1.04% 17
Yorkshire -52 4 £475 -2.86% 1
Midlands - 3 £425 - 15
North West -54 2 £650 +40.54% 14
East Midlands - 2 £425 - 6
East of England -32 1 - - 30
West Midlands - 1 £425 - 9
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 6 (8.33%) Apache Spark
2 5 (6.94%) Apache Airflow
3 2 (2.78%) Apache
4 1 (1.39%) Jupyter
4 1 (1.39%) Luigi
Applications
1 2 (2.78%) Chatbot
Cloud Services
1 31 (43.06%) AWS
1 31 (43.06%) Azure
2 27 (37.50%) GCP
3 7 (9.72%) Amazon SageMaker
3 7 (9.72%) Vertex AI
4 6 (8.33%) Azure Machine Learning
4 6 (8.33%) LangSmith
5 5 (6.94%) GitHub
5 5 (6.94%) Google Gemini
6 4 (5.56%) Amazon Bedrock
6 4 (5.56%) Azure DevOps
6 4 (5.56%) GitHub Actions
6 4 (5.56%) Snowflake
7 3 (4.17%) Prefect
8 2 (2.78%) Azure Data Factory
8 2 (2.78%) Azure Databricks
8 2 (2.78%) Azure Synapse Analytics
8 2 (2.78%) Cloud Run
8 2 (2.78%) Google Kubernetes Engine
9 1 (1.39%) Azure App Service
Communications & Networking
1 4 (5.56%) Broadband
Database & Business Intelligence
1 7 (9.72%) BigQuery
1 7 (9.72%) NoSQL
2 5 (6.94%) Metadata
3 4 (5.56%) Redis
4 3 (4.17%) Big Data
5 2 (2.78%) Amazon Redshift
5 2 (2.78%) Azure SQL Database
5 2 (2.78%) Data Lake
5 2 (2.78%) Data Warehouse
5 2 (2.78%) Electronic Patient Records
5 2 (2.78%) Hadoop
5 2 (2.78%) Milvus
5 2 (2.78%) Parquet
5 2 (2.78%) Pinecone
5 2 (2.78%) PostgreSQL
5 2 (2.78%) Weaviate
6 1 (1.39%) MongoDB
6 1 (1.39%) MySQL
6 1 (1.39%) Power BI
6 1 (1.39%) Snowflake Schema
Development Applications
1 9 (12.50%) MLflow
2 5 (6.94%) Git
2 5 (6.94%) GitLab
3 2 (2.78%) Jenkins
4 1 (1.39%) Claude Code
4 1 (1.39%) Visual Studio
General
1 23 (31.94%) Social Skills
2 17 (23.61%) Analytical Skills
3 9 (12.50%) Finance
4 5 (6.94%) Public Sector
5 4 (5.56%) Presentation Skills
6 3 (4.17%) Inclusion and Diversity
7 2 (2.78%) Aviation
7 2 (2.78%) Banking
7 2 (2.78%) Law
7 2 (2.78%) Legal
7 2 (2.78%) Military
7 2 (2.78%) Pharmaceutical
8 1 (1.39%) Financial Institution
8 1 (1.39%) Health Technology
Job Titles
1 18 (25.00%) Data Scientist
2 15 (20.83%) Artificial Intelligence Engineer
3 12 (16.67%) Machine Learning Engineer
4 10 (13.89%) Senior
5 7 (9.72%) Developer
6 5 (6.94%) Lead
7 4 (5.56%) Cloud Engineer
7 4 (5.56%) Software Engineer
8 3 (4.17%) Data Engineer
8 3 (4.17%) Principal Engineer
8 3 (4.17%) Python Developer
8 3 (4.17%) Senior Developer
9 2 (2.78%) Agentic Artificial Intelligence Engineer
9 2 (2.78%) Architect
9 2 (2.78%) Artificial Intelligence Architect
9 2 (2.78%) Azure Engineer
9 2 (2.78%) Full-Stack Engineer
9 2 (2.78%) Java Developer
9 2 (2.78%) Machine Learning Developer
9 2 (2.78%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 70 (97.22%) PyTorch
2 30 (41.67%) scikit-learn
3 14 (19.44%) Hugging Face
3 14 (19.44%) NumPy
3 14 (19.44%) Pandas
4 11 (15.28%) LangChain
5 7 (9.72%) FastAPI
6 6 (8.33%) Terraform
7 5 (6.94%) Google JAX
7 5 (6.94%) JAX
8 4 (5.56%) Kafka
8 4 (5.56%) SciPy
9 3 (4.17%) LlamaIndex
9 3 (4.17%) Model Context Protocol
9 3 (4.17%) RabbitMQ
10 2 (2.78%) CrewAI
10 2 (2.78%) LangGraph
10 2 (2.78%) Matplotlib
10 2 (2.78%) Qwen
10 2 (2.78%) TFX
Miscellaneous
1 12 (16.67%) Cloud Native
2 10 (13.89%) AI Agents
3 7 (9.72%) Algorithms
4 5 (6.94%) Video\Live Streaming
5 4 (5.56%) Distributed Computing
5 4 (5.56%) Distributed Systems
6 3 (4.17%) Public Cloud
7 2 (2.78%) Data Structures
7 2 (2.78%) Distributed Applications
7 2 (2.78%) Enterprise Software
7 2 (2.78%) Genomics
7 2 (2.78%) Molecular Biology
7 2 (2.78%) SCADA
7 2 (2.78%) Social Media
8 1 (1.39%) Educational Technology
8 1 (1.39%) Greenfield Project
8 1 (1.39%) Legacy Systems
8 1 (1.39%) Onboarding
8 1 (1.39%) Over-the-Top Content
8 1 (1.39%) Virtual Team
Operating Systems
1 1 (1.39%) Linux
Processes & Methodologies
1 71 (98.61%) Machine Learning
2 56 (77.78%) AI
3 40 (55.56%) Data Science
4 37 (51.39%) MLOps
5 36 (50.00%) Generative AI
6 35 (48.61%) CI/CD
7 31 (43.06%) LLM
8 28 (38.89%) Data Pipeline
9 22 (30.56%) Software Engineering
10 20 (27.78%) Containerisation
10 20 (27.78%) Retrieval-Augmented Generation
11 17 (23.61%) Analytics
12 13 (18.06%) Agile
12 13 (18.06%) Feature Engineering
13 12 (16.67%) Performance Optimisation
13 12 (16.67%) Statistics
14 11 (15.28%) Deep Learning
14 11 (15.28%) Mentoring
14 11 (15.28%) Observability
14 11 (15.28%) Problem-Solving
Programming Languages
1 68 (94.44%) Python
2 18 (25.00%) SQL
3 9 (12.50%) Java
4 4 (5.56%) R
5 3 (4.17%) C++
6 2 (2.78%) Ruby
6 2 (2.78%) TypeScript
7 1 (1.39%) Bicep
7 1 (1.39%) C
7 1 (1.39%) C#
7 1 (1.39%) Go
7 1 (1.39%) JavaScript
7 1 (1.39%) Scala
7 1 (1.39%) Shell Script
Qualifications
1 13 (18.06%) Security Cleared
2 9 (12.50%) SC Cleared
3 8 (11.11%) Degree
4 6 (8.33%) Computer Science Degree
5 5 (6.94%) Master's Degree
6 3 (4.17%) PhD
7 2 (2.78%) Azure Certification
7 2 (2.78%) Microsoft Certified Professional
8 1 (1.39%) AWS Certification
8 1 (1.39%) DV Cleared
Quality Assurance & Compliance
1 2 (2.78%) Data Quality
1 2 (2.78%) QA
2 1 (1.39%) Actionable Recommendations
2 1 (1.39%) GDPR
System Software
1 22 (30.56%) Docker
2 2 (2.78%) Apache ZooKeeper
2 2 (2.78%) Slurm Workload Manager
Systems Management
1 24 (33.33%) Kubernetes
2 5 (6.94%) Prometheus
3 2 (2.78%) Kubeflow
4 1 (1.39%) Istio
Vendors
1 7 (9.72%) Google
2 6 (8.33%) Databricks
3 5 (6.94%) Dynatrace
3 5 (6.94%) OpenAI
4 2 (2.78%) Microsoft
5 1 (1.39%) Dataiku
5 1 (1.39%) DataRobot
5 1 (1.39%) Foundry