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

6 months to
16 Aug 2026
Same period 2025 Same period 2024
Rank 536 412 449
Rank change year-on-year -124 +37 +72
Contract jobs citing TensorFlow 90 94 70
As % of all contract jobs in England 0.20% 0.34% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.06% 1.54% 0.95%
Number of daily rates quoted 66 63 40
10th Percentile £432 £414 £376
25th Percentile £475 £489 £486
Median daily rate (50th Percentile) £575 £550 £600
Median % change year-on-year +4.55% -8.33% +9.09%
75th Percentile £738 £650 £684
90th Percentile £825 £763 £781
UK median daily rate £575 £550 £600
% change year-on-year +4.55% -8.33% +9.09%
Number of hourly rates quoted 0 0 6
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - £70.61
90th Percentile - - £79.38
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 8,502 6,121 7,338
As % of all contract IT jobs advertised in England 18.54% 22.02% 22.11%
Number of daily rates quoted 5,556 4,186 5,034
10th Percentile £365 £350 £360
25th Percentile £431 £413 £450
Median daily rate (50th Percentile) £525 £514 £550
Median % change year-on-year +2.14% -6.55% -
75th Percentile £638 £638 £675
90th Percentile £738 £750 £816
UK median daily rate £525 £500 £550
% change year-on-year +5.00% -9.09% -
Number of hourly rates quoted 247 158 225
10th Percentile £28.79 £31.25 £24.51
25th Percentile £46.53 £43.00 £43.00
Median hourly rate £65.00 £55.00 £56.25
Median % change year-on-year +18.18% -2.22% -6.25%
75th Percentile £73.00 £67.00 £70.00
90th Percentile £81.70 £81.01 £74.44
UK median hourly rate £65.00 £54.88 £50.00
% change year-on-year +18.45% +9.75% -16.67%

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 16 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 16 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 -79 54 £638 +13.33% 142
South East -72 10 £575 +15.00% 15
South West -43 8 £613 -14.04% 14
North of England -83 6 £475 -3.06% 17
Midlands - 6 £475 - 12
Yorkshire -44 5 £475 -2.06%
West Midlands - 4 £538 - 11
East Midlands - 2 £425 - 1
East of England -31 1 - - 14
North West -48 1 £650 +28.08% 15
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 10 (11.11%) Apache Spark
2 8 (8.89%) Apache Airflow
3 2 (2.22%) Apache
4 1 (1.11%) Luigi
Applications
1 2 (2.22%) Chatbot
Cloud Services
1 46 (51.11%) AWS
2 43 (47.78%) Azure
3 38 (42.22%) GCP
4 8 (8.89%) Vertex AI
5 7 (7.78%) Amazon SageMaker
5 7 (7.78%) Azure Machine Learning
6 6 (6.67%) LangSmith
7 5 (5.56%) Google Gemini
7 5 (5.56%) Snowflake
8 4 (4.44%) Amazon Bedrock
8 4 (4.44%) Power Platform
9 3 (3.33%) Azure DevOps
9 3 (3.33%) GitHub
9 3 (3.33%) Prefect
10 2 (2.22%) Azure Data Factory
10 2 (2.22%) Azure Synapse Analytics
10 2 (2.22%) dbt
10 2 (2.22%) GitHub Actions
11 1 (1.11%) Azure Storage
11 1 (1.11%) Cloud Run
Communications & Networking
1 3 (3.33%) Broadband
Database & Business Intelligence
1 9 (10.00%) BigQuery
2 7 (7.78%) Big Data
2 7 (7.78%) NoSQL
3 4 (4.44%) Data Warehouse
3 4 (4.44%) Hadoop
3 4 (4.44%) Power BI
3 4 (4.44%) Redis
3 4 (4.44%) Tableau
4 3 (3.33%) Amazon Redshift
4 3 (3.33%) Metadata
5 2 (2.22%) Azure SQL Database
5 2 (2.22%) Data Lake
5 2 (2.22%) Parquet
5 2 (2.22%) Pinecone
5 2 (2.22%) Weaviate
6 1 (1.11%) Apache Cassandra
6 1 (1.11%) MongoDB
6 1 (1.11%) MySQL
6 1 (1.11%) PostgreSQL
6 1 (1.11%) Snowflake Schema
Development Applications
1 10 (11.11%) MLflow
2 7 (7.78%) Git
3 5 (5.56%) GitLab
4 2 (2.22%) Jenkins
5 1 (1.11%) Visual Studio
General
1 27 (30.00%) Analytical Skills
2 26 (28.89%) Social Skills
3 9 (10.00%) Finance
4 8 (8.89%) Public Sector
5 6 (6.67%) Presentation Skills
6 5 (5.56%) Aviation
7 3 (3.33%) Inclusion and Diversity
7 3 (3.33%) Pharmaceutical
8 2 (2.22%) Banking
8 2 (2.22%) Law
8 2 (2.22%) Legal
8 2 (2.22%) Military
9 1 (1.11%) Financial Institution
9 1 (1.11%) Front Office
9 1 (1.11%) Marketing
9 1 (1.11%) Retail
Job Titles
1 27 (30.00%) Data Scientist
2 16 (17.78%) Artificial Intelligence Engineer
3 12 (13.33%) Machine Learning Engineer
4 10 (11.11%) Developer
5 7 (7.78%) Senior
6 5 (5.56%) Data Engineer
6 5 (5.56%) Lead
6 5 (5.56%) Machine Learning Developer
7 4 (4.44%) Cloud Engineer
7 4 (4.44%) Python Developer
8 3 (3.33%) Python Engineer
8 3 (3.33%) Senior Developer
9 2 (2.22%) Architect
9 2 (2.22%) Artificial Intelligence Architect
9 2 (2.22%) Artificial Intelligence Developer
9 2 (2.22%) Azure Engineer
9 2 (2.22%) Full-Stack Engineer
9 2 (2.22%) Java Developer
9 2 (2.22%) Principal Engineer
9 2 (2.22%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 86 (95.56%) PyTorch
2 41 (45.56%) scikit-learn
3 17 (18.89%) Pandas
4 16 (17.78%) NumPy
5 14 (15.56%) Hugging Face
6 12 (13.33%) LangChain
7 5 (5.56%) Google JAX
7 5 (5.56%) JAX
8 4 (4.44%) Kafka
8 4 (4.44%) Matplotlib
8 4 (4.44%) SciPy
8 4 (4.44%) Seaborn
9 3 (3.33%) FastAPI
9 3 (3.33%) LlamaIndex
9 3 (3.33%) Model Context Protocol
9 3 (3.33%) RabbitMQ
10 2 (2.22%) Ehcache
10 2 (2.22%) JSON
10 2 (2.22%) LangGraph
10 2 (2.22%) RESTful
Miscellaneous
1 16 (17.78%) Algorithms
2 9 (10.00%) AI Agents
2 9 (10.00%) Cloud Native
3 4 (4.44%) Distributed Computing
3 4 (4.44%) Distributed Systems
3 4 (4.44%) Public Cloud
3 4 (4.44%) Video\Live Streaming
4 2 (2.22%) Data Structures
4 2 (2.22%) Distributed Applications
4 2 (2.22%) Enterprise Software
4 2 (2.22%) SCADA
4 2 (2.22%) Social Media
5 1 (1.11%) Analytical Mindset
5 1 (1.11%) Educational Technology
5 1 (1.11%) Greenfield Project
5 1 (1.11%) Legacy Systems
5 1 (1.11%) Onboarding
5 1 (1.11%) Over-the-Top Content
5 1 (1.11%) Product Ownership
5 1 (1.11%) Renewable Energy
Operating Systems
1 1 (1.11%) Linux
Processes & Methodologies
1 87 (96.67%) Machine Learning
2 65 (72.22%) AI
3 51 (56.67%) Data Science
4 41 (45.56%) MLOps
5 38 (42.22%) Generative AI
6 36 (40.00%) CI/CD
7 35 (38.89%) Data Pipeline
8 31 (34.44%) LLM
9 24 (26.67%) Analytics
10 22 (24.44%) Feature Engineering
11 21 (23.33%) Software Engineering
12 18 (20.00%) Containerisation
12 18 (20.00%) Problem-Solving
13 17 (18.89%) Retrieval-Augmented Generation
14 14 (15.56%) Statistics
15 13 (14.44%) Agile
15 13 (14.44%) Data Engineering
16 12 (13.33%) Actionable Insight
16 12 (13.33%) Visualisation
17 11 (12.22%) Computer Science
Programming Languages
1 83 (92.22%) Python
2 23 (25.56%) SQL
3 11 (12.22%) Java
4 8 (8.89%) R
5 3 (3.33%) C#
5 3 (3.33%) C++
6 2 (2.22%) Ruby
6 2 (2.22%) TypeScript
7 1 (1.11%) C
7 1 (1.11%) Go
7 1 (1.11%) JavaScript
7 1 (1.11%) Scala
Qualifications
1 17 (18.89%) Security Cleared
2 12 (13.33%) Degree
2 12 (13.33%) SC Cleared
3 8 (8.89%) Master's Degree
4 6 (6.67%) Computer Science Degree
5 4 (4.44%) PhD
6 2 (2.22%) Azure Certification
6 2 (2.22%) Microsoft Certified Professional
7 1 (1.11%) AWS Certification
7 1 (1.11%) DV Cleared
7 1 (1.11%) Numerate Degree
Quality Assurance & Compliance
1 5 (5.56%) Data Quality
2 3 (3.33%) Actionable Recommendations
3 1 (1.11%) GDPR
3 1 (1.11%) QA
System Software
1 27 (30.00%) Docker
2 2 (2.22%) Apache ZooKeeper
2 2 (2.22%) Slurm Workload Manager
Systems Management
1 23 (25.56%) Kubernetes
2 6 (6.67%) Kubeflow
3 5 (5.56%) Prometheus
4 3 (3.33%) Terraform
5 1 (1.11%) Istio
Vendors
1 9 (10.00%) Google
2 8 (8.89%) Databricks
3 5 (5.56%) Dynatrace
3 5 (5.56%) OpenAI
4 2 (2.22%) Foundry
4 2 (2.22%) Microsoft
4 2 (2.22%) Siemens
4 2 (2.22%) UiPath
5 1 (1.11%) Dataiku
5 1 (1.11%) DataRobot
5 1 (1.11%) NVIDIA