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

6 months to
2 Aug 2026
Same period 2025 Same period 2024
Rank 518 414 468
Rank change year-on-year -104 +54 +49
Contract jobs citing TensorFlow 100 92 65
As % of all contract jobs in England 0.22% 0.33% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.17% 1.49% 0.89%
Number of daily rates quoted 71 62 37
10th Percentile £450 £421 £372
25th Percentile £503 £494 £481
Median daily rate (50th Percentile) £600 £550 £600
Median % change year-on-year +9.09% -8.33% +9.09%
75th Percentile £738 £659 £675
90th Percentile £825 £763 £800
UK median daily rate £600 £550 £594
% change year-on-year +9.09% -7.37% +7.95%
Number of hourly rates quoted 0 0 5
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - £78.75
90th Percentile - - £79.50
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 8,532 6,172 7,313
As % of all contract IT jobs advertised in England 18.74% 22.23% 21.81%
Number of daily rates quoted 5,586 4,257 5,081
10th Percentile £363 £350 £360
25th Percentile £431 £413 £450
Median daily rate (50th Percentile) £525 £515 £550
Median % change year-on-year +1.94% -6.36% -
75th Percentile £638 £650 £675
90th Percentile £750 £775 £813
UK median daily rate £525 £505 £550
% change year-on-year +3.96% -8.18% -
Number of hourly rates quoted 250 146 231
10th Percentile £29.00 £31.25 £24.00
25th Percentile £47.60 £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 £73.94 £67.00 £70.00
90th Percentile £81.36 £79.35 £74.44
UK median hourly rate £65.00 £55.00 £53.75
% change year-on-year +18.18% +2.33% -10.42%

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 2 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 2 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 -51 63 £650 +18.18% 118
South East -68 10 £600 +20.00% 19
South West -32 8 £613 -14.04% 11
North of England -76 7 £475 -3.06% 10
Midlands - 6 £475 - 5
Yorkshire -44 5 £475 -2.06%
West Midlands - 4 £538 - 4
North West -60 2 £613 +20.69% 10
East Midlands - 2 £425 - 1
East of England -25 1 - - 18
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 (10.00%) Apache Spark
2 6 (6.00%) Apache Airflow
3 2 (2.00%) Apache
3 2 (2.00%) Appian
4 1 (1.00%) Luigi
Applications
1 2 (2.00%) Chatbot
Cloud Services
1 51 (51.00%) AWS
2 49 (49.00%) Azure
3 42 (42.00%) GCP
4 10 (10.00%) Vertex AI
5 8 (8.00%) Amazon SageMaker
6 7 (7.00%) Azure Machine Learning
6 7 (7.00%) Google Gemini
7 6 (6.00%) GitHub
7 6 (6.00%) LangSmith
8 5 (5.00%) Power Platform
9 4 (4.00%) Amazon Bedrock
9 4 (4.00%) Azure Data Factory
9 4 (4.00%) GitHub Copilot
9 4 (4.00%) Snowflake
10 3 (3.00%) Anthropic Claude
10 3 (3.00%) Azure DevOps
11 2 (2.00%) Azure AI
11 2 (2.00%) IBM Cloud
11 2 (2.00%) Power Automate
11 2 (2.00%) Prefect
Communications & Networking
1 2 (2.00%) Broadband
Database & Business Intelligence
1 10 (10.00%) NoSQL
2 8 (8.00%) Big Data
2 8 (8.00%) BigQuery
3 5 (5.00%) Pinecone
4 4 (4.00%) Hadoop
4 4 (4.00%) MongoDB
4 4 (4.00%) PostgreSQL
4 4 (4.00%) Power BI
4 4 (4.00%) Redis
4 4 (4.00%) Tableau
5 3 (3.00%) Data Warehouse
5 3 (3.00%) Db2
5 3 (3.00%) Weaviate
6 2 (2.00%) Amazon Redshift
6 2 (2.00%) Azure SQL Database
6 2 (2.00%) Data Lake
6 2 (2.00%) Metadata
6 2 (2.00%) Neo4j
6 2 (2.00%) Parquet
6 2 (2.00%) SQL Server
Development Applications
1 12 (12.00%) MLflow
2 8 (8.00%) Git
3 5 (5.00%) GitLab
4 2 (2.00%) Jenkins
5 1 (1.00%) Ant
5 1 (1.00%) JUnit
5 1 (1.00%) Maven
5 1 (1.00%) REST Assured
5 1 (1.00%) SoapUI
5 1 (1.00%) Visual Studio
General
1 33 (33.00%) Social Skills
2 28 (28.00%) Analytical Skills
3 12 (12.00%) Finance
4 9 (9.00%) Presentation Skills
5 8 (8.00%) Public Sector
6 7 (7.00%) Aviation
7 4 (4.00%) Banking
8 3 (3.00%) Inclusion and Diversity
8 3 (3.00%) Military
8 3 (3.00%) Pharmaceutical
8 3 (3.00%) Retail
9 2 (2.00%) Law
9 2 (2.00%) Legal
9 2 (2.00%) Marketing
10 1 (1.00%) Automotive
10 1 (1.00%) Corporate Banking
10 1 (1.00%) Financial Institution
10 1 (1.00%) Investment Banking
10 1 (1.00%) Manufacturing
10 1 (1.00%) Retail Banking
Job Titles
1 34 (34.00%) Data Scientist
2 19 (19.00%) Artificial Intelligence Engineer
3 10 (10.00%) Machine Learning Engineer
4 9 (9.00%) Developer
5 8 (8.00%) Senior
6 6 (6.00%) Lead
7 5 (5.00%) Machine Learning Developer
8 4 (4.00%) Architect
8 4 (4.00%) Artificial Intelligence Architect
8 4 (4.00%) Cloud Engineer
8 4 (4.00%) Data Engineer
8 4 (4.00%) Python Developer
9 3 (3.00%) Python Engineer
9 3 (3.00%) Senior Developer
10 2 (2.00%) Automation Engineer
10 2 (2.00%) Full-Stack Engineer
10 2 (2.00%) Java Developer
10 2 (2.00%) Senior Data Scientist
10 2 (2.00%) Senior Java Developer
11 1 (1.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 96 (96.00%) PyTorch
2 44 (44.00%) scikit-learn
3 21 (21.00%) Hugging Face
4 19 (19.00%) Pandas
5 18 (18.00%) NumPy
6 13 (13.00%) LangChain
7 7 (7.00%) Keras
8 6 (6.00%) Google JAX
8 6 (6.00%) JAX
9 5 (5.00%) FastAPI
9 5 (5.00%) LlamaIndex
9 5 (5.00%) Model Context Protocol
9 5 (5.00%) React
9 5 (5.00%) REST
10 4 (4.00%) Kafka
10 4 (4.00%) LangGraph
10 4 (4.00%) Matplotlib
10 4 (4.00%) RESTful
10 4 (4.00%) SciPy
10 4 (4.00%) Seaborn
Miscellaneous
1 20 (20.00%) Algorithms
2 10 (10.00%) AI Agents
3 9 (9.00%) Cloud Native
4 4 (4.00%) Distributed Computing
4 4 (4.00%) Distributed Systems
4 4 (4.00%) Public Cloud
5 3 (3.00%) Legacy Systems
5 3 (3.00%) Video\Live Streaming
6 2 (2.00%) Data Structures
6 2 (2.00%) Distributed Applications
6 2 (2.00%) Enterprise Software
6 2 (2.00%) Low-Code
6 2 (2.00%) Product Ownership
6 2 (2.00%) SCADA
6 2 (2.00%) Social Media
7 1 (1.00%) Educational Technology
7 1 (1.00%) Greenfield Project
7 1 (1.00%) Onboarding
7 1 (1.00%) Renewable Energy
7 1 (1.00%) Synthetic Data
Operating Systems
1 4 (4.00%) Linux
1 4 (4.00%) Windows
2 3 (3.00%) Android
2 3 (3.00%) Apple iOS
Processes & Methodologies
1 97 (97.00%) Machine Learning
2 74 (74.00%) AI
3 57 (57.00%) Data Science
4 44 (44.00%) Generative AI
4 44 (44.00%) MLOps
5 39 (39.00%) LLM
6 38 (38.00%) CI/CD
7 36 (36.00%) Data Pipeline
8 32 (32.00%) Analytics
9 30 (30.00%) Feature Engineering
10 21 (21.00%) Containerisation
10 21 (21.00%) Software Engineering
11 20 (20.00%) Retrieval-Augmented Generation
12 19 (19.00%) Problem-Solving
12 19 (19.00%) Statistics
13 16 (16.00%) Data Engineering
13 16 (16.00%) Natural Language Processing
14 15 (15.00%) Computer Science
14 15 (15.00%) Validation
15 13 (13.00%) Agile
Programming Languages
1 93 (93.00%) Python
2 27 (27.00%) SQL
3 11 (11.00%) Java
4 9 (9.00%) R
5 3 (3.00%) C#
6 2 (2.00%) C++
6 2 (2.00%) Ruby
6 2 (2.00%) TypeScript
7 1 (1.00%) C
7 1 (1.00%) Go
7 1 (1.00%) JavaScript
7 1 (1.00%) Scala
7 1 (1.00%) SHACL
7 1 (1.00%) SPARQL
Qualifications
1 17 (17.00%) Degree
1 17 (17.00%) Security Cleared
2 11 (11.00%) SC Cleared
3 9 (9.00%) Master's Degree
3 9 (9.00%) PhD
4 6 (6.00%) Computer Science Degree
5 3 (3.00%) Microsoft Certified Professional
6 2 (2.00%) Azure Certification
6 2 (2.00%) BPSS Clearance
7 1 (1.00%) AWS Certification
7 1 (1.00%) DV Cleared
7 1 (1.00%) Numerate Degree
Quality Assurance & Compliance
1 7 (7.00%) Data Quality
2 3 (3.00%) Actionable Recommendations
3 2 (2.00%) GDPR
4 1 (1.00%) ISO/IEC 42001
4 1 (1.00%) NIST
4 1 (1.00%) QA
System Software
1 31 (31.00%) Docker
2 2 (2.00%) Apache ZooKeeper
2 2 (2.00%) Slurm Workload Manager
Systems Management
1 29 (29.00%) Kubernetes
2 5 (5.00%) Kubeflow
2 5 (5.00%) Prometheus
3 3 (3.00%) Terraform
4 1 (1.00%) HP Fortify
4 1 (1.00%) Istio
Vendors
1 9 (9.00%) Databricks
1 9 (9.00%) Google
1 9 (9.00%) OpenAI
2 5 (5.00%) Dynatrace
3 4 (4.00%) UiPath
4 2 (2.00%) Automation Anywhere
4 2 (2.00%) Foundry
4 2 (2.00%) IBM
4 2 (2.00%) Siemens
5 1 (1.00%) Dataiku
5 1 (1.00%) DataRobot
5 1 (1.00%) Microsoft
5 1 (1.00%) NVIDIA