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 1 November 2025, with comparisons to the same periods in the previous two years.

6 months to
1 Nov 2025
Same period 2024 Same period 2023
Rank 416 447 477
Rank change year-on-year +31 +30 +180
Contract jobs citing TensorFlow 120 68 112
As % of all contract jobs in England 0.41% 0.22% 0.28%
As % of the Libraries, Frameworks & Software Standards category 1.80% 1.00% 1.26%
Number of daily rates quoted 79 42 70
10th Percentile £400 £357 £400
25th Percentile £423 £482 £463
Median daily rate (50th Percentile) £525 £600 £550
Median % change year-on-year -12.50% +9.09% -11.29%
75th Percentile £624 £675 £772
90th Percentile £688 £773 £953
UK median daily rate £550 £600 £550
% change year-on-year -8.33% +9.09% -12.00%
Number of hourly rates quoted 0 4 21
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +31.94%

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 6,663 6,815 8,901
As % of all contract IT jobs advertised in England 22.85% 21.88% 22.17%
Number of daily rates quoted 4,492 4,343 6,546
10th Percentile £350 £356 £375
25th Percentile £413 £431 £450
Median daily rate (50th Percentile) £510 £550 £550
Median % change year-on-year -7.27% - -4.35%
75th Percentile £634 £663 £675
90th Percentile £725 £800 £775
UK median daily rate £505 £545 £550
% change year-on-year -7.34% -0.91% -4.35%
Number of hourly rates quoted 170 109 179
10th Percentile £30.68 £26.90 £37.71
25th Percentile £42.63 £46.18 £46.18
Median hourly rate £55.00 £65.00 £55.50
Median % change year-on-year -15.38% +17.12% -14.62%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £76.25 £74.00 £78.00
UK median hourly rate £54.00 £65.00 £55.56
% change year-on-year -16.92% +16.99% -14.52%

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 1 November 2025.

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 1 November 2025. 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 +33 66 £550 -13.39% 151
East of England - 21 £538 - 19
North of England -34 18 £493 +1.44% 8
Yorkshire - 15 £500 - 1
South East +14 12 £475 -13.64% 106
North West -27 3 £450 -7.41% 5
South West - 1 £550 - 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 13 (10.83%) Apache Spark
2 4 (3.33%) Jupyter
3 1 (0.83%) Apache
3 1 (0.83%) Apache Airflow
3 1 (0.83%) Microsoft Exchange
Applications
1 5 (4.17%) Chatbot
2 2 (1.67%) GNU Octave
3 1 (0.83%) Microsoft Office
Cloud Services
1 70 (58.33%) Azure
2 43 (35.83%) AWS
3 38 (31.67%) GCP
4 27 (22.50%) Azure AKS
5 21 (17.50%) GitHub
6 12 (10.00%) Azure Machine Learning
6 12 (10.00%) GitHub Copilot
6 12 (10.00%) Serverless
7 11 (9.17%) PaaS
8 10 (8.33%) Amazon SageMaker
8 10 (8.33%) Azure Functions
9 9 (7.50%) Azure DevOps
10 8 (6.67%) Vertex AI
11 6 (5.00%) Azure AI
11 6 (5.00%) Azure Synapse Analytics
12 4 (3.33%) GitHub Actions
12 4 (3.33%) Power Platform
13 3 (2.50%) Azure Cognitive Services
14 2 (1.67%) Copilot Studio
14 2 (1.67%) Microsoft Copilot
Communications & Networking
1 3 (2.50%) Internet
2 1 (0.83%) Network Security
Database & Business Intelligence
1 17 (14.17%) PostgreSQL
2 10 (8.33%) Big Data
3 9 (7.50%) NoSQL
4 8 (6.67%) Data Lake
5 7 (5.83%) BigQuery
5 7 (5.83%) Tableau
6 6 (5.00%) Hadoop
7 5 (4.17%) MySQL
7 5 (4.17%) RDBMS
7 5 (4.17%) Relational Database
8 4 (3.33%) Power BI
9 3 (2.50%) Metadata
9 3 (2.50%) Pinecone
10 1 (0.83%) Apache Hive
10 1 (0.83%) Data Mining
10 1 (0.83%) Data Warehouse
10 1 (0.83%) Weaviate
Development Applications
1 14 (11.67%) MLflow
2 12 (10.00%) Git
3 8 (6.67%) Jenkins
4 5 (4.17%) PyCharm
5 3 (2.50%) GitLab
6 1 (0.83%) TensorBoard
General
1 40 (33.33%) Social Skills
2 24 (20.00%) Finance
3 21 (17.50%) Analytical Skills
4 8 (6.67%) Public Sector
5 7 (5.83%) Banking
6 4 (3.33%) Documentation Skills
6 4 (3.33%) Legal
7 3 (2.50%) Retail
7 3 (2.50%) Telecoms
8 2 (1.67%) Aerospace
8 2 (1.67%) Inclusion and Diversity
9 1 (0.83%) Electronics
9 1 (0.83%) Financial Institution
9 1 (0.83%) Law
9 1 (0.83%) Manufacturing
9 1 (0.83%) Marketing
9 1 (0.83%) Pharmaceutical
9 1 (0.83%) Police
9 1 (0.83%) Presentation Skills
9 1 (0.83%) Private Banking
Job Titles
1 46 (38.33%) Artificial Intelligence Engineer
2 18 (15.00%) Developer
3 17 (14.17%) Data Scientist
4 16 (13.33%) Senior
5 14 (11.67%) Machine Learning Engineer
6 13 (10.83%) Artificial Intelligence Developer
7 9 (7.50%) Architect
8 8 (6.67%) Artificial Intelligence Architect
9 5 (4.17%) Data Science Developer
9 5 (4.17%) Security Architect
10 4 (3.33%) Data Engineer
11 3 (2.50%) Artificial Intelligence Specialist
11 3 (2.50%) Senior Developer
12 2 (1.67%) Analyst
12 2 (1.67%) Risk Analyst
12 2 (1.67%) Security Analyst
12 2 (1.67%) Senior Software Developer
12 2 (1.67%) Solutions Architect
12 2 (1.67%) Technical Manager
12 2 (1.67%) Test Engineer
Libraries, Frameworks & Software Standards
1 106 (88.33%) PyTorch
2 45 (37.50%) scikit-learn
3 27 (22.50%) Pandas
4 23 (19.17%) Hugging Face
5 17 (14.17%) NumPy
6 13 (10.83%) LangChain
6 13 (10.83%) RESTful
7 12 (10.00%) .NET
7 12 (10.00%) Semantic Kernel
8 11 (9.17%) Google JAX
8 11 (9.17%) JAX
9 10 (8.33%) SpaCy
10 9 (7.50%) OpenCV
10 9 (7.50%) Regular Expression
11 6 (5.00%) Matplotlib
11 6 (5.00%) pytest
12 5 (4.17%) REST
12 5 (4.17%) Seaborn
13 4 (3.33%) FastAPI
14 3 (2.50%) PySpark
Miscellaneous
1 41 (34.17%) Algorithms
2 19 (15.83%) Cloud Native
3 9 (7.50%) Onboarding
4 7 (5.83%) AI Agents
5 4 (3.33%) Analytical Mindset
5 4 (3.33%) Distributed Computing
5 4 (3.33%) Distributed Systems
6 3 (2.50%) Clustering
6 3 (2.50%) Data Protection Act
6 3 (2.50%) Data Structures
6 3 (2.50%) Online Banking
7 2 (1.67%) Product Ownership
7 2 (1.67%) Robotics
7 2 (1.67%) Security Posture
7 2 (1.67%) Virtual Team
8 1 (0.83%) Animation
8 1 (0.83%) Autonomous Agent
8 1 (0.83%) Educational Technology
8 1 (0.83%) Genomics
8 1 (0.83%) Greenfield Project
Operating Systems
1 1 (0.83%) Windows
Processes & Methodologies
1 115 (95.83%) Machine Learning
2 105 (87.50%) AI
3 71 (59.17%) Data Science
4 62 (51.67%) LLM
5 48 (40.00%) Deep Learning
6 46 (38.33%) MLOps
7 39 (32.50%) Natural Language Processing
8 37 (30.83%) Generative AI
9 35 (29.17%) Data Pipeline
9 35 (29.17%) Problem-Solving
10 30 (25.00%) CI/CD
10 30 (25.00%) Software Engineering
11 29 (24.17%) DevOps
12 27 (22.50%) Agile
13 25 (20.83%) Computer Science
14 24 (20.00%) Prompt Engineering
15 23 (19.17%) Retrieval-Augmented Generation
16 21 (17.50%) Test Automation
17 20 (16.67%) Analytics
18 19 (15.83%) Data Engineering
Programming Languages
1 117 (97.50%) Python
2 29 (24.17%) SQL
3 17 (14.17%) R
4 9 (7.50%) Java
5 8 (6.67%) C++
6 4 (3.33%) C
7 2 (1.67%) Bash
7 2 (1.67%) JavaScript
7 2 (1.67%) Scala
8 1 (0.83%) Bicep
8 1 (0.83%) C#
8 1 (0.83%) TypeScript
Qualifications
1 28 (23.33%) Degree
2 15 (12.50%) Master's Degree
2 15 (12.50%) MCP
3 11 (9.17%) PhD
4 7 (5.83%) Computer Science Degree
4 7 (5.83%) Security Cleared
5 2 (1.67%) AWS Certification
5 2 (1.67%) Postgraduate
6 1 (0.83%) DV Cleared
6 1 (0.83%) SC Cleared
Quality Assurance & Compliance
1 17 (14.17%) EU AI Act
2 16 (13.33%) NIST
3 8 (6.67%) QA
4 6 (5.00%) GDPR
5 4 (3.33%) Data Quality
5 4 (3.33%) ISO/IEC 27001
6 2 (1.67%) NIST 800
7 1 (0.83%) California Consumer Privacy Act
7 1 (0.83%) GxP
7 1 (0.83%) HIPAA
System Software
1 31 (25.83%) Docker
2 7 (5.83%) Virtual Machines
3 2 (1.67%) Active Directory
Systems Management
1 42 (35.00%) Kubernetes
2 5 (4.17%) Kubeflow
3 4 (3.33%) Terraform
4 1 (0.83%) Ansible
4 1 (0.83%) Grafana
4 1 (0.83%) Microsoft Intune
4 1 (0.83%) Prometheus
4 1 (0.83%) SCCM
Vendors
1 25 (20.83%) Microsoft
2 15 (12.50%) Foundry
3 13 (10.83%) Google
4 11 (9.17%) OpenAI
5 6 (5.00%) Databricks
6 4 (3.33%) SAP
7 2 (1.67%) Dataiku
7 2 (1.67%) DataRobot
8 1 (0.83%) NVIDIA
8 1 (0.83%) Workday