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 7 January 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Jan 2026
Same period 2025 Same period 2024
Rank 392 431 457
Rank change year-on-year +39 +26 +183
Contract jobs citing TensorFlow 150 63 92
As % of all contract jobs in England 0.47% 0.23% 0.26%
As % of the Libraries, Frameworks & Software Standards category 2.13% 1.05% 1.20%
Number of daily rates quoted 98 42 56
10th Percentile £400 £363 £400
25th Percentile £448 £503 £450
Median daily rate (50th Percentile) £538 £575 £525
Median % change year-on-year -6.52% +9.52% -25.00%
75th Percentile £647 £672 £651
90th Percentile £749 £724 £750
UK median daily rate £550 £575 £525
% change year-on-year -4.35% +9.52% -23.64%
Number of hourly rates quoted 0 3 17
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +8.66%

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 7,029 5,976 7,674
As % of all contract IT jobs advertised in England 22.21% 21.85% 21.29%
Number of daily rates quoted 4,696 3,820 5,563
10th Percentile £356 £358 £363
25th Percentile £413 £431 £450
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £636 £663 £673
90th Percentile £738 £788 £763
UK median daily rate £508 £538 £550
% change year-on-year -5.53% -2.27% -4.35%
Number of hourly rates quoted 190 68 161
10th Percentile £32.86 £26.25 £31.25
25th Percentile £45.00 £42.56 £46.18
Median hourly rate £60.50 £62.50 £51.89
Median % change year-on-year -3.20% +20.45% -20.17%
75th Percentile £66.88 £65.00 £70.00
90th Percentile £77.50 £74.57 £77.50
UK median hourly rate £61.00 £62.50 £52.50
% change year-on-year -2.40% +19.05% -19.23%

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 7 January 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 7 January 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 +34 91 £525 -8.70% 68
East of England -2 23 £620 -4.62% 38
North of England -40 17 £496 +9.07% 40
Yorkshire - 13 £508 - 16
South East -13 10 £475 -13.64% 62
East Midlands -26 3 £385 +10.63% 14
North West -29 3 £438 -3.85% 20
Midlands -42 3 £385 +8.15% 23
North East -14 1 £593 - 4
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 16 (10.67%) Apache Spark
2 4 (2.67%) Appian
3 3 (2.00%) Apache Airflow
4 2 (1.33%) Jupyter
5 1 (0.67%) Apache
5 1 (0.67%) Microsoft Exchange
Applications
1 6 (4.00%) Chatbot
2 1 (0.67%) Microsoft Office
Cloud Services
1 104 (69.33%) Azure
2 58 (38.67%) AWS
3 52 (34.67%) GCP
4 31 (20.67%) GitHub
5 29 (19.33%) Azure AKS
6 23 (15.33%) Azure Machine Learning
7 21 (14.00%) Azure AI
8 16 (10.67%) Serverless
9 15 (10.00%) GitHub Copilot
10 14 (9.33%) Azure Functions
11 13 (8.67%) Azure DevOps
12 12 (8.00%) Azure Cognitive Services
12 12 (8.00%) Power Platform
13 11 (7.33%) Azure Data Factory
13 11 (7.33%) Azure Key Vault
13 11 (7.33%) PaaS
14 10 (6.67%) GitHub Actions
14 10 (6.67%) Vertex AI
15 9 (6.00%) Amazon SageMaker
16 8 (5.33%) Azure Logic Apps
Communications & Networking
1 5 (3.33%) Network Security
2 4 (2.67%) Internet
3 1 (0.67%) InfiniBand
Database & Business Intelligence
1 18 (12.00%) NoSQL
2 13 (8.67%) Data Lake
2 13 (8.67%) PostgreSQL
3 12 (8.00%) Big Data
3 12 (8.00%) Power BI
4 8 (5.33%) Pinecone
5 7 (4.67%) BigQuery
6 6 (4.00%) MySQL
6 6 (4.00%) RDBMS
6 6 (4.00%) Relational Database
7 5 (3.33%) Tableau
8 4 (2.67%) Amazon Redshift
8 4 (2.67%) Data Warehouse
8 4 (2.67%) Hadoop
9 3 (2.00%) Data Mining
9 3 (2.00%) Delta Lake
9 3 (2.00%) SQL Server
9 3 (2.00%) Weaviate
10 2 (1.33%) Azure SQL Database
10 2 (1.33%) Metadata
Development Applications
1 20 (13.33%) MLflow
2 8 (5.33%) Git
2 8 (5.33%) Jenkins
3 6 (4.00%) PyCharm
4 3 (2.00%) GitLab
4 3 (2.00%) SonarQube
5 2 (1.33%) JIRA
6 1 (0.67%) Bitbucket
General
1 58 (38.67%) Social Skills
2 43 (28.67%) Finance
3 16 (10.67%) Analytical Skills
4 13 (8.67%) Banking
5 12 (8.00%) Public Sector
6 10 (6.67%) Documentation Skills
7 4 (2.67%) Investment Banking
7 4 (2.67%) Legal
8 3 (2.00%) Inclusion and Diversity
9 2 (1.33%) Back Office
9 2 (1.33%) Retail
9 2 (1.33%) Telecoms
10 1 (0.67%) Aerospace
10 1 (0.67%) Electronics
10 1 (0.67%) Law
10 1 (0.67%) Manufacturing
10 1 (0.67%) Marketing
10 1 (0.67%) Pharmaceutical
10 1 (0.67%) Presentation Skills
Job Titles
1 57 (38.00%) Artificial Intelligence Engineer
2 26 (17.33%) Data Scientist
3 19 (12.67%) Developer
3 19 (12.67%) Machine Learning Engineer
4 18 (12.00%) Senior
5 12 (8.00%) Artificial Intelligence Developer
6 10 (6.67%) Architect
6 10 (6.67%) Artificial Intelligence Architect
7 8 (5.33%) Data Engineer
8 5 (3.33%) Azure Developer
9 4 (2.67%) Backend Developer
9 4 (2.67%) Evangelist
9 4 (2.67%) Python Engineer
9 4 (2.67%) Senior Architect
10 3 (2.00%) Artificial Intelligence Specialist
10 3 (2.00%) Automation Engineer
10 3 (2.00%) Azure Engineer
10 3 (2.00%) Senior Developer
10 3 (2.00%) Senior Technical Architect
10 3 (2.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 135 (90.00%) PyTorch
2 72 (48.00%) scikit-learn
3 37 (24.67%) Pandas
4 27 (18.00%) Hugging Face
4 27 (18.00%) NumPy
5 23 (15.33%) LangChain
6 19 (12.67%) .NET
7 16 (10.67%) RESTful
8 15 (10.00%) Node.js
9 12 (8.00%) REST
9 12 (8.00%) Semantic Kernel
10 11 (7.33%) LangGraph
11 8 (5.33%) .NET Core
11 8 (5.33%) AngularJS
11 8 (5.33%) pytest
11 8 (5.33%) React
11 8 (5.33%) XGBoost
12 7 (4.67%) Faiss
12 7 (4.67%) JAX
12 7 (4.67%) PySpark
Miscellaneous
1 36 (24.00%) Algorithms
2 23 (15.33%) Cloud Native
3 20 (13.33%) AI Agents
4 7 (4.67%) Analytical Mindset
5 6 (4.00%) Distributed Systems
5 6 (4.00%) Onboarding
6 5 (3.33%) Clustering
7 4 (2.67%) Online Banking
8 3 (2.00%) Blog
8 3 (2.00%) Data Protection Act
8 3 (2.00%) Derivative
8 3 (2.00%) Distributed Computing
8 3 (2.00%) Legacy Systems
8 3 (2.00%) Low-Code
9 2 (1.33%) CUDA
9 2 (1.33%) Data Structures
9 2 (1.33%) Product Ownership
9 2 (1.33%) Public Cloud
9 2 (1.33%) Virtual Team
9 2 (1.33%) Web Conferencing
Operating Systems
1 2 (1.33%) Windows
Processes & Methodologies
1 146 (97.33%) Machine Learning
2 130 (86.67%) AI
3 82 (54.67%) Data Science
4 70 (46.67%) LLM
5 62 (41.33%) MLOps
6 50 (33.33%) CI/CD
7 49 (32.67%) Deep Learning
8 47 (31.33%) Data Pipeline
9 46 (30.67%) Analytics
10 45 (30.00%) Retrieval-Augmented Generation
11 44 (29.33%) Natural Language Processing
12 43 (28.67%) Generative AI
13 41 (27.33%) DevOps
14 40 (26.67%) Prompt Engineering
15 38 (25.33%) Agile
16 37 (24.67%) Problem-Solving
17 33 (22.00%) Data Engineering
18 31 (20.67%) Containerisation
19 27 (18.00%) Software Engineering
20 26 (17.33%) Feature Engineering
Programming Languages
1 143 (95.33%) Python
2 47 (31.33%) SQL
3 14 (9.33%) Java
4 13 (8.67%) C#
5 11 (7.33%) R
6 9 (6.00%) C++
6 9 (6.00%) JavaScript
7 7 (4.67%) Bicep
8 4 (2.67%) TypeScript
9 2 (1.33%) Ada
9 2 (1.33%) Go
9 2 (1.33%) Scala
10 1 (0.67%) Bash
Qualifications
1 27 (18.00%) Degree
2 23 (15.33%) MCP
3 13 (8.67%) Master's Degree
4 12 (8.00%) Security Cleared
5 10 (6.67%) Computer Science Degree
6 7 (4.67%) PhD
7 6 (4.00%) SC Cleared
8 2 (1.33%) DV Cleared
8 2 (1.33%) Postgraduate
9 1 (0.67%) AWS Certification
9 1 (0.67%) Azure Certification
9 1 (0.67%) BPSS Clearance
9 1 (0.67%) CESG Certified Professional
9 1 (0.67%) CISM
9 1 (0.67%) CISSP
9 1 (0.67%) OSCP
Quality Assurance & Compliance
1 13 (8.67%) EU AI Act
1 13 (8.67%) NIST
2 9 (6.00%) QA
3 6 (4.00%) Data Quality
4 3 (2.00%) GDPR
5 2 (1.33%) PCI DSS
6 1 (0.67%) California Consumer Privacy Act
6 1 (0.67%) Def Stans
6 1 (0.67%) GxP
6 1 (0.67%) HIPAA
6 1 (0.67%) JSP 440
6 1 (0.67%) NCSC
6 1 (0.67%) NIST 800
System Software
1 46 (30.67%) Docker
2 7 (4.67%) Active Directory
3 4 (2.67%) Virtual Machines
4 2 (1.33%) HDFS
5 1 (0.67%) GPFS
5 1 (0.67%) Lustre
5 1 (0.67%) Slurm Workload Manager
Systems Management
1 51 (34.00%) Kubernetes
2 11 (7.33%) Terraform
3 5 (3.33%) Kubeflow
4 3 (2.00%) Ansible
5 1 (0.67%) Grafana
5 1 (0.67%) Microsoft Intune
5 1 (0.67%) Prometheus
5 1 (0.67%) SCCM
5 1 (0.67%) SELinux
Vendors
1 38 (25.33%) Microsoft
2 30 (20.00%) OpenAI
3 25 (16.67%) Databricks
3 25 (16.67%) Google
4 21 (14.00%) Foundry
5 5 (3.33%) NVIDIA
6 4 (2.67%) SAP
7 3 (2.00%) Automation Anywhere
7 3 (2.00%) UiPath
8 2 (1.33%) Dynatrace
9 1 (0.67%) Dataiku
9 1 (0.67%) DataRobot
9 1 (0.67%) Splunk
9 1 (0.67%) Workday