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

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 386 428 458
Rank change year-on-year +42 +30 +194
Contract jobs citing TensorFlow 149 64 92
As % of all contract jobs in England 0.48% 0.24% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.16% 1.08% 1.19%
Number of daily rates quoted 96 43 56
10th Percentile £400 £363 £400
25th Percentile £450 £505 £450
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -20.75%
75th Percentile £650 £675 £651
90th Percentile £756 £723 £750
UK median daily rate £560 £575 £525
% change year-on-year -2.61% +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 6,907 5,900 7,752
As % of all contract IT jobs advertised in England 22.19% 21.90% 21.29%
Number of daily rates quoted 4,609 3,777 5,607
10th Percentile £356 £360 £363
25th Percentile £413 £430 £450
Median daily rate (50th Percentile) £515 £550 £550
Median % change year-on-year -6.36% - -4.68%
75th Percentile £638 £663 £674
90th Percentile £738 £788 £757
UK median daily rate £510 £538 £550
% change year-on-year -5.12% -2.27% -4.35%
Number of hourly rates quoted 183 68 164
10th Percentile £33.00 £26.25 £28.87
25th Percentile £44.75 £42.56 £46.18
Median hourly rate £57.50 £62.50 £51.89
Median % change year-on-year -8.00% +20.45% -20.17%
75th Percentile £65.00 £65.00 £70.00
90th Percentile £77.50 £74.57 £77.50
UK median hourly rate £60.00 £62.50 £52.20
% change year-on-year -4.00% +19.74% -19.70%

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 11 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 11 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 +47 92 £550 -4.35% 60
East of England 0 23 £620 -4.62% 50
North of England -32 15 £525 +15.38% 41
Yorkshire - 11 £525 - 17
South East 0 10 £475 -13.64% 74
East Midlands -23 3 £385 +10.63% 16
Midlands -41 3 £385 +8.15% 24
North East -9 2 £593 - 6
North West -30 2 £450 -1.10% 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 15 (10.07%) Apache Spark
2 5 (3.36%) Appian
3 4 (2.68%) Apache Airflow
4 3 (2.01%) Jupyter
5 1 (0.67%) Apache
5 1 (0.67%) Luigi
5 1 (0.67%) Microsoft Exchange
Applications
1 6 (4.03%) Chatbot
2 1 (0.67%) Microsoft Office
Cloud Services
1 104 (69.80%) Azure
2 58 (38.93%) AWS
3 53 (35.57%) GCP
4 31 (20.81%) GitHub
5 28 (18.79%) Azure AKS
6 22 (14.77%) Azure Machine Learning
7 21 (14.09%) Azure AI
8 16 (10.74%) Serverless
9 15 (10.07%) GitHub Copilot
10 14 (9.40%) Azure Functions
11 12 (8.05%) Azure Cognitive Services
11 12 (8.05%) Azure Data Factory
11 12 (8.05%) Power Platform
12 11 (7.38%) Azure DevOps
12 11 (7.38%) Azure Key Vault
12 11 (7.38%) PaaS
12 11 (7.38%) Vertex AI
13 10 (6.71%) GitHub Actions
14 8 (5.37%) Azure Event Grid
14 8 (5.37%) Azure Logic Apps
Communications & Networking
1 5 (3.36%) Network Security
2 4 (2.68%) Internet
3 1 (0.67%) InfiniBand
Database & Business Intelligence
1 18 (12.08%) NoSQL
2 13 (8.72%) Data Lake
3 12 (8.05%) Power BI
4 11 (7.38%) Big Data
4 11 (7.38%) PostgreSQL
5 9 (6.04%) Pinecone
6 7 (4.70%) BigQuery
7 6 (4.03%) MySQL
7 6 (4.03%) RDBMS
7 6 (4.03%) Relational Database
8 5 (3.36%) Tableau
9 4 (2.68%) Amazon Redshift
9 4 (2.68%) Data Warehouse
9 4 (2.68%) SQL Server
10 3 (2.01%) Data Mining
10 3 (2.01%) Delta Lake
10 3 (2.01%) Hadoop
10 3 (2.01%) Weaviate
11 2 (1.34%) Azure SQL Database
11 2 (1.34%) Neo4j
Development Applications
1 22 (14.77%) MLflow
2 9 (6.04%) Git
3 8 (5.37%) Jenkins
4 6 (4.03%) PyCharm
5 3 (2.01%) SonarQube
6 2 (1.34%) GitLab
6 2 (1.34%) JIRA
7 1 (0.67%) Bitbucket
General
1 58 (38.93%) Social Skills
2 41 (27.52%) Finance
3 16 (10.74%) Analytical Skills
4 13 (8.72%) Banking
5 12 (8.05%) Public Sector
6 10 (6.71%) Documentation Skills
7 4 (2.68%) Investment Banking
7 4 (2.68%) Legal
8 3 (2.01%) Inclusion and Diversity
9 2 (1.34%) Back Office
9 2 (1.34%) Retail
9 2 (1.34%) 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 (38.26%) Artificial Intelligence Engineer
2 24 (16.11%) Data Scientist
3 19 (12.75%) Machine Learning Engineer
3 19 (12.75%) Senior
4 18 (12.08%) Developer
5 11 (7.38%) Artificial Intelligence Developer
6 10 (6.71%) Architect
6 10 (6.71%) Artificial Intelligence Architect
7 9 (6.04%) Data Engineer
8 5 (3.36%) Azure Developer
9 4 (2.68%) Automation Engineer
9 4 (2.68%) Backend Developer
9 4 (2.68%) Evangelist
9 4 (2.68%) Python Engineer
9 4 (2.68%) Senior Architect
10 3 (2.01%) Artificial Intelligence Specialist
10 3 (2.01%) Azure Engineer
10 3 (2.01%) Senior Developer
10 3 (2.01%) Senior Technical Architect
10 3 (2.01%) Technical Architect
Libraries, Frameworks & Software Standards
1 136 (91.28%) PyTorch
2 71 (47.65%) scikit-learn
3 37 (24.83%) Pandas
4 29 (19.46%) NumPy
5 27 (18.12%) Hugging Face
6 24 (16.11%) LangChain
7 19 (12.75%) .NET
8 17 (11.41%) RESTful
9 15 (10.07%) Node.js
10 13 (8.72%) REST
11 12 (8.05%) Semantic Kernel
12 11 (7.38%) LangGraph
13 8 (5.37%) .NET Core
13 8 (5.37%) AngularJS
13 8 (5.37%) Faiss
13 8 (5.37%) React
14 7 (4.70%) Google JAX
14 7 (4.70%) JAX
14 7 (4.70%) PySpark
14 7 (4.70%) pytest
Miscellaneous
1 35 (23.49%) Algorithms
2 23 (15.44%) Cloud Native
3 20 (13.42%) AI Agents
4 7 (4.70%) Analytical Mindset
5 6 (4.03%) Distributed Systems
6 5 (3.36%) Clustering
6 5 (3.36%) Onboarding
7 4 (2.68%) Legacy Systems
7 4 (2.68%) Low-Code
7 4 (2.68%) Online Banking
8 3 (2.01%) Blog
8 3 (2.01%) Data Protection Act
8 3 (2.01%) Derivative
9 2 (1.34%) CUDA
9 2 (1.34%) Data Structures
9 2 (1.34%) Distributed Computing
9 2 (1.34%) Product Ownership
9 2 (1.34%) Public Cloud
9 2 (1.34%) Virtual Team
9 2 (1.34%) Web Conferencing
Operating Systems
1 2 (1.34%) Windows
Processes & Methodologies
1 145 (97.32%) Machine Learning
2 130 (87.25%) AI
3 79 (53.02%) Data Science
4 71 (47.65%) LLM
5 61 (40.94%) MLOps
6 49 (32.89%) CI/CD
7 48 (32.21%) Data Pipeline
7 48 (32.21%) Deep Learning
8 47 (31.54%) Retrieval-Augmented Generation
9 44 (29.53%) Analytics
9 44 (29.53%) Generative AI
9 44 (29.53%) Natural Language Processing
10 41 (27.52%) Prompt Engineering
11 37 (24.83%) DevOps
11 37 (24.83%) Problem-Solving
12 35 (23.49%) Agile
13 33 (22.15%) Data Engineering
14 32 (21.48%) Containerisation
15 26 (17.45%) Feature Engineering
15 26 (17.45%) Test Automation
Programming Languages
1 142 (95.30%) Python
2 46 (30.87%) SQL
3 14 (9.40%) Java
4 13 (8.72%) C#
5 11 (7.38%) R
6 9 (6.04%) C++
6 9 (6.04%) JavaScript
7 7 (4.70%) Bicep
8 4 (2.68%) TypeScript
9 2 (1.34%) Ada
9 2 (1.34%) Go
9 2 (1.34%) Scala
10 1 (0.67%) Bash
Qualifications
1 25 (16.78%) Degree
2 23 (15.44%) MCP
3 13 (8.72%) Master's Degree
3 13 (8.72%) Security Cleared
4 10 (6.71%) Computer Science Degree
5 7 (4.70%) PhD
5 7 (4.70%) SC Cleared
6 2 (1.34%) DV Cleared
7 1 (0.67%) AWS Certification
7 1 (0.67%) Azure Certification
7 1 (0.67%) BPSS Clearance
7 1 (0.67%) CESG Certified Professional
7 1 (0.67%) CISM
7 1 (0.67%) CISSP
7 1 (0.67%) OSCP
Quality Assurance & Compliance
1 13 (8.72%) EU AI Act
1 13 (8.72%) NIST
2 10 (6.71%) QA
3 7 (4.70%) Data Quality
4 3 (2.01%) GDPR
5 2 (1.34%) 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 48 (32.21%) Docker
2 7 (4.70%) Active Directory
3 3 (2.01%) Virtual Machines
4 2 (1.34%) HDFS
5 1 (0.67%) GPFS
5 1 (0.67%) Lustre
5 1 (0.67%) Slurm Workload Manager
Systems Management
1 53 (35.57%) Kubernetes
2 11 (7.38%) Terraform
3 5 (3.36%) Kubeflow
4 2 (1.34%) 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 37 (24.83%) Microsoft
2 30 (20.13%) OpenAI
3 25 (16.78%) Databricks
3 25 (16.78%) Google
4 21 (14.09%) Foundry
5 5 (3.36%) NVIDIA
6 4 (2.68%) Automation Anywhere
6 4 (2.68%) SAP
6 4 (2.68%) UiPath
7 2 (1.34%) Dynatrace
8 1 (0.67%) Dataiku
8 1 (0.67%) DataRobot
8 1 (0.67%) Splunk
8 1 (0.67%) Workday