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 17 March 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Mar 2026
Same period 2025 Same period 2024
Rank 409 415 471
Rank change year-on-year +6 +56 +169
Contract jobs citing TensorFlow 170 65 80
As % of all contract jobs in England 0.46% 0.26% 0.21%
As % of the Libraries, Frameworks & Software Standards category 2.17% 1.17% 1.06%
Number of daily rates quoted 115 46 55
10th Percentile £400 £448 £413
25th Percentile £495 £510 £463
Median daily rate (50th Percentile) £575 £588 £525
Median % change year-on-year -2.13% +11.90% -10.64%
75th Percentile £663 £675 £653
90th Percentile £808 £769 £750
UK median daily rate £575 £575 £525
% change year-on-year - +9.52% -16.00%
Number of hourly rates quoted 0 0 6
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - -
90th Percentile - - £62.47
UK median hourly rate - - £46.18
% change year-on-year - - -9.89%

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 7,829 5,557 7,567
As % of all contract IT jobs advertised in England 21.25% 22.62% 19.97%
Number of daily rates quoted 5,242 3,775 5,401
10th Percentile £358 £363 £350
25th Percentile £420 £425 £430
Median daily rate (50th Percentile) £525 £538 £540
Median % change year-on-year -2.33% -0.46% -6.09%
75th Percentile £625 £663 £663
90th Percentile £738 £788 £775
UK median daily rate £513 £525 £525
% change year-on-year -2.38% - -6.67%
Number of hourly rates quoted 223 87 193
10th Percentile £35.05 £27.34 £21.25
25th Percentile £52.50 £51.78 £40.00
Median hourly rate £65.00 £65.00 £48.72
Median % change year-on-year - +33.42% -25.05%
75th Percentile £70.00 £68.75 £63.75
90th Percentile £78.70 £83.38 £75.00
UK median hourly rate £65.00 £62.50 £48.72
% change year-on-year +4.00% +28.28% -25.05%

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 17 March 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 17 March 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 +19 105 £575 +9.52% 56
East of England -13 25 £620 -4.62% 5
North of England -60 13 £575 +18.31% 5
South East -35 12 £563 +2.27% 19
Yorkshire -47 8 £508 - 3
Midlands -49 7 £513 +28.13% 8
West Midlands -61 4 £538 +34.38% 4
North East - 3 £593 -
East Midlands - 3 £385 - 4
North West -35 2 £575 +18.31% 2
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 17 (10.00%) Apache Spark
2 9 (5.29%) Appian
3 7 (4.12%) Apache Airflow
4 2 (1.18%) Apache
4 2 (1.18%) Jupyter
5 1 (0.59%) Luigi
5 1 (0.59%) Microsoft Exchange
Applications
1 6 (3.53%) Chatbot
2 1 (0.59%) Microsoft Office
Cloud Services
1 114 (67.06%) Azure
2 70 (41.18%) AWS
3 64 (37.65%) GCP
4 34 (20.00%) GitHub
5 26 (15.29%) Azure AI
6 22 (12.94%) Azure AKS
7 21 (12.35%) Azure Machine Learning
8 18 (10.59%) GitHub Copilot
8 18 (10.59%) Serverless
9 17 (10.00%) Power Platform
10 16 (9.41%) Azure Data Factory
11 14 (8.24%) Azure Functions
12 12 (7.06%) Azure Cognitive Services
12 12 (7.06%) Azure DevOps
12 12 (7.06%) Vertex AI
13 11 (6.47%) Anthropic Claude
13 11 (6.47%) Azure Key Vault
13 11 (6.47%) PaaS
14 10 (5.88%) GitHub Actions
15 9 (5.29%) Azure Monitor
Communications & Networking
1 5 (2.94%) Network Security
2 4 (2.35%) Internet
3 1 (0.59%) InfiniBand
Database & Business Intelligence
1 26 (15.29%) NoSQL
2 16 (9.41%) Power BI
3 15 (8.82%) Pinecone
4 14 (8.24%) Big Data
5 13 (7.65%) PostgreSQL
6 8 (4.71%) Data Lake
6 8 (4.71%) SQL Server
7 7 (4.12%) MySQL
7 7 (4.12%) Tableau
8 6 (3.53%) Amazon Redshift
8 6 (3.53%) BigQuery
8 6 (3.53%) Hadoop
8 6 (3.53%) RDBMS
8 6 (3.53%) Relational Database
8 6 (3.53%) Weaviate
9 5 (2.94%) Data Warehouse
10 4 (2.35%) Azure SQL Database
10 4 (2.35%) MongoDB
10 4 (2.35%) Neo4j
11 3 (1.76%) Data Mining
Development Applications
1 24 (14.12%) MLflow
2 11 (6.47%) Git
3 7 (4.12%) Jenkins
4 6 (3.53%) PyCharm
5 3 (1.76%) SonarQube
6 2 (1.18%) JIRA
7 1 (0.59%) Ant
7 1 (0.59%) Bitbucket
7 1 (0.59%) Claude Code
7 1 (0.59%) GitLab
7 1 (0.59%) JUnit
7 1 (0.59%) Maven
7 1 (0.59%) REST Assured
7 1 (0.59%) SoapUI
General
1 68 (40.00%) Social Skills
2 46 (27.06%) Finance
3 26 (15.29%) Analytical Skills
4 16 (9.41%) Public Sector
5 14 (8.24%) Banking
6 9 (5.29%) Documentation Skills
7 6 (3.53%) Presentation Skills
8 5 (2.94%) Aviation
8 5 (2.94%) Investment Banking
9 3 (1.76%) Inclusion and Diversity
9 3 (1.76%) Marketing
9 3 (1.76%) Pharmaceutical
9 3 (1.76%) Retail
10 2 (1.18%) Back Office
10 2 (1.18%) Influencing Skills
10 2 (1.18%) Legal
10 2 (1.18%) Manufacturing
11 1 (0.59%) Corporate Banking
11 1 (0.59%) Military
11 1 (0.59%) Retail Banking
Job Titles
1 58 (34.12%) Artificial Intelligence Engineer
2 38 (22.35%) Data Scientist
3 20 (11.76%) Senior
4 17 (10.00%) Developer
5 16 (9.41%) Machine Learning Engineer
6 11 (6.47%) Architect
6 11 (6.47%) Artificial Intelligence Architect
6 11 (6.47%) Data Engineer
7 9 (5.29%) Artificial Intelligence Developer
8 8 (4.71%) Automation Engineer
9 7 (4.12%) Python Engineer
10 5 (2.94%) Azure Developer
11 4 (2.35%) Azure Engineer
11 4 (2.35%) Backend Developer
11 4 (2.35%) Evangelist
11 4 (2.35%) Senior Architect
12 3 (1.76%) Consultant
12 3 (1.76%) Senior Developer
12 3 (1.76%) Software Engineer
12 3 (1.76%) Technical Architect
Libraries, Frameworks & Software Standards
1 160 (94.12%) PyTorch
2 85 (50.00%) scikit-learn
3 42 (24.71%) Pandas
4 35 (20.59%) NumPy
5 34 (20.00%) Hugging Face
6 27 (15.88%) LangChain
7 25 (14.71%) Model Context Protocol
8 20 (11.76%) REST
8 20 (11.76%) RESTful
9 19 (11.18%) .NET
10 15 (8.82%) Keras
11 14 (8.24%) A2A Protocol
12 13 (7.65%) Faiss
12 13 (7.65%) Node.js
12 13 (7.65%) Semantic Kernel
13 12 (7.06%) LangGraph
14 11 (6.47%) FastAPI
14 11 (6.47%) pytest
14 11 (6.47%) React
15 10 (5.88%) Flask
Miscellaneous
1 47 (27.65%) Algorithms
2 22 (12.94%) AI Agents
2 22 (12.94%) Cloud Native
3 8 (4.71%) Legacy Systems
3 8 (4.71%) Low-Code
4 5 (2.94%) Analytical Mindset
4 5 (2.94%) Clustering
4 5 (2.94%) Distributed Systems
5 4 (2.35%) Distributed Computing
5 4 (2.35%) Onboarding
5 4 (2.35%) Online Banking
5 4 (2.35%) Product Ownership
5 4 (2.35%) Public Cloud
6 3 (1.76%) Blog
6 3 (1.76%) Derivative
7 2 (1.18%) CUDA
7 2 (1.18%) Data Protection Act
7 2 (1.18%) Web Conferencing
8 1 (0.59%) Autonomous Agent
8 1 (0.59%) Synthetic Data
Operating Systems
1 7 (4.12%) Windows
2 4 (2.35%) Linux
3 3 (1.76%) Android
3 3 (1.76%) Apple iOS
Processes & Methodologies
1 169 (99.41%) Machine Learning
2 143 (84.12%) AI
3 90 (52.94%) Data Science
4 78 (45.88%) LLM
5 67 (39.41%) MLOps
6 62 (36.47%) Data Pipeline
7 61 (35.88%) CI/CD
8 60 (35.29%) Analytics
9 55 (32.35%) Generative AI
10 54 (31.76%) Deep Learning
11 53 (31.18%) Retrieval-Augmented Generation
12 50 (29.41%) Natural Language Processing
13 47 (27.65%) Prompt Engineering
14 46 (27.06%) Feature Engineering
15 42 (24.71%) Problem-Solving
16 38 (22.35%) DevOps
17 37 (21.76%) Agile
17 37 (21.76%) Containerisation
18 36 (21.18%) Data Engineering
19 32 (18.82%) Validation
Programming Languages
1 161 (94.71%) Python
2 55 (32.35%) SQL
3 17 (10.00%) Java
4 15 (8.82%) C#
5 13 (7.65%) R
6 8 (4.71%) C++
6 8 (4.71%) JavaScript
7 7 (4.12%) Bicep
8 5 (2.94%) TypeScript
9 2 (1.18%) Ada
9 2 (1.18%) Go
9 2 (1.18%) Scala
10 1 (0.59%) SHACL
10 1 (0.59%) Shell Script
10 1 (0.59%) SPARQL
Qualifications
1 30 (17.65%) Degree
2 18 (10.59%) Security Cleared
3 17 (10.00%) Microsoft Certified Professional
4 13 (7.65%) Master's Degree
5 11 (6.47%) PhD
6 9 (5.29%) SC Cleared
7 8 (4.71%) Computer Science Degree
8 3 (1.76%) Azure Certification
8 3 (1.76%) BPSS Clearance
9 1 (0.59%) AWS Certification
9 1 (0.59%) CESG Certified Professional
9 1 (0.59%) CISM
9 1 (0.59%) CISSP
9 1 (0.59%) DV Cleared
9 1 (0.59%) Numerate Degree
9 1 (0.59%) OSCP
Quality Assurance & Compliance
1 13 (7.65%) Data Quality
1 13 (7.65%) NIST
2 12 (7.06%) EU AI Act
3 8 (4.71%) QA
4 4 (2.35%) GDPR
5 2 (1.18%) Actionable Recommendations
5 2 (1.18%) PCI DSS
6 1 (0.59%) California Consumer Privacy Act
6 1 (0.59%) Def Stans
6 1 (0.59%) ISO/IEC 42001
6 1 (0.59%) JSP 440
6 1 (0.59%) NCSC
6 1 (0.59%) NIST 800
System Software
1 55 (32.35%) Docker
2 7 (4.12%) Active Directory
3 2 (1.18%) HDFS
3 2 (1.18%) Virtual Machines
4 1 (0.59%) GPFS
4 1 (0.59%) Lustre
4 1 (0.59%) Slurm Workload Manager
Systems Management
1 58 (34.12%) Kubernetes
2 11 (6.47%) Terraform
3 6 (3.53%) Kubeflow
4 2 (1.18%) Ansible
5 1 (0.59%) Grafana
5 1 (0.59%) HP Fortify
5 1 (0.59%) Microsoft Intune
5 1 (0.59%) Prometheus
5 1 (0.59%) SCCM
5 1 (0.59%) SELinux
Vendors
1 37 (21.76%) OpenAI
2 35 (20.59%) Microsoft
3 29 (17.06%) Databricks
3 29 (17.06%) Google
4 23 (13.53%) Foundry
5 10 (5.88%) UiPath
6 8 (4.71%) Automation Anywhere
7 4 (2.35%) NVIDIA
8 2 (1.18%) Dynatrace
8 2 (1.18%) IBM
8 2 (1.18%) SAP
8 2 (1.18%) Siemens
9 1 (0.59%) Dataiku
9 1 (0.59%) DataRobot
9 1 (0.59%) Splunk
9 1 (0.59%) Workday