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

6 months to
6 Mar 2026
Same period 2025 Same period 2024
Rank 402 429 460
Rank change year-on-year +27 +31 +188
Contract jobs citing TensorFlow 173 59 88
As % of all contract jobs in England 0.48% 0.23% 0.23%
As % of the Libraries, Frameworks & Software Standards category 2.21% 1.02% 1.15%
Number of daily rates quoted 114 43 56
10th Percentile £413 £455 £413
25th Percentile £500 £510 £463
Median daily rate (50th Percentile) £575 £575 £525
Median % change year-on-year - +9.52% -17.65%
75th Percentile £669 £675 £651
90th Percentile £768 £755 £750
UK median daily rate £575 £575 £525
% change year-on-year - +9.52% -19.23%
Number of hourly rates quoted 0 0 8
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - -
90th Percentile - - £55.95
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 7,833 5,773 7,624
As % of all contract IT jobs advertised in England 21.53% 22.59% 20.19%
Number of daily rates quoted 5,259 3,821 5,435
10th Percentile £358 £363 £350
25th Percentile £420 £430 £430
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -4.35%
75th Percentile £625 £663 £675
90th Percentile £738 £788 £775
UK median daily rate £515 £525 £525
% change year-on-year -2.00% - -7.89%
Number of hourly rates quoted 216 78 207
10th Percentile £35.00 £26.92 £21.08
25th Percentile £52.50 £45.75 £40.78
Median hourly rate £65.00 £62.50 £48.72
Median % change year-on-year +4.00% +28.28% -25.05%
75th Percentile £70.00 £68.00 £65.63
90th Percentile £78.25 £81.34 £76.53
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 6 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 6 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 +35 105 £575 +9.52% 87
East of England -10 25 £620 -4.62% 28
North of England -52 16 £525 +11.58% 14
South East -34 14 £563 +2.27% 32
Yorkshire -49 11 £525 - 9
Midlands -50 7 £513 +28.13% 10
West Midlands -47 4 £538 +34.38% 6
North East - 3 £593 -
East Midlands - 3 £385 - 4
North West -26 2 £575 +22.21% 5
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 (9.83%) Apache Spark
2 9 (5.20%) Appian
3 7 (4.05%) Apache Airflow
4 2 (1.16%) Apache
4 2 (1.16%) Jupyter
5 1 (0.58%) Luigi
5 1 (0.58%) Microsoft Exchange
Applications
1 6 (3.47%) Chatbot
2 1 (0.58%) Microsoft Office
Cloud Services
1 120 (69.36%) Azure
2 70 (40.46%) AWS
3 65 (37.57%) GCP
4 34 (19.65%) GitHub
5 26 (15.03%) Azure AI
5 26 (15.03%) Azure AKS
6 23 (13.29%) Azure Machine Learning
7 18 (10.40%) GitHub Copilot
7 18 (10.40%) Serverless
8 16 (9.25%) Azure Data Factory
8 16 (9.25%) Power Platform
9 14 (8.09%) Azure DevOps
9 14 (8.09%) Azure Functions
10 13 (7.51%) Vertex AI
11 12 (6.94%) Azure Cognitive Services
12 11 (6.36%) Anthropic Claude
12 11 (6.36%) Azure Key Vault
12 11 (6.36%) PaaS
13 10 (5.78%) GitHub Actions
14 9 (5.20%) Azure Monitor
Communications & Networking
1 5 (2.89%) Network Security
2 4 (2.31%) Internet
3 1 (0.58%) InfiniBand
Database & Business Intelligence
1 27 (15.61%) NoSQL
2 15 (8.67%) Pinecone
2 15 (8.67%) PostgreSQL
2 15 (8.67%) Power BI
3 12 (6.94%) Big Data
4 10 (5.78%) Data Lake
5 8 (4.62%) SQL Server
6 7 (4.05%) BigQuery
6 7 (4.05%) MySQL
7 6 (3.47%) Amazon Redshift
7 6 (3.47%) RDBMS
7 6 (3.47%) Relational Database
7 6 (3.47%) Tableau
7 6 (3.47%) Weaviate
8 5 (2.89%) Data Warehouse
8 5 (2.89%) Hadoop
9 4 (2.31%) Azure SQL Database
9 4 (2.31%) MongoDB
9 4 (2.31%) Neo4j
10 3 (1.73%) Data Mining
Development Applications
1 25 (14.45%) MLflow
2 11 (6.36%) Git
3 7 (4.05%) Jenkins
4 6 (3.47%) PyCharm
5 3 (1.73%) SonarQube
6 2 (1.16%) JIRA
7 1 (0.58%) Ant
7 1 (0.58%) Bitbucket
7 1 (0.58%) Claude Code
7 1 (0.58%) GitLab
7 1 (0.58%) JUnit
7 1 (0.58%) Maven
7 1 (0.58%) REST Assured
7 1 (0.58%) SoapUI
General
1 70 (40.46%) Social Skills
2 49 (28.32%) Finance
3 22 (12.72%) Analytical Skills
4 16 (9.25%) Public Sector
5 15 (8.67%) Banking
6 9 (5.20%) Documentation Skills
7 5 (2.89%) Investment Banking
7 5 (2.89%) Presentation Skills
8 4 (2.31%) Aviation
8 4 (2.31%) Retail
9 3 (1.73%) Inclusion and Diversity
9 3 (1.73%) Marketing
10 2 (1.16%) Back Office
10 2 (1.16%) Influencing Skills
10 2 (1.16%) Legal
10 2 (1.16%) Manufacturing
11 1 (0.58%) Electronics
11 1 (0.58%) Financial Institution
11 1 (0.58%) Pharmaceutical
11 1 (0.58%) Telecoms
Job Titles
1 60 (34.68%) Artificial Intelligence Engineer
2 35 (20.23%) Data Scientist
3 20 (11.56%) Senior
4 18 (10.40%) Developer
4 18 (10.40%) Machine Learning Engineer
5 13 (7.51%) Architect
5 13 (7.51%) Artificial Intelligence Architect
6 11 (6.36%) Data Engineer
7 10 (5.78%) Artificial Intelligence Developer
8 8 (4.62%) Automation Engineer
8 8 (4.62%) Python Engineer
9 5 (2.89%) Azure Developer
10 4 (2.31%) Azure Engineer
10 4 (2.31%) Backend Developer
10 4 (2.31%) Evangelist
10 4 (2.31%) Senior Architect
11 3 (1.73%) Consultant
11 3 (1.73%) Senior Developer
11 3 (1.73%) Software Engineer
11 3 (1.73%) Technical Architect
Libraries, Frameworks & Software Standards
1 163 (94.22%) PyTorch
2 88 (50.87%) scikit-learn
3 42 (24.28%) Pandas
4 36 (20.81%) Hugging Face
5 35 (20.23%) NumPy
6 27 (15.61%) LangChain
7 25 (14.45%) Model Context Protocol
8 21 (12.14%) RESTful
9 20 (11.56%) REST
10 19 (10.98%) .NET
11 15 (8.67%) Keras
12 14 (8.09%) A2A Protocol
12 14 (8.09%) Node.js
13 13 (7.51%) Faiss
13 13 (7.51%) Semantic Kernel
14 12 (6.94%) LangGraph
14 12 (6.94%) React
15 11 (6.36%) AngularJS
15 11 (6.36%) FastAPI
15 11 (6.36%) pytest
Miscellaneous
1 48 (27.75%) Algorithms
2 23 (13.29%) Cloud Native
3 22 (12.72%) AI Agents
4 8 (4.62%) Legacy Systems
4 8 (4.62%) Low-Code
5 6 (3.47%) Onboarding
6 5 (2.89%) Analytical Mindset
6 5 (2.89%) Clustering
6 5 (2.89%) Distributed Systems
7 4 (2.31%) Online Banking
7 4 (2.31%) Product Ownership
7 4 (2.31%) Public Cloud
8 3 (1.73%) Blog
8 3 (1.73%) Derivative
8 3 (1.73%) Distributed Computing
9 2 (1.16%) CUDA
9 2 (1.16%) Data Protection Act
9 2 (1.16%) Web Conferencing
10 1 (0.58%) Autonomous Agent
10 1 (0.58%) Synthetic Data
Operating Systems
1 7 (4.05%) Windows
2 4 (2.31%) Linux
3 3 (1.73%) Android
3 3 (1.73%) Apple iOS
Processes & Methodologies
1 172 (99.42%) Machine Learning
2 147 (84.97%) AI
3 94 (54.34%) Data Science
4 79 (45.66%) LLM
5 70 (40.46%) MLOps
6 64 (36.99%) CI/CD
7 63 (36.42%) Data Pipeline
8 58 (33.53%) Analytics
9 55 (31.79%) Deep Learning
9 55 (31.79%) Generative AI
10 53 (30.64%) Natural Language Processing
10 53 (30.64%) Retrieval-Augmented Generation
11 46 (26.59%) Prompt Engineering
12 44 (25.43%) Feature Engineering
12 44 (25.43%) Problem-Solving
13 41 (23.70%) Containerisation
14 39 (22.54%) DevOps
15 38 (21.97%) Agile
15 38 (21.97%) Data Engineering
16 32 (18.50%) Validation
Programming Languages
1 165 (95.38%) Python
2 58 (33.53%) SQL
3 19 (10.98%) Java
4 15 (8.67%) C#
5 13 (7.51%) R
6 9 (5.20%) C++
7 8 (4.62%) JavaScript
8 7 (4.05%) Bicep
9 5 (2.89%) TypeScript
10 2 (1.16%) Ada
10 2 (1.16%) Go
10 2 (1.16%) Scala
11 1 (0.58%) SHACL
11 1 (0.58%) Shell Script
11 1 (0.58%) SPARQL
Qualifications
1 29 (16.76%) Degree
2 18 (10.40%) Security Cleared
3 17 (9.83%) Microsoft Certified Professional
4 11 (6.36%) Master's Degree
4 11 (6.36%) PhD
5 9 (5.20%) Computer Science Degree
5 9 (5.20%) SC Cleared
6 3 (1.73%) Azure Certification
6 3 (1.73%) BPSS Clearance
7 1 (0.58%) AWS Certification
7 1 (0.58%) CESG Certified Professional
7 1 (0.58%) CISM
7 1 (0.58%) CISSP
7 1 (0.58%) DV Cleared
7 1 (0.58%) Numerate Degree
7 1 (0.58%) OSCP
Quality Assurance & Compliance
1 13 (7.51%) NIST
2 12 (6.94%) EU AI Act
3 11 (6.36%) Data Quality
4 8 (4.62%) QA
5 4 (2.31%) GDPR
6 2 (1.16%) PCI DSS
7 1 (0.58%) Actionable Recommendations
7 1 (0.58%) California Consumer Privacy Act
7 1 (0.58%) Def Stans
7 1 (0.58%) ISO/IEC 42001
7 1 (0.58%) JSP 440
7 1 (0.58%) NCSC
7 1 (0.58%) NIST 800
System Software
1 59 (34.10%) Docker
2 7 (4.05%) Active Directory
3 2 (1.16%) HDFS
3 2 (1.16%) Virtual Machines
4 1 (0.58%) GPFS
4 1 (0.58%) Lustre
4 1 (0.58%) Slurm Workload Manager
Systems Management
1 64 (36.99%) Kubernetes
2 11 (6.36%) Terraform
3 6 (3.47%) Kubeflow
4 2 (1.16%) Ansible
5 1 (0.58%) Grafana
5 1 (0.58%) HP Fortify
5 1 (0.58%) Microsoft Intune
5 1 (0.58%) Prometheus
5 1 (0.58%) SCCM
5 1 (0.58%) SELinux
Vendors
1 37 (21.39%) Microsoft
1 37 (21.39%) OpenAI
2 30 (17.34%) Google
3 29 (16.76%) Databricks
4 23 (13.29%) Foundry
5 10 (5.78%) UiPath
6 8 (4.62%) Automation Anywhere
7 4 (2.31%) NVIDIA
7 4 (2.31%) SAP
8 2 (1.16%) Dynatrace
8 2 (1.16%) IBM
8 2 (1.16%) Siemens
9 1 (0.58%) Dataiku
9 1 (0.58%) DataRobot
9 1 (0.58%) Splunk
9 1 (0.58%) Workday