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

6 months to
2 Mar 2026
Same period 2025 Same period 2024
Rank 400 417 465
Rank change year-on-year +17 +48 +197
Contract jobs citing TensorFlow 169 58 89
As % of all contract jobs in England 0.48% 0.23% 0.23%
As % of the Libraries, Frameworks & Software Standards category 2.21% 1.01% 1.16%
Number of daily rates quoted 110 42 57
10th Percentile £411 £451 £413
25th Percentile £493 £510 £463
Median daily rate (50th Percentile) £560 £575 £525
Median % change year-on-year -2.61% +9.52% -19.23%
75th Percentile £675 £675 £650
90th Percentile £753 - £750
UK median daily rate £575 £575 £525
% change year-on-year - +9.52% -23.64%
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 - - -7.64%

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 7,646 5,743 7,705
As % of all contract IT jobs advertised in England 21.65% 22.68% 20.30%
Number of daily rates quoted 5,129 3,784 5,482
10th Percentile £358 £363 £350
25th Percentile £420 £428 £431
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 £530
% change year-on-year -1.90% -0.94% -7.54%
Number of hourly rates quoted 214 79 211
10th Percentile £35.08 £26.98 £21.25
25th Percentile £52.50 £48.00 £40.16
Median hourly rate £65.00 £62.50 £48.72
Median % change year-on-year +4.00% +28.28% -25.05%
75th Percentile £70.00 £68.38 £66.25
90th Percentile £78.55 £81.23 £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 2 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 2 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 +26 103 £575 +9.52% 76
East of England -12 25 £620 -4.62% 40
North of England -49 16 £525 +11.58% 26
South East -26 12 £550 - 55
Yorkshire -51 11 £525 - 16
Midlands -51 7 £513 +28.13% 20
West Midlands -48 4 £538 +34.38% 7
North East - 3 £593 - 2
East Midlands - 3 £385 - 12
North West -36 2 £575 +22.21% 8
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 18 (10.65%) Apache Spark
2 9 (5.33%) Appian
3 5 (2.96%) 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 (3.55%) Chatbot
2 1 (0.59%) Microsoft Office
Cloud Services
1 118 (69.82%) Azure
2 68 (40.24%) AWS
3 63 (37.28%) GCP
4 34 (20.12%) GitHub
5 26 (15.38%) Azure AI
5 26 (15.38%) Azure AKS
6 23 (13.61%) Azure Machine Learning
7 18 (10.65%) GitHub Copilot
7 18 (10.65%) Serverless
8 16 (9.47%) Azure Data Factory
8 16 (9.47%) Power Platform
9 14 (8.28%) Azure DevOps
9 14 (8.28%) Azure Functions
9 14 (8.28%) Vertex AI
10 12 (7.10%) Azure Cognitive Services
11 11 (6.51%) Anthropic Claude
11 11 (6.51%) Azure Key Vault
11 11 (6.51%) PaaS
12 10 (5.92%) GitHub Actions
13 9 (5.33%) Azure Monitor
Communications & Networking
1 5 (2.96%) Network Security
2 4 (2.37%) Internet
3 1 (0.59%) InfiniBand
Database & Business Intelligence
1 27 (15.98%) NoSQL
2 15 (8.88%) Pinecone
2 15 (8.88%) PostgreSQL
2 15 (8.88%) Power BI
3 12 (7.10%) Big Data
4 10 (5.92%) Data Lake
5 8 (4.73%) BigQuery
5 8 (4.73%) SQL Server
6 7 (4.14%) MySQL
7 6 (3.55%) Amazon Redshift
7 6 (3.55%) RDBMS
7 6 (3.55%) Relational Database
7 6 (3.55%) Tableau
7 6 (3.55%) Weaviate
8 5 (2.96%) Data Warehouse
8 5 (2.96%) Hadoop
9 4 (2.37%) Azure SQL Database
9 4 (2.37%) MongoDB
9 4 (2.37%) Neo4j
10 3 (1.78%) Data Mining
Development Applications
1 25 (14.79%) MLflow
2 11 (6.51%) Git
3 7 (4.14%) Jenkins
4 6 (3.55%) PyCharm
5 3 (1.78%) 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 67 (39.64%) Social Skills
2 49 (28.99%) Finance
3 19 (11.24%) Analytical Skills
4 15 (8.88%) Banking
4 15 (8.88%) Public Sector
5 9 (5.33%) Documentation Skills
6 5 (2.96%) Investment Banking
6 5 (2.96%) Retail
7 4 (2.37%) Presentation Skills
8 3 (1.78%) Inclusion and Diversity
8 3 (1.78%) Marketing
9 2 (1.18%) Aviation
9 2 (1.18%) Back Office
9 2 (1.18%) Influencing Skills
9 2 (1.18%) Legal
9 2 (1.18%) Manufacturing
10 1 (0.59%) Electronics
10 1 (0.59%) Financial Institution
10 1 (0.59%) Pharmaceutical
10 1 (0.59%) Telecoms
Job Titles
1 59 (34.91%) Artificial Intelligence Engineer
2 33 (19.53%) Data Scientist
3 20 (11.83%) Senior
4 19 (11.24%) Machine Learning Engineer
5 18 (10.65%) Developer
6 13 (7.69%) Architect
6 13 (7.69%) Artificial Intelligence Architect
7 11 (6.51%) Data Engineer
8 10 (5.92%) Artificial Intelligence Developer
9 8 (4.73%) Automation Engineer
10 7 (4.14%) Python Engineer
11 5 (2.96%) Azure Developer
12 4 (2.37%) Azure Engineer
12 4 (2.37%) Backend Developer
12 4 (2.37%) Evangelist
12 4 (2.37%) Senior Architect
13 3 (1.78%) Consultant
13 3 (1.78%) Senior Developer
13 3 (1.78%) Software Engineer
13 3 (1.78%) Technical Architect
Libraries, Frameworks & Software Standards
1 159 (94.08%) PyTorch
2 85 (50.30%) scikit-learn
3 42 (24.85%) Pandas
4 36 (21.30%) Hugging Face
4 36 (21.30%) NumPy
5 27 (15.98%) LangChain
6 25 (14.79%) Model Context Protocol
7 21 (12.43%) RESTful
8 20 (11.83%) REST
9 19 (11.24%) .NET
10 15 (8.88%) Keras
11 14 (8.28%) A2A Protocol
11 14 (8.28%) Node.js
12 13 (7.69%) Faiss
12 13 (7.69%) Semantic Kernel
13 12 (7.10%) LangGraph
13 12 (7.10%) React
14 11 (6.51%) AngularJS
14 11 (6.51%) FastAPI
14 11 (6.51%) pytest
Miscellaneous
1 47 (27.81%) Algorithms
2 23 (13.61%) Cloud Native
3 22 (13.02%) AI Agents
4 8 (4.73%) Legacy Systems
4 8 (4.73%) Low-Code
5 6 (3.55%) Onboarding
6 5 (2.96%) Analytical Mindset
6 5 (2.96%) Clustering
6 5 (2.96%) Distributed Systems
7 4 (2.37%) Online Banking
7 4 (2.37%) Product Ownership
7 4 (2.37%) Public Cloud
8 3 (1.78%) Blog
8 3 (1.78%) Derivative
8 3 (1.78%) Distributed Computing
9 2 (1.18%) CUDA
9 2 (1.18%) Data Protection Act
9 2 (1.18%) Web Conferencing
10 1 (0.59%) Autonomous Agent
10 1 (0.59%) Synthetic Data
Operating Systems
1 7 (4.14%) Windows
2 4 (2.37%) Linux
3 3 (1.78%) Android
3 3 (1.78%) Apple iOS
Processes & Methodologies
1 168 (99.41%) Machine Learning
2 143 (84.62%) AI
3 91 (53.85%) Data Science
4 79 (46.75%) LLM
5 69 (40.83%) MLOps
6 64 (37.87%) CI/CD
7 60 (35.50%) Data Pipeline
8 57 (33.73%) Analytics
9 55 (32.54%) Deep Learning
10 54 (31.95%) Generative AI
11 53 (31.36%) Natural Language Processing
11 53 (31.36%) Retrieval-Augmented Generation
12 46 (27.22%) Prompt Engineering
13 43 (25.44%) Problem-Solving
14 41 (24.26%) Containerisation
15 40 (23.67%) Feature Engineering
16 39 (23.08%) Data Engineering
16 39 (23.08%) DevOps
17 38 (22.49%) Agile
18 32 (18.93%) Validation
Programming Languages
1 161 (95.27%) Python
2 59 (34.91%) SQL
3 17 (10.06%) Java
4 13 (7.69%) C#
4 13 (7.69%) R
5 9 (5.33%) C++
6 8 (4.73%) JavaScript
7 7 (4.14%) Bicep
8 5 (2.96%) 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 29 (17.16%) Degree
2 17 (10.06%) Microsoft Certified Professional
3 16 (9.47%) Security Cleared
4 12 (7.10%) Master's Degree
5 11 (6.51%) PhD
6 10 (5.92%) Computer Science Degree
7 8 (4.73%) SC Cleared
8 3 (1.78%) Azure Certification
8 3 (1.78%) 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%) OSCP
Quality Assurance & Compliance
1 13 (7.69%) NIST
2 12 (7.10%) EU AI Act
3 11 (6.51%) Data Quality
4 8 (4.73%) QA
5 4 (2.37%) GDPR
6 2 (1.18%) PCI DSS
7 1 (0.59%) California Consumer Privacy Act
7 1 (0.59%) Def Stans
7 1 (0.59%) ISO/IEC 42001
7 1 (0.59%) JSP 440
7 1 (0.59%) NCSC
7 1 (0.59%) NIST 800
System Software
1 59 (34.91%) Docker
2 7 (4.14%) 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 64 (37.87%) Kubernetes
2 11 (6.51%) Terraform
3 4 (2.37%) 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 (21.89%) Microsoft
1 37 (21.89%) OpenAI
2 29 (17.16%) Databricks
3 28 (16.57%) Google
4 23 (13.61%) Foundry
5 8 (4.73%) Automation Anywhere
5 8 (4.73%) UiPath
6 4 (2.37%) NVIDIA
6 4 (2.37%) SAP
7 2 (1.18%) Dynatrace
7 2 (1.18%) IBM
7 2 (1.18%) Siemens
8 1 (0.59%) Dataiku
8 1 (0.59%) DataRobot
8 1 (0.59%) Splunk
8 1 (0.59%) Workday