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 19 February 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Feb 2026
Same period 2025 Same period 2024
Rank 401 433 465
Rank change year-on-year +32 +32 +196
Contract jobs citing TensorFlow 170 61 88
As % of all contract jobs in England 0.49% 0.24% 0.23%
As % of the Libraries, Frameworks & Software Standards category 2.24% 1.05% 1.15%
Number of daily rates quoted 108 45 56
10th Percentile £400 £376 £413
25th Percentile £469 £510 £463
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -26.06%
75th Percentile £656 £675 £650
90th Percentile £749 - £750
UK median daily rate £575 £575 £525
% change year-on-year - +9.52% -26.83%
Number of hourly rates quoted 0 0 10
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - -
90th Percentile - - £49.44
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 7,582 5,821 7,627
As % of all contract IT jobs advertised in England 21.84% 22.47% 20.36%
Number of daily rates quoted 5,089 3,797 5,450
10th Percentile £358 £363 £350
25th Percentile £416 £425 £431
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -4.35%
75th Percentile £625 £656 £663
90th Percentile £738 £788 £768
UK median daily rate £513 £525 £534
% change year-on-year -2.38% -1.69% -7.13%
Number of hourly rates quoted 207 74 190
10th Percentile £35.00 £26.80 £23.88
25th Percentile £51.13 £51.56 £43.78
Median hourly rate £64.00 £62.50 £54.53
Median % change year-on-year +2.40% +14.62% -16.11%
75th Percentile £70.00 £67.06 £69.38
90th Percentile £78.10 £76.37 £77.50
UK median hourly rate £64.25 £62.50 £54.53
% change year-on-year +2.80% +14.62% -16.11%

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 19 February 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 19 February 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 +22 104 £550 +4.76% 40
East of England -9 25 £620 -4.62% 4
North of England -60 18 £525 +15.38% 7
South East -18 13 £550 - 17
Yorkshire - 12 £516 - 3
Midlands -66 4 £395 +10.96% 3
East Midlands -26 3 £385 +10.63% 1
North West -30 3 £513 +12.64% 4
North East - 3 £593 -
West Midlands -58 1 £500 +25.00% 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 18 (10.59%) Apache Spark
2 9 (5.29%) Appian
3 4 (2.35%) 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
1 118 (69.41%) Azure
2 66 (38.82%) AWS
3 60 (35.29%) GCP
4 34 (20.00%) GitHub
5 28 (16.47%) Azure AKS
6 27 (15.88%) Azure AI
7 23 (13.53%) Azure Machine Learning
8 18 (10.59%) GitHub Copilot
8 18 (10.59%) Serverless
9 16 (9.41%) Azure Data Factory
9 16 (9.41%) Power Platform
10 15 (8.82%) Azure DevOps
11 14 (8.24%) Azure Functions
11 14 (8.24%) Vertex AI
12 12 (7.06%) Azure Cognitive Services
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 27 (15.88%) NoSQL
2 16 (9.41%) PostgreSQL
3 15 (8.82%) Pinecone
3 15 (8.82%) Power BI
4 12 (7.06%) Big Data
5 11 (6.47%) Data Lake
6 8 (4.71%) SQL Server
7 7 (4.12%) BigQuery
7 7 (4.12%) MySQL
8 6 (3.53%) RDBMS
8 6 (3.53%) Relational Database
8 6 (3.53%) Tableau
8 6 (3.53%) Weaviate
9 5 (2.94%) Amazon Redshift
9 5 (2.94%) Hadoop
10 4 (2.35%) Azure SQL Database
10 4 (2.35%) Data Warehouse
10 4 (2.35%) MongoDB
10 4 (2.35%) Neo4j
11 3 (1.76%) Data Mining
Development Applications
1 25 (14.71%) MLflow
2 8 (4.71%) 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 49 (28.82%) Finance
3 18 (10.59%) Analytical Skills
4 15 (8.82%) Banking
4 15 (8.82%) Public Sector
5 10 (5.88%) Documentation Skills
6 5 (2.94%) Investment Banking
7 4 (2.35%) Presentation Skills
7 4 (2.35%) Retail
8 3 (1.76%) Inclusion and Diversity
8 3 (1.76%) Legal
9 2 (1.18%) Aviation
9 2 (1.18%) Back Office
9 2 (1.18%) Influencing Skills
9 2 (1.18%) Manufacturing
9 2 (1.18%) Marketing
10 1 (0.59%) Electronics
10 1 (0.59%) Financial Institution
10 1 (0.59%) Pharmaceutical
10 1 (0.59%) Telecoms
Job Titles
1 60 (35.29%) Artificial Intelligence Engineer
2 33 (19.41%) Data Scientist
3 19 (11.18%) Machine Learning Engineer
4 18 (10.59%) Senior
5 17 (10.00%) Developer
6 13 (7.65%) Architect
6 13 (7.65%) Artificial Intelligence Architect
7 11 (6.47%) Data Engineer
8 10 (5.88%) Artificial Intelligence Developer
9 8 (4.71%) Automation Engineer
10 5 (2.94%) Azure Developer
10 5 (2.94%) Python Engineer
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
1 158 (92.94%) PyTorch
2 82 (48.24%) scikit-learn
3 40 (23.53%) Pandas
4 36 (21.18%) Hugging Face
5 34 (20.00%) NumPy
6 27 (15.88%) LangChain
7 25 (14.71%) Model Context Protocol
8 21 (12.35%) RESTful
9 20 (11.76%) REST
10 19 (11.18%) .NET
11 15 (8.82%) Node.js
12 14 (8.24%) A2A Protocol
12 14 (8.24%) Keras
13 13 (7.65%) Faiss
13 13 (7.65%) LangGraph
13 13 (7.65%) Semantic Kernel
14 12 (7.06%) React
15 11 (6.47%) AngularJS
15 11 (6.47%) FastAPI
15 11 (6.47%) pytest
Miscellaneous
1 43 (25.29%) Algorithms
2 23 (13.53%) Cloud Native
3 21 (12.35%) AI Agents
4 8 (4.71%) Legacy Systems
4 8 (4.71%) Low-Code
5 6 (3.53%) Onboarding
6 5 (2.94%) Analytical Mindset
6 5 (2.94%) Clustering
6 5 (2.94%) Distributed Systems
7 4 (2.35%) Data Protection Act
7 4 (2.35%) Online Banking
8 3 (1.76%) Blog
8 3 (1.76%) Derivative
8 3 (1.76%) Distributed Computing
8 3 (1.76%) Product Ownership
8 3 (1.76%) Public Cloud
9 2 (1.18%) CUDA
9 2 (1.18%) Web Conferencing
10 1 (0.59%) Autonomous Agent
10 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
1 166 (97.65%) Machine Learning
2 147 (86.47%) AI
3 93 (54.71%) Data Science
4 79 (46.47%) LLM
5 70 (41.18%) MLOps
6 61 (35.88%) CI/CD
7 60 (35.29%) Data Pipeline
8 57 (33.53%) Analytics
9 56 (32.94%) Deep Learning
9 56 (32.94%) Natural Language Processing
10 54 (31.76%) Generative AI
11 53 (31.18%) Retrieval-Augmented Generation
12 47 (27.65%) Prompt Engineering
13 41 (24.12%) Containerisation
13 41 (24.12%) Data Engineering
13 41 (24.12%) DevOps
14 40 (23.53%) Problem-Solving
15 39 (22.94%) Feature Engineering
16 38 (22.35%) Agile
17 29 (17.06%) Validation
Programming Languages
1 161 (94.71%) Python
2 59 (34.71%) SQL
3 17 (10.00%) Java
4 13 (7.65%) C#
4 13 (7.65%) R
5 9 (5.29%) C++
5 9 (5.29%) JavaScript
6 7 (4.12%) Bicep
7 5 (2.94%) TypeScript
8 2 (1.18%) Ada
8 2 (1.18%) Go
8 2 (1.18%) Scala
9 1 (0.59%) SHACL
9 1 (0.59%) Shell Script
9 1 (0.59%) SPARQL
Qualifications
1 30 (17.65%) Degree
2 17 (10.00%) Microsoft Certified Professional
3 15 (8.82%) Security Cleared
4 13 (7.65%) Master's Degree
5 11 (6.47%) Computer Science Degree
6 10 (5.88%) PhD
7 7 (4.12%) SC Cleared
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%) OSCP
Quality Assurance & Compliance
1 13 (7.65%) NIST
2 12 (7.06%) Data Quality
2 12 (7.06%) EU AI Act
3 9 (5.29%) QA
4 4 (2.35%) GDPR
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 56 (32.94%) Docker
2 7 (4.12%) Active Directory
3 4 (2.35%) Virtual Machines
4 2 (1.18%) HDFS
5 1 (0.59%) GPFS
5 1 (0.59%) Lustre
5 1 (0.59%) Slurm Workload Manager
Systems Management
1 66 (38.82%) Kubernetes
2 11 (6.47%) Terraform
3 3 (1.76%) 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 38 (22.35%) Microsoft
1 38 (22.35%) OpenAI
2 27 (15.88%) Databricks
2 27 (15.88%) Google
3 22 (12.94%) Foundry
4 8 (4.71%) Automation Anywhere
4 8 (4.71%) UiPath
5 4 (2.35%) NVIDIA
5 4 (2.35%) SAP
6 2 (1.18%) Dynatrace
6 2 (1.18%) IBM
7 1 (0.59%) Dataiku
7 1 (0.59%) DataRobot
7 1 (0.59%) Splunk
7 1 (0.59%) Workday