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

6 months to
16 Feb 2026
Same period 2025 Same period 2024
Rank 390 433 462
Rank change year-on-year +43 +29 +202
Contract jobs citing TensorFlow 167 60 91
As % of all contract jobs in England 0.49% 0.23% 0.24%
As % of the Libraries, Frameworks & Software Standards category 2.25% 1.03% 1.17%
Number of daily rates quoted 106 45 58
10th Percentile £400 £376 £413
25th Percentile £464 £510 £463
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -26.06%
75th Percentile £669 £675 £650
90th Percentile £756 - £750
UK median daily rate £570 £575 £525
% change year-on-year -0.87% +9.52% -26.83%
Number of hourly rates quoted 0 0 10
Median hourly rate - - £46.18
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 7,435 5,802 7,746
As % of all contract IT jobs advertised in England 21.86% 22.49% 20.38%
Number of daily rates quoted 4,993 3,760 5,549
10th Percentile £358 £363 £350
25th Percentile £416 £425 £431
Median daily rate (50th Percentile) £524 £550 £550
Median % change year-on-year -4.73% - -4.35%
75th Percentile £626 £663 £663
90th Percentile £738 £788 £768
UK median daily rate £513 £533 £534
% change year-on-year -3.92% -0.11% -7.13%
Number of hourly rates quoted 200 74 180
10th Percentile £34.80 £26.80 £22.75
25th Percentile £50.81 £51.56 £44.90
Median hourly rate £63.50 £62.50 £55.00
Median % change year-on-year +1.60% +13.64% -15.38%
75th Percentile £70.00 £67.06 £70.00
90th Percentile £79.20 £76.37 £77.50
UK median hourly rate £64.00 £62.50 £55.00
% change year-on-year +2.40% +13.64% -15.38%

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 16 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 16 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 +32 101 £550 +4.76% 34
East of England -6 25 £620 -4.62% 5
North of England -48 18 £525 +15.38% 12
South East -21 13 £513 -6.82% 19
Yorkshire - 12 £516 - 4
Midlands -52 4 £395 +10.96% 3
East Midlands -22 3 £385 +10.63% 3
North West -32 3 £513 +12.64% 8
North East - 3 £593 -
West Midlands -46 1 £500 +25.00%
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 (10.18%) Apache Spark
2 9 (5.39%) Appian
3 4 (2.40%) Apache Airflow
4 2 (1.20%) Apache
4 2 (1.20%) Jupyter
5 1 (0.60%) Luigi
5 1 (0.60%) Microsoft Exchange
Applications
1 6 (3.59%) Chatbot
2 1 (0.60%) Microsoft Office
Cloud Services
1 115 (68.86%) Azure
2 62 (37.13%) AWS
3 57 (34.13%) GCP
4 34 (20.36%) GitHub
5 29 (17.37%) Azure AKS
6 27 (16.17%) Azure AI
7 23 (13.77%) Azure Machine Learning
8 18 (10.78%) GitHub Copilot
9 17 (10.18%) Serverless
10 16 (9.58%) Azure Data Factory
11 15 (8.98%) Azure DevOps
11 15 (8.98%) Power Platform
12 14 (8.38%) Azure Functions
13 13 (7.78%) Vertex AI
14 12 (7.19%) Azure Cognitive Services
15 11 (6.59%) Anthropic Claude
15 11 (6.59%) Azure Key Vault
15 11 (6.59%) PaaS
16 10 (5.99%) GitHub Actions
17 9 (5.39%) Azure Monitor
Communications & Networking
1 5 (2.99%) Network Security
2 4 (2.40%) Internet
3 1 (0.60%) InfiniBand
Database & Business Intelligence
1 27 (16.17%) NoSQL
2 16 (9.58%) PostgreSQL
3 15 (8.98%) Pinecone
4 14 (8.38%) Power BI
5 12 (7.19%) Big Data
5 12 (7.19%) Data Lake
6 8 (4.79%) SQL Server
7 7 (4.19%) BigQuery
7 7 (4.19%) MySQL
8 6 (3.59%) RDBMS
8 6 (3.59%) Relational Database
8 6 (3.59%) Weaviate
9 5 (2.99%) Amazon Redshift
9 5 (2.99%) Tableau
10 4 (2.40%) Azure SQL Database
10 4 (2.40%) Data Warehouse
10 4 (2.40%) Hadoop
10 4 (2.40%) MongoDB
10 4 (2.40%) Neo4j
11 3 (1.80%) Data Mining
Development Applications
1 24 (14.37%) MLflow
2 8 (4.79%) Git
3 7 (4.19%) Jenkins
4 6 (3.59%) PyCharm
5 3 (1.80%) SonarQube
6 2 (1.20%) JIRA
7 1 (0.60%) Ant
7 1 (0.60%) Bitbucket
7 1 (0.60%) Claude Code
7 1 (0.60%) GitLab
7 1 (0.60%) JUnit
7 1 (0.60%) Maven
7 1 (0.60%) REST Assured
7 1 (0.60%) SoapUI
General
1 68 (40.72%) Social Skills
2 49 (29.34%) Finance
3 17 (10.18%) Analytical Skills
4 15 (8.98%) Banking
5 14 (8.38%) Public Sector
6 10 (5.99%) Documentation Skills
7 5 (2.99%) Investment Banking
8 4 (2.40%) Presentation Skills
8 4 (2.40%) Retail
9 3 (1.80%) Inclusion and Diversity
9 3 (1.80%) Legal
10 2 (1.20%) Aviation
10 2 (1.20%) Back Office
10 2 (1.20%) Influencing Skills
10 2 (1.20%) Manufacturing
10 2 (1.20%) Marketing
11 1 (0.60%) Electronics
11 1 (0.60%) Financial Institution
11 1 (0.60%) Pharmaceutical
11 1 (0.60%) Telecoms
Job Titles
1 59 (35.33%) Artificial Intelligence Engineer
2 32 (19.16%) Data Scientist
3 19 (11.38%) Machine Learning Engineer
4 18 (10.78%) Senior
5 17 (10.18%) Developer
6 13 (7.78%) Architect
6 13 (7.78%) Artificial Intelligence Architect
7 10 (5.99%) Artificial Intelligence Developer
7 10 (5.99%) Data Engineer
8 8 (4.79%) Automation Engineer
9 5 (2.99%) Azure Developer
9 5 (2.99%) Python Engineer
10 4 (2.40%) Azure Engineer
10 4 (2.40%) Backend Developer
10 4 (2.40%) Evangelist
10 4 (2.40%) Senior Architect
11 3 (1.80%) Consultant
11 3 (1.80%) Senior Developer
11 3 (1.80%) Senior Technical Architect
11 3 (1.80%) Technical Architect
Libraries, Frameworks & Software Standards
1 155 (92.81%) PyTorch
2 82 (49.10%) scikit-learn
3 40 (23.95%) Pandas
4 36 (21.56%) Hugging Face
5 34 (20.36%) NumPy
6 27 (16.17%) LangChain
7 25 (14.97%) Model Context Protocol
8 21 (12.57%) RESTful
9 19 (11.38%) .NET
9 19 (11.38%) REST
10 15 (8.98%) Node.js
11 14 (8.38%) A2A Protocol
11 14 (8.38%) Keras
12 13 (7.78%) Faiss
12 13 (7.78%) LangGraph
12 13 (7.78%) Semantic Kernel
13 11 (6.59%) AngularJS
13 11 (6.59%) pytest
13 11 (6.59%) React
14 10 (5.99%) FastAPI
Miscellaneous
1 42 (25.15%) Algorithms
2 22 (13.17%) Cloud Native
3 21 (12.57%) AI Agents
4 8 (4.79%) Legacy Systems
4 8 (4.79%) Low-Code
5 6 (3.59%) Analytical Mindset
5 6 (3.59%) Onboarding
6 5 (2.99%) Clustering
6 5 (2.99%) Distributed Systems
7 4 (2.40%) Data Protection Act
7 4 (2.40%) Online Banking
8 3 (1.80%) Blog
8 3 (1.80%) Derivative
8 3 (1.80%) Distributed Computing
8 3 (1.80%) Product Ownership
8 3 (1.80%) Public Cloud
9 2 (1.20%) CUDA
9 2 (1.20%) Web Conferencing
10 1 (0.60%) Autonomous Agent
10 1 (0.60%) Synthetic Data
Operating Systems
1 7 (4.19%) Windows
2 4 (2.40%) Linux
3 3 (1.80%) Android
3 3 (1.80%) Apple iOS
Processes & Methodologies
1 163 (97.60%) Machine Learning
2 144 (86.23%) AI
3 91 (54.49%) Data Science
4 79 (47.31%) LLM
5 70 (41.92%) MLOps
6 60 (35.93%) CI/CD
7 57 (34.13%) Data Pipeline
8 56 (33.53%) Analytics
8 56 (33.53%) Natural Language Processing
9 54 (32.34%) Deep Learning
9 54 (32.34%) Generative AI
10 53 (31.74%) Retrieval-Augmented Generation
11 47 (28.14%) Prompt Engineering
12 41 (24.55%) Data Engineering
12 41 (24.55%) DevOps
13 40 (23.95%) Containerisation
13 40 (23.95%) Problem-Solving
14 38 (22.75%) Feature Engineering
15 37 (22.16%) Agile
16 29 (17.37%) Microservices
Programming Languages
1 158 (94.61%) Python
2 58 (34.73%) SQL
3 17 (10.18%) Java
4 13 (7.78%) C#
4 13 (7.78%) R
5 9 (5.39%) C++
5 9 (5.39%) JavaScript
6 7 (4.19%) Bicep
7 4 (2.40%) TypeScript
8 2 (1.20%) Ada
8 2 (1.20%) Go
8 2 (1.20%) Scala
9 1 (0.60%) SHACL
9 1 (0.60%) Shell Script
9 1 (0.60%) SPARQL
Qualifications
1 29 (17.37%) Degree
2 17 (10.18%) Microsoft Certified Professional
3 15 (8.98%) Security Cleared
4 12 (7.19%) Master's Degree
5 11 (6.59%) Computer Science Degree
6 10 (5.99%) PhD
7 7 (4.19%) SC Cleared
8 3 (1.80%) Azure Certification
8 3 (1.80%) BPSS Clearance
9 1 (0.60%) AWS Certification
9 1 (0.60%) CESG Certified Professional
9 1 (0.60%) CISM
9 1 (0.60%) CISSP
9 1 (0.60%) DV Cleared
9 1 (0.60%) OSCP
Quality Assurance & Compliance
1 13 (7.78%) NIST
2 12 (7.19%) EU AI Act
3 10 (5.99%) Data Quality
4 9 (5.39%) QA
5 4 (2.40%) GDPR
6 2 (1.20%) PCI DSS
7 1 (0.60%) California Consumer Privacy Act
7 1 (0.60%) Def Stans
7 1 (0.60%) ISO/IEC 42001
7 1 (0.60%) JSP 440
7 1 (0.60%) NCSC
7 1 (0.60%) NIST 800
System Software
1 55 (32.93%) Docker
2 7 (4.19%) Active Directory
3 4 (2.40%) Virtual Machines
4 2 (1.20%) HDFS
5 1 (0.60%) GPFS
5 1 (0.60%) Lustre
5 1 (0.60%) Slurm Workload Manager
Systems Management
1 65 (38.92%) Kubernetes
2 10 (5.99%) Terraform
3 3 (1.80%) Kubeflow
4 2 (1.20%) Ansible
5 1 (0.60%) Grafana
5 1 (0.60%) HP Fortify
5 1 (0.60%) Microsoft Intune
5 1 (0.60%) Prometheus
5 1 (0.60%) SCCM
5 1 (0.60%) SELinux
Vendors
1 38 (22.75%) Microsoft
1 38 (22.75%) OpenAI
2 28 (16.77%) Google
3 27 (16.17%) Databricks
4 22 (13.17%) Foundry
5 8 (4.79%) Automation Anywhere
5 8 (4.79%) UiPath
6 4 (2.40%) NVIDIA
6 4 (2.40%) SAP
7 2 (1.20%) Dynatrace
7 2 (1.20%) IBM
8 1 (0.60%) Dataiku
8 1 (0.60%) DataRobot
8 1 (0.60%) Splunk
8 1 (0.60%) Workday