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

6 months to
24 Mar 2026
Same period 2025 Same period 2024
Rank 414 399 462
Rank change year-on-year -15 +63 +179
Contract jobs citing TensorFlow 167 72 78
As % of all contract jobs in England 0.45% 0.30% 0.21%
As % of the Libraries, Frameworks & Software Standards category 2.14% 1.31% 1.04%
Number of daily rates quoted 113 50 53
10th Percentile £420 £448 £413
25th Percentile £500 £510 £463
Median daily rate (50th Percentile) £575 £575 £525
Median % change year-on-year - +9.52% -4.55%
75th Percentile £675 £675 £655
90th Percentile £823 £776 £750
UK median daily rate £588 £575 £525
% change year-on-year +2.17% +9.52% -4.55%
Number of hourly rates quoted 0 0 5
10th Percentile - - -
25th Percentile - - -
Median hourly rate - - £46.18
75th Percentile - - -
90th Percentile - - £65.72
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 7,821 5,501 7,516
As % of all contract IT jobs advertised in England 20.89% 22.62% 19.93%
Number of daily rates quoted 5,259 3,772 5,366
10th Percentile £358 £363 £343
25th Percentile £420 £425 £429
Median daily rate (50th Percentile) £525 £538 £540
Median % change year-on-year -2.33% -0.46% -6.09%
75th Percentile £625 £663 £670
90th Percentile £738 £798 £775
UK median daily rate £513 £525 £525
% change year-on-year -2.38% - -4.55%
Number of hourly rates quoted 219 86 180
10th Percentile £35.00 £27.30 £20.82
25th Percentile £52.50 £51.56 £39.92
Median hourly rate £65.00 £64.50 £48.72
Median % change year-on-year +0.78% +32.39% -25.05%
75th Percentile £70.75 £68.56 £65.00
90th Percentile £79.40 £82.53 £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 24 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 24 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 +6 104 £600 +14.29% 53
East of England -15 22 £625 -3.85% 4
North of England -66 13 £575 +17.35% 4
South East -42 12 £563 +2.27% 23
Yorkshire -53 8 £508 - 1
Midlands - 7 £513 - 4
West Midlands - 4 £538 - 2
North East - 3 £593 -
East Midlands - 3 £385 - 2
North West -42 2 £575 +17.35% 3
South West -29 1 £575 -30.30% 11
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 (10.78%) Apache Spark
2 9 (5.39%) Appian
3 7 (4.19%) Apache Airflow
4 2 (1.20%) Apache
5 1 (0.60%) Jupyter
5 1 (0.60%) Luigi
5 1 (0.60%) Microsoft Exchange
Applications
1 5 (2.99%) Chatbot
2 1 (0.60%) Microsoft Office
Cloud Services
1 111 (66.47%) Azure
2 70 (41.92%) AWS
3 65 (38.92%) GCP
4 29 (17.37%) GitHub
5 25 (14.97%) Azure AI
6 22 (13.17%) Azure Machine Learning
7 17 (10.18%) Azure AKS
7 17 (10.18%) Power Platform
8 16 (9.58%) Azure Data Factory
9 13 (7.78%) GitHub Copilot
10 12 (7.19%) Anthropic Claude
10 12 (7.19%) Azure Cognitive Services
10 12 (7.19%) Azure DevOps
10 12 (7.19%) Serverless
11 11 (6.59%) Azure Key Vault
11 11 (6.59%) Vertex AI
12 10 (5.99%) GitHub Actions
13 9 (5.39%) Azure Functions
13 9 (5.39%) Azure Monitor
13 9 (5.39%) Microsoft Copilot
Communications & Networking
1 5 (2.99%) Network Security
2 4 (2.40%) Internet
3 1 (0.60%) InfiniBand
Database & Business Intelligence
1 26 (15.57%) NoSQL
2 16 (9.58%) Power BI
3 15 (8.98%) Big Data
3 15 (8.98%) Pinecone
4 12 (7.19%) PostgreSQL
5 8 (4.79%) Data Lake
5 8 (4.79%) SQL Server
6 7 (4.19%) MySQL
6 7 (4.19%) Tableau
7 6 (3.59%) Amazon Redshift
7 6 (3.59%) BigQuery
7 6 (3.59%) Hadoop
7 6 (3.59%) RDBMS
7 6 (3.59%) Relational Database
7 6 (3.59%) Weaviate
8 5 (2.99%) Data Warehouse
9 4 (2.40%) Azure SQL Database
9 4 (2.40%) MongoDB
9 4 (2.40%) Neo4j
10 3 (1.80%) Data Mining
Development Applications
1 24 (14.37%) MLflow
2 11 (6.59%) 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 45 (26.95%) Finance
3 28 (16.77%) Analytical Skills
4 17 (10.18%) Public Sector
5 14 (8.38%) Banking
6 9 (5.39%) Documentation Skills
7 6 (3.59%) Presentation Skills
8 5 (2.99%) Aviation
8 5 (2.99%) Investment Banking
9 3 (1.80%) Inclusion and Diversity
9 3 (1.80%) Marketing
9 3 (1.80%) Pharmaceutical
9 3 (1.80%) Retail
10 2 (1.20%) Back Office
10 2 (1.20%) Influencing Skills
10 2 (1.20%) Legal
10 2 (1.20%) Manufacturing
11 1 (0.60%) Electronics
11 1 (0.60%) Military
11 1 (0.60%) Telecoms
Job Titles
1 57 (34.13%) Artificial Intelligence Engineer
2 37 (22.16%) Data Scientist
3 20 (11.98%) Senior
4 18 (10.78%) Machine Learning Engineer
5 17 (10.18%) Developer
6 11 (6.59%) Architect
6 11 (6.59%) Artificial Intelligence Architect
7 9 (5.39%) Artificial Intelligence Developer
7 9 (5.39%) Data Engineer
8 8 (4.79%) Automation Engineer
9 7 (4.19%) Python Engineer
10 5 (2.99%) Azure Developer
11 4 (2.40%) Azure Engineer
11 4 (2.40%) Backend Developer
11 4 (2.40%) Evangelist
11 4 (2.40%) Senior Architect
12 3 (1.80%) Consultant
12 3 (1.80%) Senior Developer
12 3 (1.80%) Software Engineer
12 3 (1.80%) Technical Architect
Libraries, Frameworks & Software Standards
1 157 (94.01%) PyTorch
2 86 (51.50%) scikit-learn
3 41 (24.55%) Pandas
4 35 (20.96%) NumPy
5 33 (19.76%) Hugging Face
6 26 (15.57%) LangChain
7 20 (11.98%) Model Context Protocol
7 20 (11.98%) REST
8 15 (8.98%) Keras
8 15 (8.98%) RESTful
9 14 (8.38%) .NET
10 13 (7.78%) Faiss
10 13 (7.78%) Node.js
11 12 (7.19%) LangGraph
12 11 (6.59%) Google JAX
12 11 (6.59%) JAX
12 11 (6.59%) pytest
12 11 (6.59%) React
13 10 (5.99%) FastAPI
13 10 (5.99%) Flask
Miscellaneous
1 42 (25.15%) Algorithms
2 22 (13.17%) AI Agents
3 17 (10.18%) Cloud Native
4 8 (4.79%) Legacy Systems
4 8 (4.79%) Low-Code
5 5 (2.99%) Analytical Mindset
5 5 (2.99%) Clustering
5 5 (2.99%) Distributed Systems
6 4 (2.40%) Onboarding
6 4 (2.40%) Online Banking
6 4 (2.40%) Public Cloud
7 3 (1.80%) Blog
7 3 (1.80%) Derivative
7 3 (1.80%) Distributed Computing
8 2 (1.20%) CUDA
8 2 (1.20%) Data Protection Act
8 2 (1.20%) Product Ownership
8 2 (1.20%) Web Conferencing
9 1 (0.60%) Autonomous Agent
9 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
1 166 (99.40%) Machine Learning
2 140 (83.83%) AI
3 86 (51.50%) Data Science
4 72 (43.11%) LLM
5 68 (40.72%) MLOps
6 62 (37.13%) CI/CD
7 60 (35.93%) Analytics
8 58 (34.73%) Data Pipeline
9 55 (32.93%) Generative AI
10 49 (29.34%) Deep Learning
10 49 (29.34%) Natural Language Processing
11 48 (28.74%) Retrieval-Augmented Generation
12 47 (28.14%) Feature Engineering
13 41 (24.55%) Prompt Engineering
14 38 (22.75%) DevOps
15 37 (22.16%) Containerisation
15 37 (22.16%) Problem-Solving
16 36 (21.56%) Data Engineering
17 31 (18.56%) Agile
18 27 (16.17%) Microservices
Programming Languages
1 158 (94.61%) Python
2 56 (33.53%) SQL
3 17 (10.18%) Java
4 15 (8.98%) C#
5 13 (7.78%) R
6 8 (4.79%) C++
6 8 (4.79%) JavaScript
7 7 (4.19%) Bicep
8 5 (2.99%) TypeScript
9 2 (1.20%) Ada
9 2 (1.20%) Go
9 2 (1.20%) Scala
10 1 (0.60%) SHACL
10 1 (0.60%) Shell Script
10 1 (0.60%) SPARQL
Qualifications
1 29 (17.37%) Degree
2 19 (11.38%) Security Cleared
3 12 (7.19%) Master's Degree
3 12 (7.19%) Microsoft Certified Professional
4 10 (5.99%) PhD
4 10 (5.99%) SC Cleared
5 8 (4.79%) Computer Science Degree
6 3 (1.80%) Azure Certification
6 3 (1.80%) BPSS Clearance
7 1 (0.60%) CESG Certified Professional
7 1 (0.60%) CISM
7 1 (0.60%) CISSP
7 1 (0.60%) DV Cleared
7 1 (0.60%) Numerate Degree
7 1 (0.60%) OSCP
Quality Assurance & Compliance
1 13 (7.78%) Data Quality
2 8 (4.79%) NIST
3 7 (4.19%) EU AI Act
3 7 (4.19%) QA
4 4 (2.40%) GDPR
5 2 (1.20%) Actionable Recommendations
5 2 (1.20%) PCI DSS
6 1 (0.60%) California Consumer Privacy Act
6 1 (0.60%) Def Stans
6 1 (0.60%) ISO/IEC 42001
6 1 (0.60%) JSP 440
6 1 (0.60%) NCSC
6 1 (0.60%) NIST 800
System Software
1 57 (34.13%) Docker
2 7 (4.19%) Active Directory
3 2 (1.20%) HDFS
3 2 (1.20%) Virtual Machines
4 1 (0.60%) GPFS
4 1 (0.60%) Lustre
4 1 (0.60%) Slurm Workload Manager
Systems Management
1 57 (34.13%) Kubernetes
2 10 (5.99%) Terraform
3 7 (4.19%) 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%) OpenAI
2 30 (17.96%) Databricks
2 30 (17.96%) Microsoft
3 29 (17.37%) Google
4 18 (10.78%) Foundry
5 10 (5.99%) UiPath
6 8 (4.79%) Automation Anywhere
7 4 (2.40%) NVIDIA
8 2 (1.20%) Dynatrace
8 2 (1.20%) IBM
8 2 (1.20%) SAP
8 2 (1.20%) Siemens
9 1 (0.60%) Splunk
9 1 (0.60%) Workday