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

6 months to
2 Jan 2026
Same period 2025 Same period 2024
Rank 398 434 454
Rank change year-on-year +36 +20 +203
Contract jobs citing TensorFlow 150 63 102
As % of all contract jobs in England 0.47% 0.23% 0.28%
As % of the Libraries, Frameworks & Software Standards category 2.12% 1.04% 1.30%
Number of daily rates quoted 99 42 62
10th Percentile £400 £363 £400
25th Percentile £449 £503 £463
Median daily rate (50th Percentile) £525 £575 £525
Median % change year-on-year -8.70% +9.52% -20.75%
75th Percentile £644 £672 £672
90th Percentile £745 £724 £786
UK median daily rate £550 £575 £525
% change year-on-year -4.35% +9.52% -22.22%
Number of hourly rates quoted 0 3 19
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +8.66%

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 7,060 6,067 7,849
As % of all contract IT jobs advertised in England 22.28% 21.79% 21.49%
Number of daily rates quoted 4,712 3,873 5,700
10th Percentile £356 £358 £363
25th Percentile £413 £431 £450
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £638 £663 £675
90th Percentile £738 £780 £763
UK median daily rate £509 £538 £550
% change year-on-year -5.39% -2.18% -4.35%
Number of hourly rates quoted 189 70 166
10th Percentile £32.72 £26.25 £31.63
25th Percentile £45.00 £43.13 £46.18
Median hourly rate £61.00 £62.50 £52.20
Median % change year-on-year -2.40% +19.74% -19.70%
75th Percentile £67.00 £65.00 £70.00
90th Percentile £77.50 £74.48 £78.00
UK median hourly rate £61.50 £62.50 £54.50
% change year-on-year -1.60% +14.68% -16.15%

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 January 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 January 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 +34 90 £525 -8.70% 117
East of England 0 23 £620 -4.62% 53
North of England -27 18 £493 +8.35% 12
Yorkshire - 14 £500 - 3
South East -8 10 £475 -13.64% 36
East Midlands -21 3 £385 +10.63% 1
North West -34 3 £438 -3.85% 9
Midlands -39 3 £385 +8.15% 6
North East -9 1 £593 -
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 16 (10.67%) Apache Spark
2 4 (2.67%) Appian
3 3 (2.00%) Apache Airflow
4 2 (1.33%) Jupyter
5 1 (0.67%) Apache
5 1 (0.67%) Microsoft Exchange
Applications
1 6 (4.00%) Chatbot
2 1 (0.67%) Microsoft Office
Cloud Services
1 104 (69.33%) Azure
2 58 (38.67%) AWS
3 52 (34.67%) GCP
4 31 (20.67%) GitHub
5 30 (20.00%) Azure AKS
6 23 (15.33%) Azure Machine Learning
7 21 (14.00%) Azure AI
8 16 (10.67%) Serverless
9 15 (10.00%) GitHub Copilot
10 14 (9.33%) Azure DevOps
10 14 (9.33%) Azure Functions
11 12 (8.00%) Azure Cognitive Services
11 12 (8.00%) Power Platform
12 11 (7.33%) Azure Data Factory
12 11 (7.33%) Azure Key Vault
12 11 (7.33%) PaaS
13 10 (6.67%) GitHub Actions
13 10 (6.67%) Vertex AI
14 9 (6.00%) Amazon SageMaker
15 8 (5.33%) Entra ID
Communications & Networking
1 5 (3.33%) Network Security
2 4 (2.67%) Internet
3 1 (0.67%) InfiniBand
Database & Business Intelligence
1 18 (12.00%) NoSQL
2 14 (9.33%) PostgreSQL
3 13 (8.67%) Data Lake
4 12 (8.00%) Big Data
4 12 (8.00%) Power BI
5 8 (5.33%) Pinecone
6 7 (4.67%) BigQuery
7 6 (4.00%) MySQL
7 6 (4.00%) RDBMS
7 6 (4.00%) Relational Database
8 5 (3.33%) Tableau
9 4 (2.67%) Amazon Redshift
9 4 (2.67%) Data Warehouse
9 4 (2.67%) Hadoop
10 3 (2.00%) Data Mining
10 3 (2.00%) Delta Lake
10 3 (2.00%) SQL Server
10 3 (2.00%) Weaviate
11 2 (1.33%) Metadata
11 2 (1.33%) Neo4j
Development Applications
1 19 (12.67%) MLflow
2 8 (5.33%) Git
2 8 (5.33%) Jenkins
3 6 (4.00%) PyCharm
4 3 (2.00%) GitLab
4 3 (2.00%) SonarQube
5 2 (1.33%) JIRA
6 1 (0.67%) Bitbucket
General
1 57 (38.00%) Social Skills
2 42 (28.00%) Finance
3 16 (10.67%) Analytical Skills
4 14 (9.33%) Banking
5 12 (8.00%) Public Sector
6 10 (6.67%) Documentation Skills
7 4 (2.67%) Investment Banking
7 4 (2.67%) Legal
8 3 (2.00%) Inclusion and Diversity
9 2 (1.33%) Back Office
9 2 (1.33%) Retail
9 2 (1.33%) Telecoms
10 1 (0.67%) Aerospace
10 1 (0.67%) Electronics
10 1 (0.67%) Law
10 1 (0.67%) Manufacturing
10 1 (0.67%) Marketing
10 1 (0.67%) Pharmaceutical
10 1 (0.67%) Presentation Skills
10 1 (0.67%) Private Banking
Job Titles
1 57 (38.00%) Artificial Intelligence Engineer
2 26 (17.33%) Data Scientist
3 20 (13.33%) Developer
4 18 (12.00%) Machine Learning Engineer
4 18 (12.00%) Senior
5 12 (8.00%) Artificial Intelligence Developer
6 10 (6.67%) Architect
6 10 (6.67%) Artificial Intelligence Architect
7 8 (5.33%) Data Engineer
8 5 (3.33%) Azure Developer
9 4 (2.67%) Backend Developer
9 4 (2.67%) Evangelist
9 4 (2.67%) Python Engineer
9 4 (2.67%) Senior Architect
10 3 (2.00%) Artificial Intelligence Specialist
10 3 (2.00%) Automation Engineer
10 3 (2.00%) Azure Engineer
10 3 (2.00%) Senior Developer
10 3 (2.00%) Senior Technical Architect
10 3 (2.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 135 (90.00%) PyTorch
2 71 (47.33%) scikit-learn
3 37 (24.67%) Pandas
4 28 (18.67%) Hugging Face
5 27 (18.00%) NumPy
6 23 (15.33%) LangChain
7 19 (12.67%) .NET
8 16 (10.67%) RESTful
9 15 (10.00%) Node.js
10 12 (8.00%) REST
10 12 (8.00%) Semantic Kernel
11 11 (7.33%) LangGraph
12 8 (5.33%) .NET Core
12 8 (5.33%) AngularJS
12 8 (5.33%) pytest
12 8 (5.33%) React
12 8 (5.33%) XGBoost
13 7 (4.67%) Google JAX
13 7 (4.67%) PySpark
13 7 (4.67%) SpaCy
Miscellaneous
1 36 (24.00%) Algorithms
2 23 (15.33%) Cloud Native
3 20 (13.33%) AI Agents
4 7 (4.67%) Analytical Mindset
4 7 (4.67%) Onboarding
5 6 (4.00%) Distributed Systems
6 5 (3.33%) Clustering
7 4 (2.67%) Online Banking
8 3 (2.00%) Blog
8 3 (2.00%) Data Protection Act
8 3 (2.00%) Derivative
8 3 (2.00%) Distributed Computing
8 3 (2.00%) Legacy Systems
8 3 (2.00%) Low-Code
9 2 (1.33%) CUDA
9 2 (1.33%) Data Structures
9 2 (1.33%) Product Ownership
9 2 (1.33%) Public Cloud
9 2 (1.33%) Virtual Team
9 2 (1.33%) Web Conferencing
Operating Systems
1 2 (1.33%) Windows
Processes & Methodologies
1 146 (97.33%) Machine Learning
2 130 (86.67%) AI
3 82 (54.67%) Data Science
4 70 (46.67%) LLM
5 62 (41.33%) MLOps
6 50 (33.33%) Deep Learning
7 49 (32.67%) CI/CD
8 47 (31.33%) Data Pipeline
9 45 (30.00%) Analytics
9 45 (30.00%) Natural Language Processing
9 45 (30.00%) Retrieval-Augmented Generation
10 44 (29.33%) Generative AI
11 42 (28.00%) DevOps
12 40 (26.67%) Prompt Engineering
13 39 (26.00%) Agile
14 37 (24.67%) Problem-Solving
15 33 (22.00%) Data Engineering
16 31 (20.67%) Containerisation
17 27 (18.00%) Software Engineering
18 26 (17.33%) Feature Engineering
Programming Languages
1 143 (95.33%) Python
2 47 (31.33%) SQL
3 14 (9.33%) Java
4 13 (8.67%) C#
5 11 (7.33%) R
6 9 (6.00%) C++
6 9 (6.00%) JavaScript
7 7 (4.67%) Bicep
8 4 (2.67%) TypeScript
9 2 (1.33%) Ada
9 2 (1.33%) Go
9 2 (1.33%) Scala
10 1 (0.67%) Bash
Qualifications
1 27 (18.00%) Degree
2 23 (15.33%) MCP
3 13 (8.67%) Master's Degree
4 12 (8.00%) Security Cleared
5 10 (6.67%) Computer Science Degree
6 7 (4.67%) PhD
7 6 (4.00%) SC Cleared
8 2 (1.33%) DV Cleared
8 2 (1.33%) Postgraduate
9 1 (0.67%) AWS Certification
9 1 (0.67%) Azure Certification
9 1 (0.67%) BPSS Clearance
9 1 (0.67%) CESG Certified Professional
9 1 (0.67%) CISM
9 1 (0.67%) CISSP
9 1 (0.67%) OSCP
Quality Assurance & Compliance
1 13 (8.67%) EU AI Act
1 13 (8.67%) NIST
2 9 (6.00%) QA
3 6 (4.00%) Data Quality
4 3 (2.00%) GDPR
5 2 (1.33%) PCI DSS
6 1 (0.67%) California Consumer Privacy Act
6 1 (0.67%) Def Stans
6 1 (0.67%) GxP
6 1 (0.67%) HIPAA
6 1 (0.67%) JSP 440
6 1 (0.67%) NCSC
6 1 (0.67%) NIST 800
System Software
1 46 (30.67%) Docker
2 7 (4.67%) Active Directory
3 5 (3.33%) Virtual Machines
4 2 (1.33%) HDFS
5 1 (0.67%) GPFS
5 1 (0.67%) Lustre
5 1 (0.67%) Slurm Workload Manager
Systems Management
1 52 (34.67%) Kubernetes
2 11 (7.33%) Terraform
3 5 (3.33%) Kubeflow
4 3 (2.00%) Ansible
5 1 (0.67%) Grafana
5 1 (0.67%) Microsoft Intune
5 1 (0.67%) Prometheus
5 1 (0.67%) SCCM
5 1 (0.67%) SELinux
Vendors
1 38 (25.33%) Microsoft
2 30 (20.00%) OpenAI
3 25 (16.67%) Databricks
3 25 (16.67%) Google
4 21 (14.00%) Foundry
5 5 (3.33%) NVIDIA
6 4 (2.67%) SAP
7 3 (2.00%) Automation Anywhere
7 3 (2.00%) UiPath
8 2 (1.33%) Dynatrace
9 1 (0.67%) Dataiku
9 1 (0.67%) DataRobot
9 1 (0.67%) Splunk
9 1 (0.67%) Workday