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

6 months to
19 Jan 2026
Same period 2025 Same period 2024
Rank 390 420 454
Rank change year-on-year +30 +34 +202
Contract jobs citing TensorFlow 154 68 92
As % of all contract jobs in England 0.49% 0.26% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.21% 1.15% 1.18%
Number of daily rates quoted 99 47 57
10th Percentile £400 £363 £400
25th Percentile £455 £493 £450
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -25.00%
75th Percentile £638 £669 £650
90th Percentile £745 £718 £750
UK median daily rate £550 £575 £525
% change year-on-year -4.35% +9.52% -25.00%
Number of hourly rates quoted 0 2 16
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £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 6,975 5,904 7,817
As % of all contract IT jobs advertised in England 22.02% 22.15% 21.31%
Number of daily rates quoted 4,662 3,770 5,635
10th Percentile £356 £363 £363
25th Percentile £413 £431 £440
Median daily rate (50th Percentile) £515 £550 £550
Median % change year-on-year -6.36% - -4.35%
75th Percentile £631 £663 £670
90th Percentile £738 £788 £753
UK median daily rate £510 £538 £550
% change year-on-year -5.12% -2.27% -4.35%
Number of hourly rates quoted 193 76 174
10th Percentile £33.00 £26.25 £27.98
25th Percentile £46.00 £43.38 £46.18
Median hourly rate £60.00 £62.50 £54.53
Median % change year-on-year -4.00% +14.62% -16.11%
75th Percentile £65.00 £65.75 £70.00
90th Percentile £77.05 £74.65 £77.85
UK median hourly rate £61.50 £62.50 £55.00
% change year-on-year -1.60% +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 19 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 19 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 +32 94 £531 -7.61% 90
East of England +5 24 £625 -3.85% 101
North of England -38 15 £525 +15.38% 67
South East -9 11 £475 -13.64% 136
Yorkshire - 11 £525 - 34
Midlands -40 4 £395 +10.96% 52
East Midlands -25 3 £385 +10.63% 36
North East -13 2 £593 - 12
North West -31 2 £450 -1.10% 21
West Midlands -34 1 £500 +25.00% 14
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 15 (9.74%) Apache Spark
2 5 (3.25%) Appian
3 4 (2.60%) Apache Airflow
4 2 (1.30%) Apache
4 2 (1.30%) Jupyter
5 1 (0.65%) Luigi
5 1 (0.65%) Microsoft Exchange
Applications
1 6 (3.90%) Chatbot
2 1 (0.65%) Microsoft Office
Cloud Services
1 107 (69.48%) Azure
2 61 (39.61%) AWS
3 57 (37.01%) GCP
4 31 (20.13%) GitHub
5 28 (18.18%) Azure AKS
6 23 (14.94%) Azure AI
7 22 (14.29%) Azure Machine Learning
8 16 (10.39%) Serverless
9 15 (9.74%) GitHub Copilot
10 14 (9.09%) Azure Functions
10 14 (9.09%) Power Platform
11 12 (7.79%) Azure Cognitive Services
11 12 (7.79%) Azure Data Factory
11 12 (7.79%) Azure DevOps
12 11 (7.14%) Azure Key Vault
12 11 (7.14%) PaaS
12 11 (7.14%) Vertex AI
13 10 (6.49%) GitHub Actions
14 9 (5.84%) Copilot Studio
14 9 (5.84%) Microsoft Copilot
Communications & Networking
1 5 (3.25%) Network Security
2 4 (2.60%) Internet
3 1 (0.65%) InfiniBand
Database & Business Intelligence
1 20 (12.99%) NoSQL
2 14 (9.09%) Power BI
3 13 (8.44%) Data Lake
4 12 (7.79%) PostgreSQL
5 11 (7.14%) Pinecone
6 10 (6.49%) Big Data
7 8 (5.19%) BigQuery
8 7 (4.55%) MySQL
9 6 (3.90%) RDBMS
9 6 (3.90%) Relational Database
10 5 (3.25%) Amazon Redshift
10 5 (3.25%) Tableau
10 5 (3.25%) Weaviate
11 4 (2.60%) Data Warehouse
11 4 (2.60%) SQL Server
12 3 (1.95%) Data Mining
12 3 (1.95%) Delta Lake
13 2 (1.30%) Azure SQL Database
13 2 (1.30%) Metadata
13 2 (1.30%) Neo4j
Development Applications
1 23 (14.94%) MLflow
2 10 (6.49%) Git
3 7 (4.55%) Jenkins
4 6 (3.90%) PyCharm
5 3 (1.95%) SonarQube
6 2 (1.30%) JIRA
7 1 (0.65%) Bitbucket
7 1 (0.65%) GitLab
General
1 60 (38.96%) Social Skills
2 43 (27.92%) Finance
3 16 (10.39%) Analytical Skills
4 15 (9.74%) Public Sector
5 13 (8.44%) Banking
6 11 (7.14%) Documentation Skills
7 4 (2.60%) Inclusion and Diversity
7 4 (2.60%) Investment Banking
7 4 (2.60%) Legal
8 2 (1.30%) Back Office
8 2 (1.30%) Retail
9 1 (0.65%) Aerospace
9 1 (0.65%) Electronics
9 1 (0.65%) Law
9 1 (0.65%) Manufacturing
9 1 (0.65%) Marketing
9 1 (0.65%) Pharmaceutical
9 1 (0.65%) Presentation Skills
9 1 (0.65%) Telecoms
Job Titles
1 59 (38.31%) Artificial Intelligence Engineer
2 25 (16.23%) Data Scientist
3 19 (12.34%) Machine Learning Engineer
3 19 (12.34%) Senior
4 17 (11.04%) Developer
5 11 (7.14%) Architect
5 11 (7.14%) Artificial Intelligence Architect
6 10 (6.49%) Artificial Intelligence Developer
6 10 (6.49%) Data Engineer
7 5 (3.25%) Azure Developer
8 4 (2.60%) Automation Engineer
8 4 (2.60%) Backend Developer
8 4 (2.60%) Evangelist
8 4 (2.60%) Python Engineer
8 4 (2.60%) Senior Architect
9 3 (1.95%) Artificial Intelligence Consultant
9 3 (1.95%) Artificial Intelligence Specialist
9 3 (1.95%) Azure Engineer
9 3 (1.95%) Senior Technical Architect
9 3 (1.95%) Technical Architect
Libraries, Frameworks & Software Standards
1 141 (91.56%) PyTorch
2 73 (47.40%) scikit-learn
3 35 (22.73%) Pandas
4 32 (20.78%) Hugging Face
5 28 (18.18%) NumPy
6 27 (17.53%) LangChain
7 19 (12.34%) .NET
8 17 (11.04%) RESTful
9 15 (9.74%) Node.js
10 14 (9.09%) REST
11 13 (8.44%) Semantic Kernel
12 11 (7.14%) LangGraph
13 10 (6.49%) Faiss
14 8 (5.19%) .NET Core
14 8 (5.19%) AngularJS
14 8 (5.19%) PySpark
14 8 (5.19%) React
15 7 (4.55%) Google JAX
15 7 (4.55%) Keras
15 7 (4.55%) pytest
Miscellaneous
1 37 (24.03%) Algorithms
2 23 (14.94%) Cloud Native
3 21 (13.64%) AI Agents
4 7 (4.55%) Analytical Mindset
5 6 (3.90%) Distributed Systems
6 5 (3.25%) Clustering
6 5 (3.25%) Onboarding
7 4 (2.60%) Legacy Systems
7 4 (2.60%) Low-Code
7 4 (2.60%) Online Banking
8 3 (1.95%) Blog
8 3 (1.95%) Data Protection Act
8 3 (1.95%) Derivative
9 2 (1.30%) CUDA
9 2 (1.30%) Data Structures
9 2 (1.30%) Distributed Computing
9 2 (1.30%) Product Ownership
9 2 (1.30%) Public Cloud
9 2 (1.30%) Virtual Team
9 2 (1.30%) Web Conferencing
Operating Systems
1 2 (1.30%) Windows
Processes & Methodologies
1 150 (97.40%) Machine Learning
2 135 (87.66%) AI
3 84 (54.55%) Data Science
4 74 (48.05%) LLM
5 65 (42.21%) MLOps
6 52 (33.77%) Deep Learning
7 51 (33.12%) Data Pipeline
8 50 (32.47%) CI/CD
8 50 (32.47%) Retrieval-Augmented Generation
9 48 (31.17%) Natural Language Processing
10 46 (29.87%) Analytics
10 46 (29.87%) Generative AI
11 44 (28.57%) Prompt Engineering
12 38 (24.68%) DevOps
13 37 (24.03%) Agile
13 37 (24.03%) Problem-Solving
14 34 (22.08%) Containerisation
14 34 (22.08%) Data Engineering
15 29 (18.83%) Feature Engineering
16 28 (18.18%) Software Engineering
Programming Languages
1 145 (94.16%) Python
2 48 (31.17%) SQL
3 16 (10.39%) Java
4 13 (8.44%) C#
5 12 (7.79%) R
6 9 (5.84%) C++
6 9 (5.84%) JavaScript
7 7 (4.55%) Bicep
8 4 (2.60%) TypeScript
9 2 (1.30%) Ada
9 2 (1.30%) Go
9 2 (1.30%) Scala
10 1 (0.65%) Bash
Qualifications
1 24 (15.58%) Degree
2 23 (14.94%) MCP
3 15 (9.74%) Security Cleared
4 12 (7.79%) Master's Degree
5 10 (6.49%) Computer Science Degree
6 7 (4.55%) SC Cleared
7 6 (3.90%) PhD
8 1 (0.65%) AWS Certification
8 1 (0.65%) Azure Certification
8 1 (0.65%) BPSS Clearance
8 1 (0.65%) CESG Certified Professional
8 1 (0.65%) CISM
8 1 (0.65%) CISSP
8 1 (0.65%) DV Cleared
8 1 (0.65%) OSCP
Quality Assurance & Compliance
1 12 (7.79%) EU AI Act
1 12 (7.79%) NIST
2 9 (5.84%) QA
3 6 (3.90%) Data Quality
4 3 (1.95%) GDPR
5 2 (1.30%) PCI DSS
6 1 (0.65%) California Consumer Privacy Act
6 1 (0.65%) Def Stans
6 1 (0.65%) GxP
6 1 (0.65%) HIPAA
6 1 (0.65%) JSP 440
6 1 (0.65%) NCSC
6 1 (0.65%) NIST 800
System Software
1 50 (32.47%) Docker
2 7 (4.55%) Active Directory
3 3 (1.95%) Virtual Machines
4 2 (1.30%) HDFS
5 1 (0.65%) GPFS
5 1 (0.65%) Lustre
5 1 (0.65%) Slurm Workload Manager
Systems Management
1 57 (37.01%) Kubernetes
2 10 (6.49%) Terraform
3 4 (2.60%) Kubeflow
4 2 (1.30%) Ansible
5 1 (0.65%) Grafana
5 1 (0.65%) Microsoft Intune
5 1 (0.65%) Prometheus
5 1 (0.65%) SCCM
5 1 (0.65%) SELinux
Vendors
1 38 (24.68%) Microsoft
2 34 (22.08%) OpenAI
3 26 (16.88%) Databricks
3 26 (16.88%) Google
4 22 (14.29%) Foundry
5 4 (2.60%) Automation Anywhere
5 4 (2.60%) NVIDIA
5 4 (2.60%) SAP
5 4 (2.60%) UiPath
6 2 (1.30%) Dynatrace
7 1 (0.65%) Dataiku
7 1 (0.65%) DataRobot
7 1 (0.65%) Splunk
7 1 (0.65%) Workday